From e309bdb62a133551f3f9518635ff36c34748dbe7 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 20:37:21 -0700 Subject: [PATCH 01/15] WIP: Base docs minus services and factories --- backend/docs/docs/api/overview.md | 49 ++++++ .../docs/docs/api/v1/endpoints/document.md | 3 + backend/docs/docs/api/v1/endpoints/graph.md | 3 + backend/docs/docs/api/v1/endpoints/query.md | 3 + backend/docs/docs/architecture.md | 164 ++++++++++++++++++ backend/docs/docs/deployment/docker.md | 85 +++++++++ backend/docs/docs/deployment/native.md | 82 +++++++++ backend/docs/docs/development/setup.md | 123 +++++++++++++ backend/docs/docs/development/testing.md | 113 ++++++++++++ backend/docs/docs/extending/api_endpoints.md | 0 .../docs/docs/extending/document_loaders.md | 0 backend/docs/docs/extending/llm_services.md | 82 +++++++++ backend/docs/docs/extending/overview.md | 0 .../docs/getting-started/configuration.md | 34 ++++ .../docs/docs/getting-started/installation.md | 46 +++++ backend/docs/docs/index.md | 16 ++ backend/docs/docs/models/document.md | 0 backend/docs/docs/models/graph.md | 0 backend/docs/docs/models/llm.md | 0 backend/docs/docs/models/query.md | 0 .../docs/docs/services/document_service.md | 0 backend/docs/docs/services/graph_service.md | 0 backend/docs/docs/services/llm/base.md | 0 backend/docs/docs/services/llm/factory.md | 0 .../docs/docs/services/llm/openai_service.md | 0 backend/docs/docs/services/llm/prompts.md | 0 backend/docs/docs/services/llm_service.md | 0 backend/docs/docs/services/loaders/base.md | 0 backend/docs/docs/services/loaders/factory.md | 0 .../docs/services/loaders/pypdf_service.md | 0 .../services/loaders/unstructured_service.md | 0 backend/docs/docs/services/query_service.md | 0 backend/docs/docs/services/vector_db/base.md | 0 .../docs/docs/services/vector_db/factory.md | 0 .../docs/services/vector_db/milvus_service.md | 0 backend/docs/mkdocs.yml | 106 +++++++++++ backend/src/app/api/v1/endpoints/graph.py | 19 +- backend/src/app/api/v1/endpoints/query.py | 19 +- 38 files changed, 945 insertions(+), 2 deletions(-) create mode 100644 backend/docs/docs/api/overview.md create mode 100644 backend/docs/docs/api/v1/endpoints/document.md create mode 100644 backend/docs/docs/api/v1/endpoints/graph.md create mode 100644 backend/docs/docs/api/v1/endpoints/query.md create mode 100644 backend/docs/docs/architecture.md create mode 100644 backend/docs/docs/deployment/docker.md create mode 100644 backend/docs/docs/deployment/native.md create mode 100644 backend/docs/docs/development/setup.md create mode 100644 backend/docs/docs/development/testing.md create mode 100644 backend/docs/docs/extending/api_endpoints.md create mode 100644 backend/docs/docs/extending/document_loaders.md create mode 100644 backend/docs/docs/extending/llm_services.md create mode 100644 backend/docs/docs/extending/overview.md create mode 100644 backend/docs/docs/getting-started/configuration.md create mode 100644 backend/docs/docs/getting-started/installation.md create mode 100644 backend/docs/docs/index.md create mode 100644 backend/docs/docs/models/document.md create mode 100644 backend/docs/docs/models/graph.md create mode 100644 backend/docs/docs/models/llm.md create mode 100644 backend/docs/docs/models/query.md create mode 100644 backend/docs/docs/services/document_service.md create mode 100644 backend/docs/docs/services/graph_service.md create mode 100644 backend/docs/docs/services/llm/base.md create mode 100644 backend/docs/docs/services/llm/factory.md create mode 100644 backend/docs/docs/services/llm/openai_service.md create mode 100644 backend/docs/docs/services/llm/prompts.md create mode 100644 backend/docs/docs/services/llm_service.md create mode 100644 backend/docs/docs/services/loaders/base.md create mode 100644 backend/docs/docs/services/loaders/factory.md create mode 100644 backend/docs/docs/services/loaders/pypdf_service.md create mode 100644 backend/docs/docs/services/loaders/unstructured_service.md create mode 100644 backend/docs/docs/services/query_service.md create mode 100644 backend/docs/docs/services/vector_db/base.md create mode 100644 backend/docs/docs/services/vector_db/factory.md create mode 100644 backend/docs/docs/services/vector_db/milvus_service.md create mode 100644 backend/docs/mkdocs.yml diff --git a/backend/docs/docs/api/overview.md b/backend/docs/docs/api/overview.md new file mode 100644 index 0000000..97906b4 --- /dev/null +++ b/backend/docs/docs/api/overview.md @@ -0,0 +1,49 @@ +# API Overview + +This document provides an overview of the Knowledge Table API endpoints. + +## Base URL + +All API requests should be made to: `https://api.example.com/v1` + +## Endpoints + +### Document + +- **POST** `/document` + - Upload and process a document + - Request: Multipart form data with file + - Response: Document information + +- **DELETE** `/document/{document_id}` + - Delete a document + - Request: Path parameter `document_id` + - Response: Deletion status and message + +### Graph + +- **POST** `/graph/export-triples` + - Export triples from a table + - Request: JSON body with table data + - Response: Triples and chunks data + +### Query + +- **POST** `/query` + - Run a query and generate a response + - Request: JSON body with query details + - Response: Answer with chunks + +## Authentication + +[Include information about authentication method, if applicable] + +## Error Handling + +The API uses standard HTTP status codes to indicate the success or failure of requests. In case of errors, additional details may be provided in the response body. + +## Rate Limiting + +[Include information about rate limiting, if applicable] + +For detailed information on request and response schemas, please refer to the individual endpoint documentation. \ No newline at end of file diff --git a/backend/docs/docs/api/v1/endpoints/document.md b/backend/docs/docs/api/v1/endpoints/document.md new file mode 100644 index 0000000..48ead11 --- /dev/null +++ b/backend/docs/docs/api/v1/endpoints/document.md @@ -0,0 +1,3 @@ +# Document Endpoints + +::: app.api.v1.endpoints.document \ No newline at end of file diff --git a/backend/docs/docs/api/v1/endpoints/graph.md b/backend/docs/docs/api/v1/endpoints/graph.md new file mode 100644 index 0000000..e075bd6 --- /dev/null +++ b/backend/docs/docs/api/v1/endpoints/graph.md @@ -0,0 +1,3 @@ +# Graph Endpoints + +::: app.api.v1.endpoints.graph \ No newline at end of file diff --git a/backend/docs/docs/api/v1/endpoints/query.md b/backend/docs/docs/api/v1/endpoints/query.md new file mode 100644 index 0000000..60cbfd9 --- /dev/null +++ b/backend/docs/docs/api/v1/endpoints/query.md @@ -0,0 +1,3 @@ +# Query Endpoints + +::: app.api.v1.endpoints.query \ No newline at end of file diff --git a/backend/docs/docs/architecture.md b/backend/docs/docs/architecture.md new file mode 100644 index 0000000..b96aa97 --- /dev/null +++ b/backend/docs/docs/architecture.md @@ -0,0 +1,164 @@ +# Architecture Overview + +This document provides a comprehensive overview of the Knowledge Table backend architecture, detailing its components, their interactions, and the overall system design. + +## High-Level Architecture + +Knowledge Table is built on a modular, service-oriented architecture that allows for flexibility and extensibility. The main components are: + +1. API Layer +2. Service Layer +3. Model Layer +4. External Integrations (LLMs, Vector Databases) + +```mermaid +graph TD + Client[Client Application] -->|HTTP Requests| API[API Layer] + API -->|Calls| Services[Service Layer] + Services -->|Uses| Models[Model Layer] + Services -->|Integrates| Ext[External Services] + Ext -->|LLM| OpenAI[OpenAI] + Ext -->|Vector DB| Milvus[Milvus] + Models -->|Persists| DB[(Database)] +``` + +## Project Structure + +```plaintext +backend/ +├── src/ +│ └── app/ +│ ├── api/ +│ │ └── v1/ +│ │ └── endpoints/ +│ │ ├── document.py +│ │ ├── graph.py +│ │ └── query.py +│ ├── core/ +│ │ ├── config.py +│ │ └── dependencies.py +│ ├── models/ +│ │ ├── document.py +│ │ ├── graph.py +│ │ ├── llm.py +│ │ └── query.py +│ ├── schemas/ +│ │ ├── document.py +│ │ ├── graph.py +│ │ └── query.py +│ └── services/ +│ ├── document_service.py +│ ├── graph_service.py +│ ├── llm_service.py +│ ├── query_service.py +│ ├── llm/ +│ │ ├── base.py +│ │ ├── factory.py +│ │ └── openai_service.py +│ ├── loaders/ +│ │ ├── base.py +│ │ ├── factory.py +│ │ ├── pypdf_service.py +│ │ └── unstructured_service.py +│ └── vector_db/ +│ ├── base.py +│ ├── factory.py +│ └── milvus_service.py +├── tests/ +└── docs/ +``` + +## Component Details + +### 1. API Layer (`app/api/`) + +The API layer is built using FastAPI and defines the HTTP endpoints that clients interact with. + +- **Endpoints**: + - `/documents/`: Handle document uploads and retrieval. + - `/graphs/`: Manage knowledge graphs. + - `/queries/`: Process natural language queries. + +### 2. Service Layer (`app/services/`) + +The service layer contains the core business logic of the application. + +- **Document Service**: Handles document processing, storage, and retrieval. +- **Graph Service**: Manages the creation and querying of knowledge graphs. +- **LLM Service**: Interfaces with Language Models for text generation and analysis. +- **Query Service**: Processes natural language queries and returns structured results. + +### 3. Model Layer (`app/models/`) + +The model layer defines the data structures and database models used in the application. + +- **Document**: Represents uploaded documents and their metadata. +- **Graph**: Defines the structure of knowledge graphs. +- **Query**: Represents user queries and their results. + +### 4. External Integrations + +- **LLM Integration** (`app/services/llm/`): + - Abstracts interactions with Language Models. + - Currently supports OpenAI, extensible to other providers. + +- **Vector Database Integration** (`app/services/vector_db/`): + - Manages vector embeddings for efficient similarity search. + - Currently supports Milvus, extensible to other vector databases. + +## Data Flow + +1. **Document Upload**: + ```mermaid + sequenceDiagram + Client->>API: Upload Document + API->>DocumentService: Process Document + DocumentService->>Loader: Load and Parse + Loader->>LLMService: Generate Embeddings + LLMService->>VectorDB: Store Embeddings + DocumentService->>Database: Store Metadata + API->>Client: Confirmation + ``` + +2. **Query Processing**: + ```mermaid + sequenceDiagram + Client->>API: Submit Query + API->>QueryService: Process Query + QueryService->>LLMService: Generate Query Embedding + QueryService->>VectorDB: Similarity Search + VectorDB->>QueryService: Relevant Documents + QueryService->>LLMService: Generate Response + API->>Client: Structured Response + ``` + +## Key Design Principles + +1. **Modularity**: Components are designed to be loosely coupled, allowing for easy replacement or extension. +2. **Extensibility**: The use of abstract base classes and factories allows for easy addition of new services (e.g., new LLM providers). +3. **Scalability**: The architecture supports horizontal scaling of services and the use of distributed databases. +4. **Security**: API authentication and data encryption are implemented at various levels. + +## Configuration and Environment + +- Configuration is managed through environment variables and the `app/core/config.py` file. +- Sensitive information (API keys, database credentials) is stored in environment variables. + +## Testing Strategy + +- Unit tests for individual components. +- Integration tests for service interactions. +- End-to-end tests for API endpoints. + +## Deployment + +- The application is containerized using Docker for consistent deployment across environments. +- Kubernetes can be used for orchestration in production environments. + +## Future Considerations + +- Implementation of caching mechanisms for improved performance. +- Addition of real-time processing capabilities. +- Integration with more LLM providers and vector databases. + +This architecture provides a solid foundation for the Knowledge Table backend, allowing for efficient data processing, flexible integrations, and scalable operations. \ No newline at end of file diff --git a/backend/docs/docs/deployment/docker.md b/backend/docs/docs/deployment/docker.md new file mode 100644 index 0000000..7cc3c47 --- /dev/null +++ b/backend/docs/docs/deployment/docker.md @@ -0,0 +1,85 @@ +# Docker Deployment + +This guide explains how to deploy Knowledge Table using Docker. + +## Prerequisites + +Before you begin, ensure you have the following installed on your system: + +- Docker +- Docker Compose + +## Deployment Steps + +1. **Clone the Repository** + + ```sh + git clone https://github.com/yourusername/knowledge-table.git + cd knowledge-table + ``` + +2. **Environment Setup** + + Copy the sample environment file and edit it with your settings: + + ```sh + cp .env.sample .env + ``` + + Open `.env` in a text editor and add your OpenAI API key: + + ``` + OPENAI_API_KEY=your_api_key_here + ``` + +3. **Build and Start the Containers** + + Use Docker Compose to build and start the containers: + + ```sh + docker-compose up -d --build + ``` + + This command builds the images (if they don't exist) and starts the containers in detached mode. + +4. **Accessing the Application** + + Once the containers are up and running, you can access: + - The frontend at `http://localhost:3000` + - The backend at `http://localhost:8000` + +5. **Stopping the Application** + + To stop the containers, run: + + ```sh + docker-compose down + ``` + +## Troubleshooting + +- If you encounter any issues, check the logs of the containers: + + ```sh + docker-compose logs + ``` + +- Ensure all required environment variables are set in your `.env` file. + +## Updating + +To update to the latest version: + +1. Pull the latest changes from the repository: + + ```sh + git pull origin main + ``` + +2. Rebuild and restart the containers: + + ```sh + docker-compose up -d --build + ``` + +This will ensure you're running the latest version of Knowledge Table. \ No newline at end of file diff --git a/backend/docs/docs/deployment/native.md b/backend/docs/docs/deployment/native.md new file mode 100644 index 0000000..858faff --- /dev/null +++ b/backend/docs/docs/deployment/native.md @@ -0,0 +1,82 @@ +# Native Deployment + +This guide explains how to deploy Knowledge Table natively on your system. + +## Prerequisites + +Before you begin, ensure you have the following installed: + +- Python 3.10+ +- Bun (for frontend) + +## Deployment Steps + +### Backend Deployment + +1. **Clone the Repository** + + ```sh + git clone https://github.com/yourusername/knowledge-table.git + cd knowledge-table/backend + ``` + +2. **Set Up a Virtual Environment** + + ```sh + python3 -m venv venv + source venv/bin/activate # On Windows use `venv\Scripts\activate` + ``` + +3. **Install Dependencies** + + ```sh + pip install . + ``` + +4. **Environment Setup** + + Copy the sample environment file and edit it with your settings: + + ```sh + cp .env.sample .env + ``` + + Open `.env` in a text editor and add your OpenAI API key: + + ``` + OPENAI_API_KEY=your_api_key_here + ``` + +5. **Start the Backend Server** + + ```sh + cd src + python -m uvicorn app.main:app --host 0.0.0.0 --port 8000 + ``` + + The backend will be available at `http://localhost:8000`. + +### Frontend Deployment + +1. **Navigate to the Frontend Directory** + + ```sh + cd ../../frontend + ``` + +2. **Install Bun** (if not already installed) + + ```sh + curl https://bun.sh/install | bash + ``` + +3. **Install Dependencies** + + ```sh + bun install + ``` + +4. **Build the Frontend** + + ```sh + bun run build \ No newline at end of file diff --git a/backend/docs/docs/development/setup.md b/backend/docs/docs/development/setup.md new file mode 100644 index 0000000..2c65544 --- /dev/null +++ b/backend/docs/docs/development/setup.md @@ -0,0 +1,123 @@ +# Development Setup + +This guide will help you set up your development environment for Knowledge Table. + +## Prerequisites + +Before you begin, ensure you have the following installed: + +- Python 3.10+ +- Git +- Bun (for frontend development) + +## Backend Setup + +1. **Clone the Repository** + + ```sh + git clone https://github.com/yourusername/knowledge-table.git + cd knowledge-table/backend + ``` + +2. **Create and Activate a Virtual Environment** + + ```sh + python3 -m venv venv + source venv/bin/activate # On Windows use `venv\Scripts\activate` + ``` + +3. **Install Development Dependencies** + + ```sh + pip install .[dev] + ``` + + This command installs the project along with all development dependencies. + +4. **Set Up Environment Variables** + + Copy the sample environment file and edit it with your settings: + + ```sh + cp .env.sample .env + ``` + + Open `.env` in a text editor and add your OpenAI API key: + + ``` + OPENAI_API_KEY=your_api_key_here + ``` + +5. **Install Pre-commit Hooks** (Optional but recommended) + + ```sh + pre-commit install + ``` + + This sets up git hooks to automatically run linters and formatters before each commit. + +## Frontend Setup + +1. **Navigate to the Frontend Directory** + + ```sh + cd ../frontend + ``` + +2. **Install Bun** (if not already installed) + + ```sh + curl https://bun.sh/install | bash + ``` + +3. **Install Frontend Dependencies** + + ```sh + bun install + ``` + +## Running the Application + +### Backend + +From the `backend/src` directory: + +```sh +python -m uvicorn app.main:app --reload +``` + +The backend will be available at `http://localhost:8000`. + +### Frontend + +From the `frontend` directory: + +```sh +bun start +``` + +The frontend will be available at `http://localhost:5173`. + +## Code Style and Linting + +We use the following tools to maintain code quality: + +- Black for code formatting +- Flake8 for linting +- isort for import sorting + +To run these tools: + +```sh +black . +flake8 +isort . +``` + +## Next Steps + +- Familiarize yourself with the project structure. +- Read through the API documentation. +- Check out the [Contributing Guide](../../contributing.md) for information on how to contribute to the project. + +If you encounter any issues during setup, please refer to our troubleshooting guide or open an issue on the GitHub repository. \ No newline at end of file diff --git a/backend/docs/docs/development/testing.md b/backend/docs/docs/development/testing.md new file mode 100644 index 0000000..36a77a1 --- /dev/null +++ b/backend/docs/docs/development/testing.md @@ -0,0 +1,113 @@ +# Testing + +This guide covers how to run tests for the Knowledge Table project. + +## Prerequisites + +Ensure you have set up your development environment as described in the [Setup Guide](setup.md). + +## Running Tests + +We use pytest for our test suite. To run the tests, follow these steps: + +1. **Activate your virtual environment** (if not already activated): + + ```sh + source venv/bin/activate # On Windows use `venv\Scripts\activate` + ``` + +2. **Navigate to the backend directory**: + + ```sh + cd path/to/knowledge-table/backend + ``` + +3. **Run the tests**: + + ```sh + pytest + ``` + + This command will discover and run all tests in the project. + +### Running Specific Tests + +- To run tests in a specific file: + + ```sh + pytest tests/path/to/test_file.py + ``` + +- To run a specific test function: + + ```sh + pytest tests/path/to/test_file.py::test_function_name + ``` + +## Test Coverage + +To run tests with coverage reporting: + +1. **Install pytest-cov** (if not already installed): + + ```sh + pip install pytest-cov + ``` + +2. **Run tests with coverage**: + + ```sh + pytest --cov=app tests/ + ``` + + This will run the tests and display a coverage report in the terminal. + +3. **Generate an HTML coverage report**: + + ```sh + pytest --cov=app --cov-report=html tests/ + ``` + + This creates a `htmlcov` directory. Open `htmlcov/index.html` in a web browser to view the detailed coverage report. + +## Writing Tests + +When writing new tests: + +1. Place test files in the `tests` directory. +2. Name test files with the prefix `test_`. +3. Name test functions with the prefix `test_`. +4. Use descriptive names for test functions to clearly indicate what they're testing. + +Example: + +```python +# tests/test_document_service.py + +def test_upload_document_success(): + # Test code here + pass + +def test_upload_document_invalid_file(): + # Test code here + pass +``` + +## Continuous Integration + +We use GitHub Actions for continuous integration. The CI pipeline runs all tests automatically on every push and pull request. + +To view the CI results: +1. Go to the GitHub repository. +2. Click on the "Actions" tab. +3. Select the workflow run you want to inspect. + +## Troubleshooting + +If you encounter any issues while running tests: + +1. Ensure your virtual environment is activated and all dependencies are installed. +2. Check that your `.env` file is properly configured. +3. Verify that you're in the correct directory when running the tests. + +If problems persist, please open an issue on the GitHub repository with details about the error you're encountering. \ No newline at end of file diff --git a/backend/docs/docs/extending/api_endpoints.md b/backend/docs/docs/extending/api_endpoints.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/extending/document_loaders.md b/backend/docs/docs/extending/document_loaders.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/extending/llm_services.md b/backend/docs/docs/extending/llm_services.md new file mode 100644 index 0000000..f015fc8 --- /dev/null +++ b/backend/docs/docs/extending/llm_services.md @@ -0,0 +1,82 @@ +# Extending LLM Services + +This guide explains how to add support for new Language Model (LLM) services. + +## Steps to Add a New LLM Service + +1. **Create a new LLM service class** + + In `src/app/services/llm/`, create a new file `your_llm_service.py`. + + ```python + # your_llm_service.py + from .base import BaseLLMService + + class YourLLMService(BaseLLMService): + def __init__(self): + super().__init__() + # Initialize your LLM client here + + async def generate_response(self, prompt: str) -> str: + """ + Generate a response using Your LLM. + + Args: + prompt (str): The prompt to send to the LLM. + + Returns: + str: The generated response. + """ + # Implement your LLM interaction logic here + response = ... # Replace with actual implementation + return response + ``` + +2. **Update the LLM Factory** + + In `src/app/services/llm/factory.py`, import your new service and update the factory method. + + ```python + # factory.py + from .your_llm_service import YourLLMService + + class LLMFactory: + @staticmethod + def get_llm_service(service_name: str): + if service_name == "openai": + return OpenAIService() + elif service_name == "your_llm": + return YourLLMService() + else: + raise ValueError(f"Unknown LLM service: {service_name}") + ``` + +3. **Configure the Service** + + In `src/app/core/config.py`, add a configuration option for your LLM. + + ```python + # config.py + from pydantic import BaseSettings + + class Settings(BaseSettings): + LLM_SERVICE: str = "openai" # Default to OpenAI + + settings = Settings() + ``` + + Update your environment variable or `.env` file accordingly: + + ``` + LLM_SERVICE=your_llm + ``` + +4. **Use the New Service** + + The application will now use your LLM service based on the configuration. + +## Additional Considerations + +- **Authentication**: Ensure you handle any API keys or authentication required by your LLM service. +- **Error Handling**: Implement proper error handling in your service. +- **Testing**: Write unit tests for your new service. diff --git a/backend/docs/docs/extending/overview.md b/backend/docs/docs/extending/overview.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/getting-started/configuration.md b/backend/docs/docs/getting-started/configuration.md new file mode 100644 index 0000000..08da7e4 --- /dev/null +++ b/backend/docs/docs/getting-started/configuration.md @@ -0,0 +1,34 @@ +# Configuration + +The Knowledge Table backend uses environment variables for configuration. + +## Setting Up Environment Variables + +1. **Create a `.env` file** + + Copy the sample file: + + ```bash + cp .env.sample .env + ``` + +2. **Set your OpenAI API key** + + Edit the `.env` file and add your OpenAI API key: + + ```dotenv + OPENAI_API_KEY=sk-yourkeyhere + ``` + +3. **Configure other settings** + + - `UNSTRUCTURED_API_KEY` (optional): If using the Unstructured API. + +## Environment Variables Reference + +| Variable | Description | +|-------------------------|------------------------------------------------| +| `OPENAI_API_KEY` | Your OpenAI API key. | +| `UNSTRUCTURED_API_KEY` | API key for Unstructured.io (optional). | + +[Back to Installation](installation.md) \ No newline at end of file diff --git a/backend/docs/docs/getting-started/installation.md b/backend/docs/docs/getting-started/installation.md new file mode 100644 index 0000000..6bc771e --- /dev/null +++ b/backend/docs/docs/getting-started/installation.md @@ -0,0 +1,46 @@ +# Installation Guide + +This guide will help you set up the Knowledge Table backend. + +## Prerequisites + +- Python 3.10+ +- Git + +## Steps + +1. **Clone the repository** + + ```bash + git clone https://github.com/whyhow-ai/knowledge-table.git + cd knowledge-table/backend/ + ``` + +2. **Create and activate a virtual environment** + + ```bash + python3 -m venv venv + source venv/bin/activate # On Windows use `venv\Scripts\activate` + ``` + +3. **Install the dependencies** + + ```bash + pip install . + ``` + +4. **Install development dependencies (optional)** + + ```bash + pip install .[dev] + ``` + +5. **Start the backend server** + + ```bash + uvicorn app.main:app --reload + ``` + + The backend API will be available at `http://localhost:8000`. + +[Next: Configuration](configuration.md) \ No newline at end of file diff --git a/backend/docs/docs/index.md b/backend/docs/docs/index.md new file mode 100644 index 0000000..c4f6f86 --- /dev/null +++ b/backend/docs/docs/index.md @@ -0,0 +1,16 @@ +# Knowledge Table Backend Documentation + +Welcome to the official documentation for the Knowledge Table backend. This site provides all the information you need to understand, install, and extend the backend of Knowledge Table. + +## Overview + +Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents. This documentation covers the backend, which is powered by FastAPI and provides RESTful APIs for interacting with the system. + +## Features + +- Extract structured data using natural language. +- Customizable extraction rules and formatting. +- Support for various vector databases and LLMs. +- Extensible architecture for adding new services. + +[Get Started](getting-started/installation.md) \ No newline at end of file diff --git a/backend/docs/docs/models/document.md b/backend/docs/docs/models/document.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/models/graph.md b/backend/docs/docs/models/graph.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/models/llm.md b/backend/docs/docs/models/llm.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/models/query.md b/backend/docs/docs/models/query.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/document_service.md b/backend/docs/docs/services/document_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/graph_service.md b/backend/docs/docs/services/graph_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/llm/base.md b/backend/docs/docs/services/llm/base.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/llm/factory.md b/backend/docs/docs/services/llm/factory.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/llm/openai_service.md b/backend/docs/docs/services/llm/openai_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/llm/prompts.md b/backend/docs/docs/services/llm/prompts.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/llm_service.md b/backend/docs/docs/services/llm_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/loaders/base.md b/backend/docs/docs/services/loaders/base.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/loaders/factory.md b/backend/docs/docs/services/loaders/factory.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/loaders/pypdf_service.md b/backend/docs/docs/services/loaders/pypdf_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/loaders/unstructured_service.md b/backend/docs/docs/services/loaders/unstructured_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/query_service.md b/backend/docs/docs/services/query_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/vector_db/base.md b/backend/docs/docs/services/vector_db/base.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/vector_db/factory.md b/backend/docs/docs/services/vector_db/factory.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/docs/services/vector_db/milvus_service.md b/backend/docs/docs/services/vector_db/milvus_service.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/docs/mkdocs.yml b/backend/docs/mkdocs.yml new file mode 100644 index 0000000..46a4801 --- /dev/null +++ b/backend/docs/mkdocs.yml @@ -0,0 +1,106 @@ +site_name: Knowledge Table Backend Documentation +site_url: https://your-docs-url.com # Replace with your actual URL +repo_url: https://github.com/whyhow-ai/knowledge-table +edit_uri: blob/main/backend/docs/ + +theme: + name: material + features: + - navigation.tabs + - navigation.sections + - toc.integrate + - search.suggest + - search.highlight + - content.tabs.link + - content.code.annotation + - content.code.copy + palette: + - scheme: default + toggle: + icon: material/brightness-7 + name: Switch to dark mode + - scheme: slate + toggle: + icon: material/brightness-4 + name: Switch to light mode + +nav: + - Home: index.md + - Getting Started: + - Installation: getting-started/installation.md + - Configuration: getting-started/configuration.md + - Architecture: architecture.md + - API Reference: + - Overview: api/overview.md + - v1: + - Endpoints: + - Document: api/v1/endpoints/document.md + - Graph: api/v1/endpoints/graph.md + - Query: api/v1/endpoints/query.md + - Models: + - Document: models/document.md + - Graph: models/graph.md + - LLM: models/llm.md + - Query: models/query.md + - Services: + - Document Service: services/document_service.md + - Graph Service: services/graph_service.md + - LLM Service: services/llm_service.md + - Query Service: services/query_service.md + - LLM: + - Base: services/llm/base.md + - Factory: services/llm/factory.md + - OpenAI Service: services/llm/openai_service.md + - Prompts: services/llm/prompts.md + - Loaders: + - Base: services/loaders/base.md + - Factory: services/loaders/factory.md + - PyPDF Service: services/loaders/pypdf_service.md + - Unstructured Service: services/loaders/unstructured_service.md + - Vector DB: + - Base: services/vector_db/base.md + - Factory: services/vector_db/factory.md + - Milvus Service: services/vector_db/milvus_service.md + - Extending the Project: + - Overview: extending/overview.md + - LLM Services: extending/llm_services.md + - API Endpoints: extending/api_endpoints.md + - Document Loaders: extending/document_loaders.md + - Development: + - Setup: development/setup.md + - Testing: development/testing.md + - Deployment: + - Docker: deployment/docker.md + - Native: deployment/native.md + - Contributing: contributing.md + +plugins: + - search + - mkdocstrings: + handlers: + python: + rendering: + show_source: false + - git-revision-date-localized: + fallback_to_build_date: true + - minify: + minify_html: true + +markdown_extensions: + - admonition + - attr_list + - codehilite + - footnotes + - pymdownx.betterem: + - pymdownx.caret + - pymdownx.details + - pymdownx.highlight + - pymdownx.inlinehilite + - pymdownx.magiclink + - pymdownx.mark + - pymdownx.smartsymbols + - pymdownx.superfences + - pymdownx.tasklist + - pymdownx.tilde + - pymdownx.emoji: + emoji_generator: !!python/name:materialx.emoji.to_svg \ No newline at end of file diff --git a/backend/src/app/api/v1/endpoints/graph.py b/backend/src/app/api/v1/endpoints/graph.py index 0c08762..3de5276 100644 --- a/backend/src/app/api/v1/endpoints/graph.py +++ b/backend/src/app/api/v1/endpoints/graph.py @@ -23,7 +23,24 @@ @router.post("/export-triples", response_model=ExportTriplesResponse) async def export_triples(request: Request) -> Response: - """Export triples from a table.""" + """ + Export triples from a table. + + Parameters + ---------- + request : Request + The FastAPI request object containing the table data in JSON format. + + Returns + ------- + Response + A FastAPI Response object containing the exported triples and chunks as a JSON file attachment. + + Raises + ------ + HTTPException + If there's an error in JSON parsing, validation, or during the export process. + """ try: # Get the request body body = await request.json() diff --git a/backend/src/app/api/v1/endpoints/query.py b/backend/src/app/api/v1/endpoints/query.py index 22dc3e9..8608832 100644 --- a/backend/src/app/api/v1/endpoints/query.py +++ b/backend/src/app/api/v1/endpoints/query.py @@ -29,10 +29,27 @@ async def run_query( """ Run a query and generate a response. - We have three methods for generating answers: + This endpoint supports three methods for generating answers: 1. Simple Vector Search: Performs a vector search and uses the resulting chunks to generate an answer. 2. Hybrid Search: Performs both a keyword search and a vector search, using chunks from both to generate an answer. 3. Decomposed Search: Breaks down the query into sub-queries, performs a vector search on each sub-query, and then uses the answers and chunks from each to generate an answer to the original question. + + Parameters + ---------- + request : QueryRequest + The query request containing the RAG type, document ID, and prompt details. + llm_service : LLMService + The LLM service for processing the query. + + Returns + ------- + Answer + The generated answer, including the answer text, relevant chunks, and metadata. + + Raises + ------ + HTTPException + If there's an invalid query type or an error occurs during query processing. """ logger.info(f"Query endpoint called with request: {request}") # Determine the type of query to run From 57d8d1c76140552beca874ccce9f995d75f02732 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 20:43:50 -0700 Subject: [PATCH 02/15] Updating CI to build docs --- .github/docs.yml | 33 ++++++++++++++++ .github/workflows/main.yml | 29 +++++++++++++- backend/docs/{docs => }/api/overview.md | 0 .../{docs => }/api/v1/endpoints/document.md | 0 .../docs/{docs => }/api/v1/endpoints/graph.md | 0 .../docs/{docs => }/api/v1/endpoints/query.md | 0 backend/docs/{docs => }/architecture.md | 0 backend/docs/{docs => }/deployment/docker.md | 0 backend/docs/{docs => }/deployment/native.md | 0 backend/docs/{docs => }/development/setup.md | 0 .../docs/{docs => }/development/testing.md | 0 .../{docs => }/extending/api_endpoints.md | 0 .../{docs => }/extending/document_loaders.md | 0 .../docs/{docs => }/extending/llm_services.md | 0 backend/docs/{docs => }/extending/overview.md | 0 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Python + uses: actions/setup-python@v2 + with: + python-version: '3.10' + + - name: Install Dependencies + run: | + cd backend + pip install mkdocs mkdocs-material mkdocstrings[python] pymdown-extensions + + - name: Build and Deploy + run: | + cd backend + mkdocs gh-deploy --force \ No newline at end of file diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 9a20846..08d7695 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -48,4 +48,31 @@ jobs: - name: Run unit tests with pytest run: | - cd backend && pytest --color=yes tests \ No newline at end of file + cd backend && pytest --color=yes tests + + build-docs: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + + - name: Set up Python + uses: actions/setup-python@v2 + with: + python-version: '3.10' + + - name: Install Dependencies + run: | + cd backend + pip install mkdocs mkdocs-material mkdocstrings[python] pymdown-extensions + + - name: Build Documentation + run: | + cd backend + mkdocs build + + - name: Deploy to GitHub Pages + if: github.event_name == 'push' && github.ref == 'refs/heads/main' + uses: peaceiris/actions-gh-pages@v3 + with: + github_token: ${{ secrets.GITHUB_TOKEN }} + publish_dir: ./backend/site \ No newline at end of file diff --git a/backend/docs/docs/api/overview.md b/backend/docs/api/overview.md similarity index 100% rename from backend/docs/docs/api/overview.md rename to backend/docs/api/overview.md diff --git a/backend/docs/docs/api/v1/endpoints/document.md b/backend/docs/api/v1/endpoints/document.md similarity index 100% rename from backend/docs/docs/api/v1/endpoints/document.md rename to backend/docs/api/v1/endpoints/document.md diff --git a/backend/docs/docs/api/v1/endpoints/graph.md b/backend/docs/api/v1/endpoints/graph.md similarity index 100% rename from backend/docs/docs/api/v1/endpoints/graph.md rename to backend/docs/api/v1/endpoints/graph.md diff --git a/backend/docs/docs/api/v1/endpoints/query.md 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diff --git a/backend/docs/docs/services/llm/base.md b/backend/docs/services/llm/base.md similarity index 100% rename from backend/docs/docs/services/llm/base.md rename to backend/docs/services/llm/base.md diff --git a/backend/docs/docs/services/llm/factory.md b/backend/docs/services/llm/factory.md similarity index 100% rename from backend/docs/docs/services/llm/factory.md rename to backend/docs/services/llm/factory.md diff --git a/backend/docs/docs/services/llm/openai_service.md b/backend/docs/services/llm/openai_service.md similarity index 100% rename from backend/docs/docs/services/llm/openai_service.md rename to backend/docs/services/llm/openai_service.md diff --git a/backend/docs/docs/services/llm/prompts.md b/backend/docs/services/llm/prompts.md similarity index 100% rename from backend/docs/docs/services/llm/prompts.md rename to backend/docs/services/llm/prompts.md diff --git a/backend/docs/docs/services/llm_service.md b/backend/docs/services/llm_service.md similarity index 100% rename from backend/docs/docs/services/llm_service.md rename to backend/docs/services/llm_service.md diff --git a/backend/docs/docs/services/loaders/base.md b/backend/docs/services/loaders/base.md similarity index 100% rename from backend/docs/docs/services/loaders/base.md rename to backend/docs/services/loaders/base.md diff --git a/backend/docs/docs/services/loaders/factory.md b/backend/docs/services/loaders/factory.md similarity index 100% rename from backend/docs/docs/services/loaders/factory.md rename to backend/docs/services/loaders/factory.md diff --git a/backend/docs/docs/services/loaders/pypdf_service.md b/backend/docs/services/loaders/pypdf_service.md similarity index 100% rename from backend/docs/docs/services/loaders/pypdf_service.md rename to backend/docs/services/loaders/pypdf_service.md diff --git a/backend/docs/docs/services/loaders/unstructured_service.md b/backend/docs/services/loaders/unstructured_service.md similarity index 100% rename from backend/docs/docs/services/loaders/unstructured_service.md rename to backend/docs/services/loaders/unstructured_service.md diff --git a/backend/docs/docs/services/query_service.md b/backend/docs/services/query_service.md similarity index 100% rename from backend/docs/docs/services/query_service.md rename to backend/docs/services/query_service.md diff --git a/backend/docs/docs/services/vector_db/base.md b/backend/docs/services/vector_db/base.md similarity index 100% rename from backend/docs/docs/services/vector_db/base.md rename to backend/docs/services/vector_db/base.md diff --git a/backend/docs/docs/services/vector_db/factory.md b/backend/docs/services/vector_db/factory.md similarity index 100% rename from backend/docs/docs/services/vector_db/factory.md rename to backend/docs/services/vector_db/factory.md diff --git a/backend/docs/docs/services/vector_db/milvus_service.md b/backend/docs/services/vector_db/milvus_service.md similarity index 100% rename from backend/docs/docs/services/vector_db/milvus_service.md rename to backend/docs/services/vector_db/milvus_service.md diff --git a/backend/docs/tutorials/extracting-data.md b/backend/docs/tutorials/extracting-data.md new file mode 100644 index 0000000..71d9b66 --- /dev/null +++ b/backend/docs/tutorials/extracting-data.md @@ -0,0 +1,39 @@ +# Tutorial: Extracting Data from Documents + +This tutorial walks you through the process of extracting structured data from documents using Knowledge Table. + +## Prerequisites + +- Knowledge Table backend running. +- OpenAI API key configured. + +## Steps + +1. **Upload a Document** + + Use the `/documents/` endpoint to upload a document. + + ```bash + curl -X POST "http://localhost:8000/api/v1/documents/" \ + -H "accept: application/json" \ + -H "Content-Type: multipart/form-data" \ + -F "file=@/path/to/your/document.pdf" + ``` + +2. **Define an Extraction Query** + + Use the `/queries/` endpoint to create a query. + + ```json + { + "question": "What is the main topic of the document?" + } + ``` + +3. **Retrieve the Answer** + + Use the `/queries/{id}/results/` endpoint to get the extracted data. + +## Conclusion + +You've successfully extracted data from a document. Explore other functionalities to get the most out of Knowledge Table. diff --git a/backend/docs/mkdocs.yml b/backend/mkdocs.yml similarity index 100% rename from backend/docs/mkdocs.yml rename to backend/mkdocs.yml From 140bb0265d673abb5d8b0a92b7b1fbb03e008743 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:02:26 -0700 Subject: [PATCH 03/15] Updating the docs for extending each service --- backend/docs/CONTRIBUTING.md | 1 + backend/docs/architecture.md | 5 +- backend/docs/development/setup.md | 2 +- backend/docs/extending/api_endpoints.md | 0 backend/docs/extending/document_loaders.md | 135 +++++++++++++++++++ backend/docs/extending/overview.md | 65 ++++++++++ backend/docs/extending/vector_databases.md | 143 +++++++++++++++++++++ backend/mkdocs.yml | 12 +- 8 files changed, 358 insertions(+), 5 deletions(-) create mode 120000 backend/docs/CONTRIBUTING.md delete mode 100644 backend/docs/extending/api_endpoints.md create mode 100644 backend/docs/extending/vector_databases.md diff --git a/backend/docs/CONTRIBUTING.md b/backend/docs/CONTRIBUTING.md new file mode 120000 index 0000000..f939e75 --- /dev/null +++ b/backend/docs/CONTRIBUTING.md @@ -0,0 +1 @@ +../../CONTRIBUTING.md \ No newline at end of file diff --git a/backend/docs/architecture.md b/backend/docs/architecture.md index b96aa97..b495564 100644 --- a/backend/docs/architecture.md +++ b/backend/docs/architecture.md @@ -9,7 +9,7 @@ Knowledge Table is built on a modular, service-oriented architecture that allows 1. API Layer 2. Service Layer 3. Model Layer -4. External Integrations (LLMs, Vector Databases) +4. External Integrations (LLMs, Vector Databases, Document Loaders) ```mermaid graph TD @@ -19,6 +19,9 @@ graph TD Services -->|Integrates| Ext[External Services] Ext -->|LLM| OpenAI[OpenAI] Ext -->|Vector DB| Milvus[Milvus] + Ext -->|Loaders| DocLoaders[Document Loaders] + DocLoaders -->|PDF| PyPDF[PyPDF] + DocLoaders -->|Unstructured| Unstructured[Unstructured] Models -->|Persists| DB[(Database)] ``` diff --git a/backend/docs/development/setup.md b/backend/docs/development/setup.md index 2c65544..4fc9d91 100644 --- a/backend/docs/development/setup.md +++ b/backend/docs/development/setup.md @@ -118,6 +118,6 @@ isort . - Familiarize yourself with the project structure. - Read through the API documentation. -- Check out the [Contributing Guide](../../contributing.md) for information on how to contribute to the project. +- Check out the [Contributing](../CONTRIBUTING.md) for information on how to contribute to the project. If you encounter any issues during setup, please refer to our troubleshooting guide or open an issue on the GitHub repository. \ No newline at end of file diff --git a/backend/docs/extending/api_endpoints.md b/backend/docs/extending/api_endpoints.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/extending/document_loaders.md b/backend/docs/extending/document_loaders.md index e69de29..b2f08a0 100644 --- a/backend/docs/extending/document_loaders.md +++ b/backend/docs/extending/document_loaders.md @@ -0,0 +1,135 @@ +# Extending Document Loaders + +This guide explains how to add support for new document loader services in the Knowledge Table backend. + +## Steps to Add a New Document Loader + +1. **Create a new Loader service class** + + In `src/app/services/loaders/`, create a new file `your_loader_service.py`. + + ```python + # your_loader_service.py + from typing import List, Optional + from langchain.schema import Document + from app.services.loaders.base import LoaderService + + class YourLoader(LoaderService): + def __init__(self, api_key: Optional[str] = None): + """Initialize the YourLoader.""" + self.api_key = api_key + + async def load(self, file_path: str) -> List[Document]: + """Load document from file path.""" + # Implement your loading logic here + pass + + async def load_and_split(self, file_path: str) -> List[Document]: + """Load and split document from file path.""" + # Implement your loading and splitting logic here + pass + ``` + +2. **Update the Loader Factory** + + In `src/app/services/loaders/factory.py`, import your new service and update the factory method. + + ```python + # factory.py + from app.services.loaders.your_loader_service import YourLoader + + class LoaderFactory: + @staticmethod + def create_loader() -> Optional[LoaderService]: + loader_type = settings.loader + logger.info(f"Creating loader of type: {loader_type}") + + try: + if loader_type == "unstructured": + # ... existing unstructured loader code ... + elif loader_type == "pypdf": + # ... existing pypdf loader code ... + elif loader_type == "your_loader": + logger.info("Using YourLoader") + return YourLoader(api_key=settings.your_loader_api_key) + else: + logger.warning(f"No loader found for type: {loader_type}") + return None + except ValueError as ve: + logger.error(f"Error creating loader: {str(ve)}") + raise + except Exception as e: + logger.exception(f"Error creating loader: {str(e)}") + return None + ``` + +3. **Configure the Service** + + In `src/app/core/config.py`, add configuration options for your loader. + + ```python + # config.py + from pydantic import BaseSettings + + class Settings(BaseSettings): + loader: str = "unstructured" # Default to unstructured + your_loader_api_key: Optional[str] = None + + settings = Settings() + ``` + + Update your environment variable or `.env` file accordingly: + + ``` + LOADER=your_loader + YOUR_LOADER_API_KEY=your_api_key_here + ``` + +4. **Implement the Loader Logic** + + In your `YourLoader` class, implement the `load` and `load_and_split` methods according to your loader's specific requirements. + + ```python + async def load(self, file_path: str) -> List[Document]: + # Example implementation + your_loader = YourLoaderLibrary(api_key=self.api_key) + raw_document = your_loader.load_file(file_path) + return [Document(page_content=raw_document, metadata={"source": file_path})] + + async def load_and_split(self, file_path: str) -> List[Document]: + # Example implementation + your_loader = YourLoaderLibrary(api_key=self.api_key) + raw_document = your_loader.load_file(file_path) + splits = your_loader.split_document(raw_document) + return [Document(page_content=split, metadata={"source": file_path, "split": i}) for i, split in enumerate(splits)] + ``` + +## Additional Considerations + +- **Error Handling**: Implement proper error handling in your loader service. +- **Testing**: Write unit tests for your new loader service. +- **Performance**: Consider optimizing your implementation for large documents. +- **Metadata**: Ensure your loader captures relevant metadata from the documents. +- **Compatibility**: Make sure your loader returns `langchain.schema.Document` objects for compatibility with the rest of the system. + +## Example: Implementing a PDF Loader + +Here's a simplified example of how the PDFLoader is implemented: + +```python +from typing import List +from langchain.schema import Document +from langchain.document_loaders import PyPDFLoader as LangchainPyPDFLoader +from app.services.loaders.base import LoaderService + +class PDFLoader(LoaderService): + async def load(self, file_path: str) -> List[Document]: + loader = LangchainPyPDFLoader(file_path) + return loader.load() + + async def load_and_split(self, file_path: str) -> List[Document]: + loader = LangchainPyPDFLoader(file_path) + return loader.load_and_split() +``` + +This example shows how to leverage existing libraries (in this case, Langchain's PyPDFLoader) to implement the required functionality. \ No newline at end of file diff --git a/backend/docs/extending/overview.md b/backend/docs/extending/overview.md index e69de29..1d193e3 100644 --- a/backend/docs/extending/overview.md +++ b/backend/docs/extending/overview.md @@ -0,0 +1,65 @@ +# Extending the Knowledge Table Backend + +## Overview + +The Knowledge Table backend is designed with extensibility in mind, allowing developers to add new capabilities and integrate with various services. This flexibility enables the system to adapt to evolving requirements and leverage new technologies as they become available. + +## Key Areas for Extension + +The backend can be extended in several key areas: + +1. **Document Loaders** + - Add support for new document formats + - Integrate with different document parsing libraries + - Customize document splitting and preprocessing + +2. **LLM (Language Model) Services** + - Integrate with new LLM providers + - Implement custom prompting strategies + - Optimize LLM usage for specific use cases + +3. **Vector Databases** + - Add support for different vector database solutions + - Implement custom indexing and search strategies + - Optimize vector operations for performance + +## Extension Guides + +Detailed guides for extending each area are provided in separate documents: + +- [Extending Document Loaders](document_loaders.md) +- [Extending LLM Services](llm_services.md) +- [Extending Vector Databases](vector_databases.md) + +## General Extension Principles + +When extending the Knowledge Table backend, keep the following principles in mind: + +1. **Modularity**: New components should be designed as modular, self-contained units that integrate cleanly with the existing architecture. + +2. **Consistency**: Follow the established patterns and conventions in the codebase to maintain consistency and readability. + +3. **Configuration**: Make new components configurable, allowing users to enable or customize them without code changes. + +4. **Error Handling**: Implement robust error handling and logging to facilitate debugging and maintenance. + +5. **Testing**: Write comprehensive unit tests for new components to ensure reliability and ease of maintenance. + +6. **Documentation**: Provide clear documentation for new components, including usage instructions and any configuration options. + +7. **Performance**: Consider the performance implications of new components, especially for operations that may scale with data volume. + +## Getting Started + +To begin extending the Knowledge Table backend: + +1. Familiarize yourself with the existing codebase and architecture. +2. Identify the area you want to extend (document loaders, LLM services, or vector databases). +3. Review the specific extension guide for your chosen area. +4. Create a new branch for your extension work. +5. Implement your extension following the guidelines and existing patterns. +6. Write tests for your new component. +7. Update configuration files and documentation as necessary. +8. Submit a pull request for review. + +By following these guidelines and leveraging the extensible architecture of the Knowledge Table backend, you can contribute new features and integrations that enhance the system's capabilities and adapt it to new use cases. \ No newline at end of file diff --git a/backend/docs/extending/vector_databases.md b/backend/docs/extending/vector_databases.md new file mode 100644 index 0000000..a995b7a --- /dev/null +++ b/backend/docs/extending/vector_databases.md @@ -0,0 +1,143 @@ +# Extending Vector DB Services + +This guide explains how to add support for new Vector Database services. + +## Steps to Add a New Vector DB Service + +1. **Create a new Vector DB service class** + + In `src/app/services/vector_db/`, create a new file `your_vector_db_service.py`. + + ```python + # your_vector_db_service.py + from typing import Any, Dict, List + from langchain.schema import Document as LangchainDocument + from app.models.query import Rule + from app.schemas.query import VectorResponse + from app.services.vector_db.base import VectorDBService + from app.services.llm_service import LLMService + + class YourVectorDBService(VectorDBService): + def __init__(self, llm_service: LLMService): + self.llm_service = llm_service + # Initialize your Vector DB client here + + async def upsert_vectors(self, vectors: List[Dict[str, Any]]) -> Dict[str, str]: + # Implement vector upsert logic + pass + + async def vector_search(self, queries: List[str], document_id: str) -> VectorResponse: + # Implement vector search logic + pass + + async def keyword_search(self, query: str, document_id: str, keywords: List[str]) -> VectorResponse: + # Implement keyword search logic + pass + + async def hybrid_search(self, query: str, document_id: str, rules: List[Rule]) -> VectorResponse: + # Implement hybrid search logic + pass + + async def decomposed_search(self, query: str, document_id: str, rules: List[Rule]) -> Dict[str, Any]: + # Implement decomposed search logic + pass + + async def delete_document(self, document_id: str) -> Dict[str, str]: + # Implement document deletion logic + pass + + async def ensure_collection_exists(self) -> None: + # Implement collection creation logic + pass + + async def prepare_chunks(self, document_id: str, chunks: List[LangchainDocument]) -> List[Dict[str, Any]]: + # Implement chunk preparation logic + pass + ``` + +2. **Update the Vector DB Factory** + + In `src/app/services/vector_db/factory.py`, import your new service and update the factory method. + + ```python + # factory.py + from app.services.vector_db.your_vector_db_service import YourVectorDBService + + class VectorDBFactory: + @staticmethod + def create_vector_db_service(provider: str, llm_service: LLMService) -> Optional[VectorDBService]: + logger.info(f"Creating vector database service with provider: {provider}") + if provider.lower() == "milvus-lite": + return MilvusService(llm_service) + elif provider.lower() == "your_vector_db": + return YourVectorDBService(llm_service) + # Add other vector database providers here + logger.warning(f"Unsupported vector database provider: {provider}") + return None + ``` + +3. **Configure the Service** + + In `src/app/core/config.py`, add a configuration option for your Vector DB. + + ```python + # config.py + from pydantic import BaseSettings + + class Settings(BaseSettings): + VECTOR_DB_PROVIDER: str = "milvus-lite" # Default to Milvus-Lite + + settings = Settings() + ``` + + Update your environment variable or `.env` file accordingly: + + ``` + VECTOR_DB_PROVIDER=your_vector_db + ``` + +4. **Use the New Service** + + The application will now use your Vector DB service based on the configuration. + +## Additional Considerations + +- **Authentication**: Ensure you handle any API keys or authentication required by your Vector DB service. +- **Error Handling**: Implement proper error handling in your service. +- **Testing**: Write unit tests for your new service. +- **Performance**: Consider optimizing your implementation for large-scale vector operations. +- **Compatibility**: Ensure your implementation is compatible with the existing LLM service and document processing pipeline. + +## Example: Implementing a Specific Method + +Here's an example of how you might implement the `vector_search` method for a hypothetical Vector DB: + +```python +async def vector_search(self, queries: List[str], document_id: str) -> VectorResponse: + results = [] + for query in queries: + # Get embeddings for the query + query_embedding = await self.llm_service.get_embeddings(query) + + # Perform the search in your Vector DB + search_results = self.vector_db_client.search( + collection_name="your_collection", + query_vector=query_embedding, + filter=f"document_id == '{document_id}'", + limit=10 + ) + + # Process and format the results + for result in search_results: + results.append(Chunk( + content=result.text, + page=result.metadata.get('page_number', 0) + )) + + return VectorResponse( + message="Query processed successfully.", + chunks=results + ) +``` + +Remember to adapt this example to the specific API and functionality of your chosen Vector DB service. \ No newline at end of file diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index 46a4801..3cff0ac 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -1,5 +1,5 @@ site_name: Knowledge Table Backend Documentation -site_url: https://your-docs-url.com # Replace with your actual URL +site_url: https://whyhow-ai.github.io/knowledge-table/ repo_url: https://github.com/whyhow-ai/knowledge-table edit_uri: blob/main/backend/docs/ @@ -30,6 +30,8 @@ nav: - Installation: getting-started/installation.md - Configuration: getting-started/configuration.md - Architecture: architecture.md + - Tutorials: + - Extracting Data from Documents: tutorials/extracting-data.md - API Reference: - Overview: api/overview.md - v1: @@ -72,7 +74,7 @@ nav: - Deployment: - Docker: deployment/docker.md - Native: deployment/native.md - - Contributing: contributing.md + - Contributing: CONTRIBUTING.md plugins: - search @@ -99,7 +101,11 @@ markdown_extensions: - pymdownx.magiclink - pymdownx.mark - pymdownx.smartsymbols - - pymdownx.superfences + - pymdownx.superfences: + custom_fences: + - name: mermaid + class: mermaid + format: !!python/name:pymdownx.superfences.fence_code_format - pymdownx.tasklist - pymdownx.tilde - pymdownx.emoji: From 0fabace5ba97203b54d8089bff01dc675bb35f74 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:11:34 -0700 Subject: [PATCH 04/15] Updating the services documentation --- backend/docs/services/document_service.md | 115 ++++++++++++++ backend/docs/services/graph_service.md | 180 ++++++++++++++++++++++ backend/docs/services/llm_service.md | 164 ++++++++++++++++++++ backend/docs/services/query_service.md | 147 ++++++++++++++++++ backend/mkdocs.yml | 2 +- 5 files changed, 607 insertions(+), 1 deletion(-) diff --git a/backend/docs/services/document_service.md b/backend/docs/services/document_service.md index e69de29..e81b40d 100644 --- a/backend/docs/services/document_service.md +++ b/backend/docs/services/document_service.md @@ -0,0 +1,115 @@ +# Document Service + +The `DocumentService` is responsible for handling document-related operations in the Knowledge Table backend. It manages the process of uploading, processing, and storing documents in the vector database. + +## Class: DocumentService + +### Initialization + +```python +def __init__(self, vector_db_service: VectorDBService, llm_service: LLMService): +``` + +- `vector_db_service`: An instance of a `VectorDBService` for storing document vectors. +- `llm_service`: An instance of an `LLMService` for language model operations. + +The service also initializes a `LoaderFactory` and a `RecursiveCharacterTextSplitter` for document processing. + +### Methods + +#### upload_document + +```python +async def upload_document(self, filename: str, file_content: bytes) -> Optional[str]: +``` + +Uploads and processes a document. + +- `filename`: The name of the file being uploaded. +- `file_content`: The binary content of the file. + +Returns: +- A `str` containing the generated document ID if successful, or `None` if an error occurred. + +Process: +1. Generates a unique document ID. +2. Saves the file content to a temporary file. +3. Processes the document, splitting it into chunks. +4. If the LLM service is available, prepares and upserts the chunks into the vector database. +5. Cleans up the temporary file. + +#### _process_document (private) + +```python +async def _process_document(self, file_path: str) -> List[LangchainDocument]: +``` + +Processes a document by loading and splitting it into chunks. + +- `file_path`: The path to the document file. + +Returns: +- A list of `LangchainDocument` objects representing the document chunks. + +#### _load_document (private) + +```python +async def _load_document(self, file_path: str) -> List[LangchainDocument]: +``` + +Loads a document using the appropriate loader. + +- `file_path`: The path to the document file. + +Returns: +- A list of `LangchainDocument` objects representing the loaded document. + +Raises: +- `ValueError` if no loader is available for the configured loader type. + +#### _generate_document_id (static method) + +```python +@staticmethod +def _generate_document_id() -> str: +``` + +Generates a unique document ID. + +Returns: +- A string containing a hexadecimal UUID. + +## Usage + +The `DocumentService` is typically instantiated with a `VectorDBService` and an `LLMService`, and then used to upload and process documents: + +```python +vector_db_service = VectorDBFactory.create_vector_db_service(...) +llm_service = LLMFactory.get_llm_service(...) +document_service = DocumentService(vector_db_service, llm_service) + +document_id = await document_service.upload_document("example.pdf", file_content) +if document_id: + print(f"Document uploaded successfully with ID: {document_id}") +else: + print("Failed to upload document") +``` + +## Configuration + +The `DocumentService` uses the following configuration settings: + +- `settings.chunk_size`: The size of document chunks for splitting. +- `settings.chunk_overlap`: The overlap between document chunks. +- `settings.loader`: The type of document loader to use. + +These settings can be adjusted in the application's configuration file. + +## Error Handling + +The service includes error handling and logging for various scenarios, including: +- Failures during document upload or processing +- Unavailability of the LLM service +- Issues with document loading + +Errors are logged for debugging purposes, and the service aims to gracefully handle exceptions to prevent application crashes. \ No newline at end of file diff --git a/backend/docs/services/graph_service.md b/backend/docs/services/graph_service.md index e69de29..9f825ce 100644 --- a/backend/docs/services/graph_service.md +++ b/backend/docs/services/graph_service.md @@ -0,0 +1,180 @@ +# Graph Service + +The Graph Service module is responsible for processing table data, generating schemas, and creating triples (subject-predicate-object relationships) from the data. It's a crucial component in transforming structured table data into a graph representation. + +## Functions + +### parse_table + +````python +async def parse_table(data: Table) -> Dict[str, Any]: +```` + + +Prepares the table data for schema generation. + +**Parameters:** +- `data` (Table): The input table data containing rows, columns, and cells. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing parsed table data with document information and answers for each cell. + +### generate_triples + +````python +async def generate_triples(schema: SchemaResponseModel, table_data: Table) -> Dict[str, Any]: +```` + + +Generates triples and chunks from the given schema and table data. + +**Parameters:** +- `schema` (SchemaResponseModel): The schema containing relationships between entities. +- `table_data` (Table): The table data to process. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing generated triples and chunks. + +### generate_triples_for_relationship + +````python +def generate_triples_for_relationship(relationship: SchemaRelationship, table_data: Table) -> List[Triple]: +```` + + +Generates triples for a single relationship across all rows in the table. + +**Parameters:** +- `relationship` (SchemaRelationship): The relationship schema to use for triple generation. +- `table_data` (Table): The table data containing rows to process. + +**Returns:** +- `List[Triple]`: A list of generated Triple objects for the given relationship. + +### create_triple_for_row + +````python +def create_triple_for_row(relationship: SchemaRelationship, row: Row, table_data: Table) -> Optional[Triple]: +```` + + +Creates a single triple for a given relationship and row. + +**Parameters:** +- `relationship` (SchemaRelationship): The relationship schema to use for triple creation. +- `row` (Row): The row data to process. +- `table_data` (Table): The complete table data for context. + +**Returns:** +- `Optional[Triple]`: A Triple object if both head and tail values are found, None otherwise. + +### get_cell_value + +````python +def get_cell_value(entity_type: str, row: Row, table_data: Table) -> Optional[str]: +```` + + +Gets the cell value for a given entity type and row. + +**Parameters:** +- `entity_type` (str): The entity type to look for in the table columns. +- `row` (Row): The row data to process. +- `table_data` (Table): The complete table data for context. + +**Returns:** +- `Optional[str]`: The cell value if found, None otherwise. + +### get_label + +````python +def get_label(entity_type: str) -> str: +```` + + +Gets the label for an entity type. + +**Parameters:** +- `entity_type` (str): The entity type to get the label for. + +**Returns:** +- `str`: 'Document' if the entity_type is 'Document', otherwise returns the entity_type itself. + +### generate_chunks_for_triples + +````python +def generate_chunks_for_triples(triples: List[Triple], table_data: Table) -> List[Dict[str, Any]]: +```` + + +Generates chunks for a list of triples. + +**Parameters:** +- `triples` (List[Triple]): The list of triples to generate chunks for. +- `table_data` (Table): The complete table data for context. + +**Returns:** +- `List[Dict[str, Any]]`: A list of chunk dictionaries generated for all triples. + +### generate_chunks_for_triple + +````python +def generate_chunks_for_triple(triple: Triple, table_data: Table) -> List[Dict[str, Any]]: +```` + + +Generates chunks for a single triple. + +**Parameters:** +- `triple` (Triple): The triple to generate chunks for. +- `table_data` (Table): The complete table data for context. + +**Returns:** +- `List[Dict[str, Any]]`: A list of chunk dictionaries generated for the given triple. + +### process_table_and_generate_triples + +````python +async def process_table_and_generate_triples(table_data: Table) -> ExportData: +```` + + +Processes the table data, generates a schema, and creates triples. + +**Parameters:** +- `table_data` (Table): The input table data to process. + +**Returns:** +- `ExportData`: An ExportData object containing the generated triples and chunks. + +## Usage + +The main entry point for using this service is the `process_table_and_generate_triples` function. It orchestrates the entire process of generating triples from table data: + +1. Obtains an LLM (Language Model) service. +2. Generates a schema using the LLM service. +3. Creates triples based on the generated schema and table data. + +Example usage: + +````python +table_data = Table(...) # Your table data +export_data = await process_table_and_generate_triples(table_data) +```` + + +## Error Handling + +The service includes extensive error handling and logging. Errors are logged for debugging purposes, and the service aims to gracefully handle exceptions to prevent application crashes. + +## Dependencies + +This service depends on: +- `whyhow` library for Node, Relation, and Triple classes +- `app.core.dependencies` for getting the LLM service +- `app.models.graph` for ExportData model +- `app.models.llm` for SchemaRelationship and SchemaResponseModel +- `app.schemas.graph` for Row and Table schemas +- `app.services.llm_service` for generating schemas + +Ensure all these dependencies are properly installed and configured in your environment. \ No newline at end of file diff --git a/backend/docs/services/llm_service.md b/backend/docs/services/llm_service.md index e69de29..4830724 100644 --- a/backend/docs/services/llm_service.md +++ b/backend/docs/services/llm_service.md @@ -0,0 +1,164 @@ +# LLM Service + +This module provides functions for generating responses from a language model (LLM) based on various prompts and input data. It handles different types of queries, including keyword extraction, schema generation, and query decomposition. + +## Functions + +### generate_response + +````python +async def generate_response( + llm_service: LLMService, + query: str, + chunks: str, + rules: list[Rule], + format: Literal["int", "str", "bool", "int_array", "str_array"], +) -> dict[str, Any]: +```` + + +Generates a response from the language model based on the given query and format. + +**Parameters:** +- `llm_service` (LLMService): The language model service to use. +- `query` (str): The user's query to be answered. +- `chunks` (str): The context or relevant text chunks for answering the query. +- `rules` (list[Rule]): A list of rules to apply when generating the response. +- `format` (Literal["int", "str", "bool", "int_array", "str_array"]): The desired format of the response. + +**Returns:** +- `dict[str, Any]`: A dictionary containing the generated answer or an error message. + +### get_keywords + +````python +async def get_keywords( + llm_service: LLMService, query: str +) -> dict[str, list[str] | None]: +```` + + +Extracts keywords from a query using the language model. + +**Parameters:** +- `llm_service` (LLMService): The language model service to use. +- `query` (str): The query from which to extract keywords. + +**Returns:** +- `dict[str, list[str] | None]`: A dictionary containing the extracted keywords or None if an error occurs. + +### get_similar_keywords + +````python +async def get_similar_keywords( + llm_service: LLMService, chunks: str, rule: list[str] +) -> dict[str, Any]: +```` + + +Retrieves keywords similar to the provided keywords from the given text chunks. + +**Parameters:** +- `llm_service` (LLMService): The language model service to use. +- `chunks` (str): The text chunks to search for similar keywords. +- `rule` (list[str]): The list of keywords to use as a reference. + +**Returns:** +- `dict[str, Any]`: A dictionary containing the similar keywords found or None if an error occurs. + +### decompose_query + +````python +async def decompose_query( + llm_service: LLMService, query: str +) -> dict[str, Any]: +```` + + +Decomposes a complex query into multiple simpler sub-queries. + +**Parameters:** +- `llm_service` (LLMService): The language model service to use. +- `query` (str): The complex query to be decomposed. + +**Returns:** +- `dict[str, Any]`: A dictionary containing the list of sub-queries or None if an error occurs. + +### generate_schema + +````python +async def generate_schema( + llm_service: LLMService, data: Table +) -> dict[str, Any]: +```` + + +Generates a schema for the table based on column information and questions. + +**Parameters:** +- `llm_service` (LLMService): The language model service to use. +- `data` (Table): The table data containing information about columns, rows, and documents. + +**Returns:** +- `dict[str, Any]`: A dictionary containing the generated schema or None if an error occurs. + +## Helper Functions + +### _get_str_rule_line + +````python +def _get_str_rule_line(str_rule: Rule | None, query: str) -> str: +```` + + +Generates a string rule line based on the given string rule and query. + +### _get_int_rule_line + +````python +def _get_int_rule_line(int_rule: Rule | None) -> str: +```` + + +Generates an integer rule line based on the given integer rule. + +## Usage + +These functions are typically used in conjunction with an LLM service to process queries, generate responses, and manipulate data. They are designed to be flexible and handle various types of inputs and outputs. + +Example usage: + +````python +llm_service = get_llm_service() # Assume this function exists to get an LLM service +query = "What is the capital of France?" +chunks = "Paris is the capital and most populous city of France." +rules = [Rule(type="must_return", options=["city name"])] + +response = await generate_response(llm_service, query, chunks, rules, format="str") +print(response) # {'answer': 'Paris'} + +keywords = await get_keywords(llm_service, query) +print(keywords) # {'keywords': ['capital', 'France']} +```` + + +## Error Handling + +All functions include error handling to catch and log exceptions. In case of an error, they typically return a dictionary with a None value or an error message. + +## Dependencies + +This module depends on: +- Various response models from `app.models.llm` +- `Rule` model from `app.models.query` +- `Table` schema from `app.schemas.graph` +- `LLMService` from `app.services.llm.base` +- Various prompt templates from `app.services.llm.prompts` + +Ensure all these dependencies are properly installed and imported in your environment. +````` + +This documentation provides an overview of the `llm_service.py` file, detailing its functions, their parameters, return values, and usage. It also includes information about helper functions, error handling, and dependencies. This should help developers understand how to use and extend the LLM service functionality in the Knowledge Table backend. +```` + +```` diff --git a/backend/docs/services/query_service.md b/backend/docs/services/query_service.md index e69de29..dc0945f 100644 --- a/backend/docs/services/query_service.md +++ b/backend/docs/services/query_service.md @@ -0,0 +1,147 @@ +# Query Service + +This module provides services for processing different types of queries using vector database search and language model generation. It supports decomposition, hybrid, and simple vector queries. + +## Functions + +### get_vector_db_service + +```python +async def get_vector_db_service() -> Any: +``` + +Gets the vector database service instance. + +**Returns:** +- `Any`: An instance of the vector database service. + +**Raises:** +- `ValueError`: If the vector database service creation fails. + +### process_query + +```python +async def process_query( + query_type: Literal["decomposition", "hybrid", "simple_vector"], + query: str, + document_id: str, + rules: List[Rule], + format: Literal["int", "str", "bool", "int_array", "str_array"], + llm_service: LLMService, +) -> Dict[str, Any]: +``` + +Processes the query based on the specified type. + +**Parameters:** +- `query_type`: The type of query to perform. +- `query`: The query string. +- `document_id`: The ID of the document to search. +- `rules`: A list of rules to apply to the query. +- `format`: The desired format of the answer. +- `llm_service`: The language model service to use for generating responses. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. + +### decomposition_query + +```python +async def decomposition_query( + query: str, + document_id: str, + rules: List[Rule], + format: Literal["int", "str", "bool", "int_array", "str_array"], + llm_service: LLMService, +) -> Dict[str, Any]: +``` + +Performs a decomposition query. This is a wrapper function that calls `process_query` with the "decomposition" query type. + +**Parameters:** +- `query`: The query string. +- `document_id`: The ID of the document to search. +- `rules`: A list of rules to apply to the query. +- `format`: The desired format of the answer. +- `llm_service`: The language model service to use for generating responses. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. + +### hybrid_query + +```python +async def hybrid_query( + query: str, + document_id: str, + rules: List[Rule], + format: Literal["int", "str", "bool", "int_array", "str_array"], + llm_service: LLMService, +) -> Dict[str, Any]: +``` + +Performs a hybrid query. This is a wrapper function that calls `process_query` with the "hybrid" query type. + +**Parameters:** +- `query`: The query string. +- `document_id`: The ID of the document to search. +- `rules`: A list of rules to apply to the query. +- `format`: The desired format of the answer. +- `llm_service`: The language model service to use for generating responses. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. + +### simple_vector_query + +```python +async def simple_vector_query( + query: str, + document_id: str, + rules: List[Rule], + format: Literal["int", "str", "bool", "int_array", "str_array"], + llm_service: LLMService, +) -> Dict[str, Any]: +``` + +Performs a simple vector query. This is a wrapper function that calls `process_query` with the "simple_vector" query type. + +**Parameters:** +- `query`: The query string. +- `document_id`: The ID of the document to search. +- `rules`: A list of rules to apply to the query. +- `format`: The desired format of the answer. +- `llm_service`: The language model service to use for generating responses. + +**Returns:** +- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. + +## Usage + +The query service provides three main types of queries: decomposition, hybrid, and simple vector. Each query type is implemented as a separate function, but they all use the common `process_query` function internally. + +Example usage: + +```python +llm_service = get_llm_service() # Assume this function exists to get an LLM service +query = "What is the capital of France?" +document_id = "doc123" +rules = [Rule(type="must_return", options=["city name"])] + +result = await decomposition_query(query, document_id, rules, format="str", llm_service) +print(result) # {'answer': 'Paris', 'chunks': [...]} +``` + +## Dependencies + +This module depends on: +- `app.core.dependencies` for getting LLM service and settings +- `app.models.query` for the Rule model +- `app.services.llm_service` for LLMService and generate_response function +- `app.services.vector_db.factory` for VectorDBFactory + +Ensure all these dependencies are properly installed and imported in your environment. + +## Error Handling + +The service includes error handling, particularly in the `get_vector_db_service` function, which raises a `ValueError` if the vector database service creation fails. Other functions may propagate exceptions from the underlying services they use. \ No newline at end of file diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index 3cff0ac..468097c 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -66,7 +66,7 @@ nav: - Extending the Project: - Overview: extending/overview.md - LLM Services: extending/llm_services.md - - API Endpoints: extending/api_endpoints.md + - Vector DB Services: extending/vector_databases.md - Document Loaders: extending/document_loaders.md - Development: - Setup: development/setup.md From 1f531ddcae037e5c1cde65e370400d12b918499a Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:17:01 -0700 Subject: [PATCH 05/15] Updating docs for models --- backend/docs/models/document.md | 31 ++++++++ backend/docs/models/graph.md | 84 +++++++++++++++++++++ backend/docs/models/llm.md | 129 ++++++++++++++++++++++++++++++++ backend/docs/models/query.md | 60 +++++++++++++++ 4 files changed, 304 insertions(+) diff --git a/backend/docs/models/document.md b/backend/docs/models/document.md index e69de29..bcaa0a4 100644 --- a/backend/docs/models/document.md +++ b/backend/docs/models/document.md @@ -0,0 +1,31 @@ +# Document Model + +This file defines the `Document` model using Pydantic. + +## Class: Document + +Inherits from: `pydantic.BaseModel` + +### Attributes: + +- `id` (str): The unique identifier for the document. +- `name` (str): The name of the document. +- `author` (str): The author of the document. +- `tag` (str): A tag associated with the document. +- `page_count` (int): The number of pages in the document. + +### Usage: + +```python +from app.models.document import Document + +doc = Document( + id="123", + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) +``` + +This model is used to represent and validate document data in the application. \ No newline at end of file diff --git a/backend/docs/models/graph.md b/backend/docs/models/graph.md index e69de29..cfaf67f 100644 --- a/backend/docs/models/graph.md +++ b/backend/docs/models/graph.md @@ -0,0 +1,84 @@ +# Graph Models + +This file defines various models related to the knowledge graph using Pydantic. + +## Class: Chunk + +Represents a chunk of content with associated metadata. + +### Attributes: +- `chunk_id` (str): Unique identifier for the chunk. +- `content` (str): The content of the chunk. +- `page` (Union[int, str]): The page number or identifier. +- `triple_id` (str): The ID of the associated triple. + +## Class: Document + +Represents a document in the system. + +### Attributes: +- `id` (str): Unique identifier for the document. +- `name` (str): The name of the document. + +## Class: Node + +Represents a node in the knowledge graph. + +### Attributes: +- `label` (str): The label of the node. +- `name` (str): The name of the node. + +## Class: Relation + +Represents a relationship between two nodes in the knowledge graph. + +### Attributes: +- `name` (str): The name of the relation. + +## Class: Triple + +Represents a triple in the knowledge graph. + +### Attributes: +- `triple_id` (str): Unique identifier for the triple. +- `head` (Node): The head node of the triple. +- `tail` (Node): The tail node of the triple. +- `relation` (Relation): The relation between the head and tail nodes. +- `chunk_ids` (List[str]): List of associated chunk IDs. + +## Class: ExportData + +Represents the exported data containing triples and content chunks. + +### Attributes: +- `triples` (List[Triple]): List of triples in the exported data. +- `chunks` (List[Dict[str, Any]]): List of chunks in the exported data. + +### Usage: + +```python +from app.models.graph import ExportData, Triple, Node, Relation, Chunk + +export_data = ExportData( + triples=[ + Triple( + triple_id="123", + head=Node(label="Person", name="John"), + tail=Node(label="City", name="New York"), + relation=Relation(name="lives_in"), + chunk_ids=["chunk1", "chunk2"] + ) + ], + chunks=[ + { + "chunk_id": "chunk1", + "content": "John lives in New York.", + "page": 1, + "triple_id": "123" + } + ] +) +```` + + +These models are used to represent and validate graph-related data in the application. \ No newline at end of file diff --git a/backend/docs/models/llm.md b/backend/docs/models/llm.md index e69de29..1048d94 100644 --- a/backend/docs/models/llm.md +++ b/backend/docs/models/llm.md @@ -0,0 +1,129 @@ +# LLM Response Models + +This file defines Pydantic models for validating responses from the LLM API. + +## Base Classes + +### BaseResponseModel + +Base class for response models with common validation logic. + +#### Methods: +- `validate_none(cls, v: Any) -> Optional[Any]`: Validates if the value is None or equivalent to None. + +### ArrayResponseModel + +Base class for array response models. + +#### Methods: +- `validate_array(cls, v: Any, max_length: Optional[int] = None) -> Optional[List[Any]]`: Validates if the value is a list or None, and applies max length constraint if specified. + +## Response Models + +### BoolResponseModel + +Validates boolean responses. + +#### Attributes: +- `answer` (Optional[bool]): The boolean answer to the query. + +#### Methods: +- `validate_bool(cls, v: Union[str, bool, None]) -> Optional[bool]`: Validates if the value is a boolean or None. + +### IntResponseModel + +Validates integer responses. + +#### Attributes: +- `answer` (Optional[int]): The integer answer to the query. + +#### Methods: +- `validate_int(cls, v: Union[str, int, None]) -> Optional[int]`: Validates if the value is an integer or None. + +### IntArrayResponseModel + +Validates integer array responses. + +#### Attributes: +- `answer` (Optional[List[int]]): The list of integer answers to the query. + +#### Methods: +- `validate_int_array(cls, v: Any, info: ValidationInfo) -> Optional[List[int]]`: Validates if the value is an integer array or None. + +### StrArrayResponseModel + +Validates string array responses. + +#### Attributes: +- `answer` (Optional[List[str]]): The list of string answers to the query. + +#### Methods: +- `validate_str_array(cls, v: Any, info: ValidationInfo) -> Optional[List[str]]`: Validates if the value is a string array or None. + +### StrResponseModel + +Validates string responses. + +#### Attributes: +- `answer` (Optional[str]): The string answer to the query. + +#### Methods: +- `validate_str(cls, v: Optional[str], info: ValidationInfo) -> Optional[str]`: Validates if the value is a string or None. + +### KeywordsResponseModel + +Validates keyword responses. + +#### Attributes: +- `keywords` (Optional[List[str]]): The extracted keywords from the query. + +#### Methods: +- `validate_keywords(cls, v: Any) -> Optional[List[str]]`: Validates if the value is a string array or None. + +### SubQueriesResponseModel + +Validates sub-query responses. + +#### Attributes: +- `sub_queries` (Optional[List[str]]): The decomposed sub-queries. + +#### Methods: +- `validate_sub_queries(cls, v: Any) -> Optional[List[str]]`: Validates if the value is a string array or None. + +### SchemaRelationship + +Represents a schema relationship. + +#### Attributes: +- `head` (str): The head entity of the relationship. +- `relation` (str): The relation between the head and tail entities. +- `tail` (str): The tail entity of the relationship. + +### SchemaResponseModel + +Validates schema responses. + +#### Attributes: +- `relationships` (Optional[List[SchemaRelationship]]): The relationships in the schema. + +#### Methods: +- `validate_relationships(cls, v: Any) -> Optional[List[SchemaRelationship]]`: Validates if the value is a schema relationship array or None. + +## Usage + +```python +from app.models.llm import BoolResponseModel, IntArrayResponseModel, SchemaResponseModel, SchemaRelationship + +bool_response = BoolResponseModel(answer=True) +int_array_response = IntArrayResponseModel(answer=[1, 2, 3]) +schema_response = SchemaResponseModel(relationships=[ + SchemaRelationship(head="Person", relation="lives_in", tail="City") +]) +```` + + +These models are used to validate and structure responses from the LLM API in the application. +`````` + +This markdown file provides documentation for the LLM response models in your `llm.py` file, explaining their structure, attributes, methods, and providing a usage example. +```` diff --git a/backend/docs/models/query.md b/backend/docs/models/query.md index e69de29..1856d1a 100644 --- a/backend/docs/models/query.md +++ b/backend/docs/models/query.md @@ -0,0 +1,60 @@ +# Query Models + +This file defines Pydantic models related to queries and their responses. + +## Class: Rule + +Represents a rule for query processing. + +### Attributes: +- `type` (Literal["must_return", "may_return", "max_length"]): The type of rule. +- `options` (Optional[List[str]]): Possible options for the rule. +- `length` (Optional[int]): The length constraint for the rule. + +## Class: Chunk + +Represents a chunk of content in a query response. + +### Attributes: +- `content` (str): The content of the chunk. +- `page` (int): The page number where the chunk is found. + +## Class: Answer + +Represents an answer to a query. + +### Attributes: +- `id` (str): Unique identifier for the answer. +- `document_id` (str): The ID of the document containing the answer. +- `prompt_id` (str): The ID of the prompt used to generate the answer. +- `answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The actual answer content. +- `chunks` (List[Chunk]): List of chunks supporting the answer. +- `type` (str): The type of the answer. + +## Usage + +```python +from app.models.query import Rule, Chunk, Answer + +rule = Rule(type="must_return", options=["option1", "option2"]) + +chunk = Chunk(content="Sample content", page=1) + +answer = Answer( + id="123", + document_id="doc1", + prompt_id="prompt1", + answer="Sample answer", + chunks=[chunk], + type="text" +) +```` + + +These models are used to represent and validate query-related data in the application. +`````` + +This markdown file provides documentation for the query-related models in your `query.py` file, explaining their structure, attributes, and providing a usage example. +```` + +```` From d6fb5231959790339ae5d63cb9551d115f59fe99 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:20:39 -0700 Subject: [PATCH 06/15] Updating the docs for the schemas --- backend/docs/models/llm.md | 6 +- backend/docs/models/query.md | 6 -- backend/docs/schemas/document.md | 67 ++++++++++++++++++ backend/docs/schemas/graph.md | 113 +++++++++++++++++++++++++++++++ backend/docs/schemas/query.md | 88 ++++++++++++++++++++++++ 5 files changed, 269 insertions(+), 11 deletions(-) create mode 100644 backend/docs/schemas/document.md create mode 100644 backend/docs/schemas/graph.md create mode 100644 backend/docs/schemas/query.md diff --git a/backend/docs/models/llm.md b/backend/docs/models/llm.md index 1048d94..5caa027 100644 --- a/backend/docs/models/llm.md +++ b/backend/docs/models/llm.md @@ -122,8 +122,4 @@ schema_response = SchemaResponseModel(relationships=[ ```` -These models are used to validate and structure responses from the LLM API in the application. -`````` - -This markdown file provides documentation for the LLM response models in your `llm.py` file, explaining their structure, attributes, methods, and providing a usage example. -```` +These models are used to validate and structure responses from the LLM API in the application. \ No newline at end of file diff --git a/backend/docs/models/query.md b/backend/docs/models/query.md index 1856d1a..7cc948a 100644 --- a/backend/docs/models/query.md +++ b/backend/docs/models/query.md @@ -52,9 +52,3 @@ answer = Answer( These models are used to represent and validate query-related data in the application. -`````` - -This markdown file provides documentation for the query-related models in your `query.py` file, explaining their structure, attributes, and providing a usage example. -```` - -```` diff --git a/backend/docs/schemas/document.md b/backend/docs/schemas/document.md new file mode 100644 index 0000000..ae3c342 --- /dev/null +++ b/backend/docs/schemas/document.md @@ -0,0 +1,67 @@ +# Document Schemas + +This file defines Pydantic schemas for API requests and responses related to documents. + +## Class: DocumentCreate + +Schema for creating a new document. + +### Attributes: +- `name` (str): The name of the document. +- `author` (str): The author of the document. +- `tag` (str): A tag associated with the document. +- `page_count` (Annotated[int, Field(strict=True, gt=0)]): The number of pages in the document. This field is strictly validated to ensure it's a positive integer. + +## Class: DocumentResponse + +Schema for document response, inheriting from the Document model. + +### Attributes: +Inherits all attributes from the `Document` model: +- `id` (str): The unique identifier for the document. +- `name` (str): The name of the document. +- `author` (str): The author of the document. +- `tag` (str): A tag associated with the document. +- `page_count` (int): The number of pages in the document. + +## Class: DeleteDocumentResponse + +Schema for delete document response. + +### Attributes: +- `id` (str): The ID of the deleted document. +- `status` (str): The status of the delete operation. +- `message` (str): A message describing the result of the delete operation. + +## Usage + +```python +from app.schemas.document import DocumentCreate, DocumentResponse, DeleteDocumentResponse + +# Creating a new document +new_doc = DocumentCreate( + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) + +# Document response +doc_response = DocumentResponse( + id="123", + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) + +# Delete document response +delete_response = DeleteDocumentResponse( + id="123", + status="success", + message="Document successfully deleted" +) +```` + + +These schemas are used to validate and structure data for API requests and responses related to documents in the application. \ No newline at end of file diff --git a/backend/docs/schemas/graph.md b/backend/docs/schemas/graph.md new file mode 100644 index 0000000..5c355a2 --- /dev/null +++ b/backend/docs/schemas/graph.md @@ -0,0 +1,113 @@ +# Graph Schemas + +This file defines Pydantic schemas for the graph API, including structures for prompts, table components, and export requests/responses. + +## Class: Prompt + +Represents a prompt used to extract specific information. + +### Attributes: +- `entityType` (str): The type of entity the prompt is associated with. +- `id` (str): Unique identifier for the prompt. +- `query` (str): The query text of the prompt. +- `rules` (List[Any]): List of rules associated with the prompt. +- `type` (str): The type of the prompt. + +## Class: Cell + +Represents a cell in a table. + +### Attributes: +- `answer` (Dict[str, Any]): The answer content of the cell. +- `columnId` (str): The ID of the column this cell belongs to. +- `dirty` (Union[bool, str]): Indicates if the cell has been modified. +- `rowId` (str): The ID of the row this cell belongs to. + +## Class: Column + +Represents a column in a table. + +### Attributes: +- `id` (str): Unique identifier for the column. +- `prompt` (Prompt): The prompt associated with this column. +- `width` (Union[int, str]): The width of the column. +- `hidden` (Union[bool, str]): Indicates if the column is hidden. + +## Class: Document + +Represents a document. + +### Attributes: +- `id` (str): Unique identifier for the document. +- `name` (str): The name of the document. +- `author` (str): The author of the document. +- `tag` (str): A tag associated with the document. +- `page_count` (Union[int, str]): The number of pages in the document. + +## Class: Row + +Represents a row in a table. + +### Attributes: +- `id` (str): Unique identifier for the row. +- `document` (Document): The document associated with this row. +- `hidden` (Union[bool, str]): Indicates if the row is hidden. + +## Class: Table + +Represents a table. + +### Attributes: +- `columns` (List[Column]): List of columns in the table. +- `rows` (List[Row]): List of rows in the table. +- `cells` (List[Cell]): List of cells in the table. + +## Class: ExportTriplesRequest + +Schema for export triples request. + +### Attributes: +- `columns` (List[Column]): List of columns in the table. +- `rows` (List[Row]): List of rows in the table. +- `cells` (List[Cell]): List of cells in the table. + +## Class: ExportTriplesResponse + +Schema for export triples response. + +### Attributes: +- `triples` (List[Dict[str, Any]]): List of triples exported. +- `chunks` (List[Dict[str, Any]]): List of chunks associated with the triples. + +## Usage + +```python +from app.schemas.graph import Prompt, Cell, Column, Document, Row, Table, ExportTriplesRequest, ExportTriplesResponse + +# Creating a prompt +prompt = Prompt(entityType="Person", id="1", query="What is the person's name?", rules=[], type="text") + +# Creating a cell +cell = Cell(answer={"text": "John Doe"}, columnId="1", dirty=False, rowId="1") + +# Creating a column +column = Column(id="1", prompt=prompt, width=100, hidden=False) + +# Creating a document +document = Document(id="1", name="Sample Doc", author="Jane Doe", tag="sample", page_count=10) + +# Creating a row +row = Row(id="1", document=document, hidden=False) + +# Creating a table +table = Table(columns=[column], rows=[row], cells=[cell]) + +# Creating an export request +export_request = ExportTriplesRequest(columns=[column], rows=[row], cells=[cell]) + +# Creating an export response +export_response = ExportTriplesResponse(triples=[{"subject": "John", "predicate": "is", "object": "Person"}], chunks=[{"id": "1", "text": "John is a person"}]) +```` + + +These schemas are used to validate and structure data for the graph API in the application, including table structures and export operations. \ No newline at end of file diff --git a/backend/docs/schemas/query.md b/backend/docs/schemas/query.md new file mode 100644 index 0000000..ac31b40 --- /dev/null +++ b/backend/docs/schemas/query.md @@ -0,0 +1,88 @@ +# Query Schemas + +This file defines Pydantic schemas for API requests and responses related to queries. + +## Class: QueryPrompt + +Represents a query prompt. + +### Attributes: +- `id` (str): Unique identifier for the prompt. +- `query` (str): The query text. +- `type` (Literal["int", "str", "bool", "int_array", "str_array"]): The expected type of the answer. +- `entity_type` (str): The type of entity the query is about. +- `rules` (Optional[List[Rule]]): Optional list of rules to apply to the query. + +## Class: QueryRequest + +Represents a query request. + +### Attributes: +- `document_id` (str): The ID of the document to query. +- `previous_answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The previous answer, if any. +- `prompt` (QueryPrompt): The query prompt. +- `rag_type` (Optional[Literal["vector", "hybrid", "decomposed"]]): The type of retrieval-augmented generation to use. Defaults to "hybrid". + +## Class: VectorResponse + +Represents a vector response. + +### Attributes: +- `message` (str): A message associated with the response. +- `chunks` (List[Chunk]): List of relevant chunks from the document. +- `keywords` (Optional[List[str]]): Optional list of keywords extracted from the query. + +## Class: QueryResponse + +Represents a query response. + +### Attributes: +- `id` (str): Unique identifier for the response. +- `document_id` (str): The ID of the document queried. +- `prompt_id` (str): The ID of the prompt used. +- `answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The answer to the query. +- `chunks` (List[Chunk]): List of relevant chunks from the document. +- `type` (str): The type of the answer. + +## Usage + +```python +from app.schemas.query import QueryPrompt, QueryRequest, VectorResponse, QueryResponse +from app.models.query import Rule, Chunk + +# Creating a query prompt +prompt = QueryPrompt( + id="1", + query="What is the capital of France?", + type="str", + entity_type="Location", + rules=[Rule(type="must_return", options=["Paris", "Lyon", "Marseille"])] +) + +# Creating a query request +request = QueryRequest( + document_id="doc123", + prompt=prompt, + rag_type="hybrid" +) + +# Creating a vector response +vector_response = VectorResponse( + message="Retrieved relevant chunks", + chunks=[Chunk(content="Paris is the capital of France.", page=1)], + keywords=["capital", "France"] +) + +# Creating a query response +query_response = QueryResponse( + id="resp1", + document_id="doc123", + prompt_id="1", + answer="Paris", + chunks=[Chunk(content="Paris is the capital of France.", page=1)], + type="str" +) +```` + + +These schemas are used to validate and structure data for API requests and responses related to queries in the application. From 3680c63209f0f86a073177ff3f19cea0e0bf8d45 Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:37:15 -0700 Subject: [PATCH 07/15] Finalising first pass of docs --- .github/{ => workflows}/docs.yml | 0 README.md | 278 +++++++------------------------ backend/CHANGELOG.md | 13 ++ backend/docs/index.md | 59 ++++++- backend/mkdocs.yml | 14 +- 5 files changed, 132 insertions(+), 232 deletions(-) rename .github/{ => workflows}/docs.yml (100%) diff --git a/.github/docs.yml b/.github/workflows/docs.yml similarity index 100% rename from .github/docs.yml rename to .github/workflows/docs.yml diff --git a/README.md b/README.md index 285a51c..c02dec5 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ **Knowledge Table** is an open-source package designed to simplify extracting and exploring structured data from unstructured documents. It enables the creation of structured knowledge representations, such as tables and graphs, using a natural language query interface. With customizable extraction rules, fine-tuned formatting options, and data traceability through provenance displayed in the UI, Knowledge Table is adaptable to various use cases. -Our goal is to provide a familiar, spreadsheet-like interface for business users, while offering a flexible and highly configurable backend for developers. This ensures seamless integration into existing RAG workflows, whether you’re processing a handful of files or exploring hundreds of documents. +Our goal is to provide a familiar, spreadsheet-like interface for business users, while offering a flexible and highly configurable backend for developers. This ensures seamless integration into existing RAG workflows, whether you're processing a handful of files or exploring hundreds of documents. [![MIT License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) [![GitHub issues](https://img.shields.io/github/issues/whyhow-ai/knowledge-table)](https://github.com/whyhow-ai/knowledge-table/issues) @@ -17,22 +17,17 @@ To learn more about WhyHow and our projects, visit our [website](https://whyhow. ## Table of Contents - [Why Knowledge Table?](#why-knowledge-table) -- [Getting Started](#getting-started) - - [Running from Docker](#running-from-docker) - - [Running Natively](#running-natively) - - [Environment Setup](#environment-setup) - [Features](#features) +- [Documentation](#documentation) +- [Getting Started](#getting-started) - [Concepts](#concepts) - - [Tables](#tables) - - [Documents](#documents) - - [Question](#question) - [Practical Usage](#practical-usage) +- [Architecture](#architecture) - [Extending the Project](#extending-the-project) - [Contributing](#contributing) - [License](#license) - [Support](#support) -- [Screenshots](#screenshots) -- [Roadmap](#roadmap) +- [Future Plans](#future-plans) ## Why Knowledge Table? @@ -40,157 +35,48 @@ Better RAG systems depend on bringing structure to unstructured data, transformi As an open-source project, Knowledge Table is fully customizable to suit your needs. Whether you're integrating your own models, workflows, or extraction rules, its flexibility supports innovation and adapts to your specific requirements. By structuring the right data in the right format, Knowledge Table helps streamline your data extraction process, making it easier to unlock valuable insights from unstructured information. ---- +## Features -## Getting Started +- **Document Processing**: Upload and process various document types +- **Graph Operations**: Create and manage knowledge graphs from extracted data +- **LLM Integration**: Utilize language models for intelligent data extraction +- **Query Processing**: Support for vector, hybrid, and decomposed queries +- **Customizable Extraction Rules**: Define rules to guide the extraction process +- **Data Export**: Export extracted data as CSV or graph triples +- **Chunk Linking**: Link raw source text chunks to answers for traceability +- **Chained Extraction**: Reference previous columns in extraction questions -### Running from Docker +## Documentation -#### Prerequisites +Detailed documentation for the Knowledge Table backend is now available. It covers: -- Docker -- Docker Compose +- API reference +- Data models and schemas +- Key components and services +- Getting started guides +- Extension guides -#### Starting the app +You can find the full documentation [here](link-to-your-documentation). -```sh -docker-compose up -d --build -``` +## Getting Started + +Knowledge Table can be run using Docker or natively. For detailed installation and setup instructions, please refer to our [Getting Started Guide](https://whyhow-ai.github.io/knowledge-table/). -#### Stopping the app +### Quick Start with Docker ```sh -docker-compose down +docker-compose up -d --build ``` -#### Accessing the project - -The frontend can be accessed at `http://localhost:3000`, and the backend can be accessed at `http://localhost:8000`. - ---- - -### Running Natively - -#### Prerequisites - -- Python 3.10+ -- Bun (for frontend) - -#### Backend - -1. **Clone the repository:** - - ```sh - git clone https://github.com/yourusername/knowledge-table.git - ``` - -2. **Navigate to the backend directory:** - - ```sh - cd knowledge-table/backend/ - ``` - -3. **Create and activate a virtual environment:** - - ```sh - python3 -m venv venv - source venv/bin/activate # On Windows use `venv\Scriptsctivate` - ``` - -4. **Install the dependencies:** - - For basic installation: - ```sh - pip install . - ``` - - For installation with development tools: - ```sh - pip install .[dev] - ``` - -5. **Start the backend:** - - ```sh - cd src/ - python -m uvicorn app.main:app - ``` - - The backend will be available at `http://localhost:8000`. - -#### Frontend - -1. **Navigate to the frontend directory:** - - ```sh - cd ../frontend/ - ``` - -2. **Install Bun (if not already installed):** - - ```sh - curl https://bun.sh/install | bash - ``` -3. **Install the dependencies:** - - ```sh - bun install - ``` - -4. **Start the frontend:** - - ```sh - bun start - ``` - - The frontend will be available at `http://localhost:5173`. - ---- +The frontend will be available at `http://localhost:3000`, and the backend at `http://localhost:8000`. ### Environment Setup 1. Rename `.env.sample` to `.env`. 2. Add your OpenAI API key to the `.env` file. -> **Note:** This version of this project uses OpenAI as our initial provider, but the system is designed to be flexible and can be extended to support other AI providers. If you prefer a different provider, please create an issue, submit a PR, or check back soon for updates. - ---- - -## Development - -To set up the project for development: - -1. Clone the repository -2. Install the project with development dependencies: - ```sh - pip install .[dev] - ``` -3. Run tests: - ```sh - pytest - ``` -4. Run linters: - ```sh - flake8 - black . - isort . - ``` ---- - -## Features - -### Available in this repo: - -- **Chunk Linking** - Link raw source text chunks to the answers for traceability and provenance. -- **Extract with natural language** - Use natural language queries to extract structured data from unstructured documents. -- **Customizable extraction rules** - Define rules to guide the extraction process and ensure data quality. -- **Custom formatting** - Control the output format of your extracted data. -- **Filtering** - Filter documents based on metadata or extracted data. -- **Exporting as CSV or Triples** - Download extracted data as CSV or graph triples. -- **Chained extraction** - Reference previous columns in your extraction questions using brackets "What are the treatments for `{disease}`?". - ---- +For more detailed setup instructions and configuration options, please see our [documentation](https://whyhow-ai.github.io/knowledge-table/). ## Concepts @@ -206,8 +92,6 @@ Each **document** is an unstructured data source (e.g., a contract, article, or A **Question** is the core mechanism for guiding extraction. It defines what data you want to extract from a document. ---- - ## Practical Usage Once you've set up your questions, rules, and documents, the Knowledge Table processes the data and returns structured outputs based on your inputs. You may need to tweak the questions or adjust rule settings to fine-tune the extraction. @@ -219,100 +103,50 @@ Once you've set up your questions, rules, and documents, the Knowledge Table pro - **Research Extraction**: Extract information with key questions of a range of research reports - **Metadata Generation**: Classify and tag information about your documents and files by running targeted questions against the files (i.e. "What project is this email thread about?") ---- - -## Extending the Project - -Knowledge Table is built to be flexible and customizable, allowing you to extend it to fit your workflow: - -- **Integrate with your own databases**. -- **Create custom questions and rules**. -- **Connect your models**. -- **Use custom embeddings**. -- **Scale for larger workloads**. - ---- +## Architecture -## Optional Integrations +Knowledge Table's backend is built with a modular architecture, consisting of: -### Unstructured API +- Document Service: Handles document processing and storage +- Graph Service: Manages graph-related operations +- LLM Service: Interfaces with language models +- Query Service: Processes various types of queries -Knowledge Table offers optional integration with the Unstructured API for enhanced document processing capabilities. This integration allows for more advanced parsing and extraction from various document types. +This modular design allows for easy extension and customization of the system. -To use the Unstructured API integration: - -1. Sign up for an API key at [Unstructured.io](https://www.unstructured.io/). -2. Set the `UNSTRUCTURED_API_KEY` environment variable in the `.env` file, or with your API key: - ``` - export UNSTRUCTURED_API_KEY=your_api_key_here - ``` -3. Install the project with Unstructured support: - ``` - pip install .[unstructured] - ``` - -When the `UNSTRUCTURED_API_KEY` is set, Knowledge Table will automatically use the Unstructured API for document processing. If the key is not set or if there's an issue with the Unstructured API, the system will fall back to the default document loaders. - -Note: Usage of the Unstructured API may incur costs based on your plan with Unstructured.io. ---- +## Extending the Project -## Roadmap +Knowledge Table is designed to be flexible and extensible. You can: -- [ ] Support for more LLMs - - [ ] Azure OpenAI - - [ ] Llama3 - - [ ] GPT-4 - - [ ] Anthropic -- [ ] Support for more vector databases - - [ ] Weaviate - - [ ] Chroma - - [ ] Pinecone -- [ ] Backend data stores - - [ ] PostgreSQL - - [ ] MongoDB - - [ ] MySQL - - [ ] Redis -- [ ] Other - - [ ] Deployment scripts to cloud +- Integrate new vector databases +- Add support for different LLMs +- Implement custom document processing pipelines +- Extend the graph operations +- Customize query processing ---- +For detailed guides on extending the project, refer to our [documentation](https://whyhow-ai.github.io/knowledge-table/). ## Contributing -We welcome contributions to improve the Knowledge Table. If you have any ideas, bug reports, or feature requests, please open an issue on the GitHub repository. +We welcome contributions to improve Knowledge Table. Before contributing, please: -### How to Contribute: - -1. Fork the repository. -2. Create a new branch for your feature or bug fix. -3. Make your changes and commit them with descriptive messages. -4. Push your changes to your forked repository. -5. Open a pull request to the main repository. - ---- +1. Check our [documentation](https://whyhow-ai.github.io/knowledge-table/) for detailed information about the project structure. +2. Review our [contributing guidelines](CONTRIBUTING.md). +3. Open an issue to discuss major changes before submitting a pull request. ## License This project is licensed under the MIT License. See the [LICENSE](./LICENSE) file for details. ---- - ## Support -WhyHow.AI is building tools to help developers bring more determinism and control to their RAG pipelines using graph structures. If you're incorporating knowledge graphs in RAG, we’d love to chat at team@whyhow.ai, or follow our newsletter at [WhyHow.AI](https://www.whyhow.ai/). Join our discussions on our [Discord](https://discord.com/invite/9bWqrsxgHr). - ---- - -## Backlog - -- [ ] Support for custom embeddings. -- [ ] Backend storage for extracted data. - ---- - -## Roadmap +WhyHow.AI is building tools to help developers bring more determinism and control to their RAG pipelines using graph structures. If you're incorporating knowledge graphs in RAG, we'd love to chat at team@whyhow.ai, or follow our newsletter at [WhyHow.AI](https://www.whyhow.ai/). Join our discussions on our [Discord](https://discord.com/invite/9bWqrsxgHr). -Here's what’s coming soon: +## Future Plans -- [ ] More LLM integrations. -- [ ] Memory storage options. +- Support for more LLMs (Azure OpenAI, Ollama, VertexAI) +- Integration with additional vector databases (Weaviate, Chroma, Qdrant) +- Backend data stores (PostgreSQL, MongoDB, Redis) +- Deployment scripts for cloud environments +- Support for custom embeddings +- Enhanced memory storage options diff --git a/backend/CHANGELOG.md b/backend/CHANGELOG.md index d240f5b..9998865 100644 --- a/backend/CHANGELOG.md +++ b/backend/CHANGELOG.md @@ -5,6 +5,19 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [Unreleased] + +### Added +- Comprehensive backend documentation covering API reference, data models, schemas, and key components + +### Changed +- Restructured project documentation for improved clarity and accessibility +- Updated README with new sections on documentation, architecture, and streamlined getting started guide + +### Improved +- Enhanced modularity of the backend architecture, clearly defining Document, Graph, LLM, and Query services +- Improved code organization with clear separation of models and schemas + ## [v0.1.3] - 2024-10-13 ### Changed diff --git a/backend/docs/index.md b/backend/docs/index.md index c4f6f86..f0a70f9 100644 --- a/backend/docs/index.md +++ b/backend/docs/index.md @@ -8,9 +8,58 @@ Knowledge Table is an open-source package designed to simplify extracting and ex ## Features -- Extract structured data using natural language. -- Customizable extraction rules and formatting. -- Support for various vector databases and LLMs. -- Extensible architecture for adding new services. +- Extract structured data using natural language queries +- Customizable extraction rules and formatting +- Support for various vector databases and LLMs +- Extensible architecture for adding new services +- Chunk linking for traceability and provenance +- Filtering based on metadata or extracted data +- Export data as CSV or graph triples +- Chained extraction using references to previous columns -[Get Started](getting-started/installation.md) \ No newline at end of file +## Key Components + +- [Document Service](services/document_service.md): Handles document processing and storage +- [Graph Service](services/graph_service.md): Manages graph-related operations +- [LLM Service](services/llm_service.md): Interfaces with language models +- [Query Service](services/query_service.md): Processes various types of queries + +## Data Models + +- [Document Models](models/document.md): Represents document data +- [Graph Models](models/graph.md): Defines graph-related data structures +- [LLM Models](models/llm.md): Structures for LLM responses +- [Query Models](models/query.md): Represents query-related data + +## API Schemas + +- [Document Schemas](schemas/document.md): API schemas for document operations +- [Graph Schemas](schemas/graph.md): API schemas for graph operations +- [Query Schemas](schemas/query.md): API schemas for query operations + +## Getting Started + +To get started with the Knowledge Table backend: + +1. [Installation Guide](getting-started/installation.md) +2. [Configuration](getting-started/configuration.md) + +## Extending the Backend + +Learn how to extend the backend: + +- [Document Loaders](extending/document_loaders.md) +- [Integrating New LLMs](extending/llm_services.md) +- [Custom Vector Databases](extending/vector_databases.md) + +## API Reference + +For detailed API documentation, refer to the [API Reference](api/overview.md) section. + +## Contributing + +We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for more information on how to get involved. + +## Support + +For support, join our [Discord community](https://discord.gg/PAgGMxfhKd) or contact us at team@whyhow.ai. \ No newline at end of file diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index 468097c..96540ca 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -39,11 +39,6 @@ nav: - Document: api/v1/endpoints/document.md - Graph: api/v1/endpoints/graph.md - Query: api/v1/endpoints/query.md - - Models: - - Document: models/document.md - - Graph: models/graph.md - - LLM: models/llm.md - - Query: models/query.md - Services: - Document Service: services/document_service.md - Graph Service: services/graph_service.md @@ -68,6 +63,15 @@ nav: - LLM Services: extending/llm_services.md - Vector DB Services: extending/vector_databases.md - Document Loaders: extending/document_loaders.md + - Models: + - Document: models/document.md + - Graph: models/graph.md + - LLM: models/llm.md + - Query: models/query.md + - Schemas: + - Document: schemas/document.md + - Graph: schemas/graph.md + - Query: schemas/query.md - Development: - Setup: development/setup.md - Testing: development/testing.md From f4f9b154fa5a12a93b3bdc5f2595c120eb79ccfb Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Sun, 13 Oct 2024 21:44:40 -0700 Subject: [PATCH 08/15] Updating CI build for docs --- .github/workflows/main.yml | 30 +++++++++++++++++++++++++----- backend/pyproject.toml | 11 +++++++++++ 2 files changed, 36 insertions(+), 5 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 08d7695..b668783 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -14,13 +14,20 @@ jobs: python-version: ["3.10"] steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} + - uses: actions/cache@v3 + with: + path: ~/.cache/pip + key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }} + restore-keys: | + ${{ runner.os }}-pip- + - name: Install Python dependencies run: | python -m pip install --upgrade pip @@ -46,6 +53,12 @@ jobs: run: | cd backend && mypy src + - name: Check if documentation builds + run: | + cd backend + pip install -e .[docs] + mkdocs build --strict + - name: Run unit tests with pytest run: | cd backend && pytest --color=yes tests @@ -53,17 +66,24 @@ jobs: build-docs: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v3 - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: '3.10' + - uses: actions/cache@v3 + with: + path: ~/.cache/pip + key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }} + restore-keys: | + ${{ runner.os }}-pip- + - name: Install Dependencies run: | cd backend - pip install mkdocs mkdocs-material mkdocstrings[python] pymdown-extensions + pip install -e .[docs] - name: Build Documentation run: | diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 3aaa230..e7a60dc 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -116,6 +116,17 @@ dev = [ "pytest", "pytest-html", ] +docs = [ + "mkdocs", + "mkdocs-material", + "mkdocs-git-revision-date-localized-plugin", + "mkdocs-autorefs", + "mkdocs-get-deps", + "mkdocs-material-extensions", + "mkdocs-minify-plugin", + "mkdocstrings", + "mkdocstrings-python" +] [project.scripts] knowledge-table-locate = "app.main:locate" From 1d9d592065c65e416dcb4675ad1b4b937ba641ca Mon Sep 17 00:00:00 2001 From: tomsmoker Date: Mon, 14 Oct 2024 09:05:22 -0700 Subject: [PATCH 09/15] Updating docs structure and api references --- backend/docs/api/overview.md | 89 ++++++++++----- backend/docs/api/v1/endpoints/document.md | 120 +++++++++++++++++++- backend/docs/api/v1/endpoints/graph.md | 112 ++++++++++++++++++- backend/docs/api/v1/endpoints/query.md | 124 ++++++++++++++++++++- backend/docs/extending/overview.md | 87 ++++++++++----- backend/docs/getting-started/quickstart.md | 68 +++++++++++ backend/mkdocs.yml | 40 +++---- 7 files changed, 559 insertions(+), 81 deletions(-) create mode 100644 backend/docs/getting-started/quickstart.md diff --git a/backend/docs/api/overview.md b/backend/docs/api/overview.md index 97906b4..44aac53 100644 --- a/backend/docs/api/overview.md +++ b/backend/docs/api/overview.md @@ -1,49 +1,84 @@ # API Overview -This document provides an overview of the Knowledge Table API endpoints. +Welcome to the Knowledge Table API! This page provides a high-level overview of the available API endpoints and their use. ## Base URL -All API requests should be made to: `https://api.example.com/v1` +All API requests should be made to the following base URL (for version 1): -## Endpoints +``` +https://api.example.com/v1 +``` -### Document +## Accessing the Interactive API Docs + +Knowledge Table's backend uses [FastAPI](https://fastapi.tiangolo.com), which automatically generates interactive API documentation. You can explore all API endpoints, see request and response formats, and try out requests using the following interfaces: + +- **Swagger UI**: [https://api.example.com/docs](https://api.example.com/docs) + - A user-friendly interface to explore the API. + +- **ReDoc**: [https://api.example.com/redoc](https://api.example.com/redoc) + - A clean and detailed API reference using ReDoc. + +## Error Handling + +The API follows standard HTTP status codes to indicate the success or failure of requests. Here are some of the common status codes you may encounter: + +- **200 OK**: The request was successful. +- **400 Bad Request**: The request was malformed or contained invalid parameters. +- **401 Unauthorized**: Authentication failed or was not provided. +- **403 Forbidden**: You do not have the necessary permissions for this request. +- **404 Not Found**: The requested resource could not be found. +- **500 Internal Server Error**: An error occurred on the server. + +--- + +## API Endpoints Overview + +Here is a summary of the key endpoints available in version 1 of the Knowledge Table API: + +### Document Management + +These endpoints allow you to upload, delete, and manage documents in the system. - **POST** `/document` - - Upload and process a document - - Request: Multipart form data with file - - Response: Document information +- Upload and process a document. +- **Request**: Multipart form data containing the document file. +- **Response**: Document metadata and status. - **DELETE** `/document/{document_id}` - - Delete a document - - Request: Path parameter `document_id` - - Response: Deletion status and message +- Delete a document by its ID. +- **Request**: Path parameter `document_id`. +- **Response**: Confirmation of document deletion. -### Graph +For more details on document-related endpoints, see [Document Endpoints](v1/endpoints/document.md). -- **POST** `/graph/export-triples` - - Export triples from a table - - Request: JSON body with table data - - Response: Triples and chunks data +--- -### Query +### Graph Management -- **POST** `/query` - - Run a query and generate a response - - Request: JSON body with query details - - Response: Answer with chunks +The graph endpoints allow you to export structured data (e.g., triples) from processed documents. -## Authentication +- **POST** `/graph/export-triples` +- Export triples (subject, predicate, object) from a table. +- **Request**: JSON body containing table data. +- **Response**: Triples and associated chunk information. -[Include information about authentication method, if applicable] +For more information, see [Graph Endpoints](v1/endpoints/graph.md). -## Error Handling +--- + +### Query Processing -The API uses standard HTTP status codes to indicate the success or failure of requests. In case of errors, additional details may be provided in the response body. +These endpoints handle the processing of queries, enabling you to interact with the documents using natural language or other forms of structured querying. + +- **POST** `/query` +- Submit a query and receive a structured response. +- **Request**: JSON body with query details. +- **Response**: Query result, including chunks of extracted data. -## Rate Limiting +For additional details, see [Query Endpoints](v1/endpoints/query.md). -[Include information about rate limiting, if applicable] +--- -For detailed information on request and response schemas, please refer to the individual endpoint documentation. \ No newline at end of file +For more detailed information on specific endpoints and their schema, please refer to the interactive API documentation provided by FastAPI. diff --git a/backend/docs/api/v1/endpoints/document.md b/backend/docs/api/v1/endpoints/document.md index 48ead11..9684453 100644 --- a/backend/docs/api/v1/endpoints/document.md +++ b/backend/docs/api/v1/endpoints/document.md @@ -1,3 +1,121 @@ # Document Endpoints -::: app.api.v1.endpoints.document \ No newline at end of file +This section covers the API endpoints related to document management in the Knowledge Table backend. These endpoints allow you to upload, delete, and manage documents in the system. + +## Available Endpoints + +1. **POST** `/document` – Upload and process a document. +2. **DELETE** `/document/{document_id}` – Delete a document by its ID. + +For detailed API schemas and auto-generated documentation, refer to: + +::: app.api.v1.endpoints.document + +--- + +## POST `/document` + +### Overview + +This endpoint allows you to upload a document to the system for processing. Once uploaded, the document is parsed, and its content is extracted for further use. + +### Request + +- **Method**: `POST` +- **URL**: `/document` +- **Headers**: + - `Authorization`: Bearer token (if required) + - `Content-Type`: `multipart/form-data` +- **Body**: Multipart form data containing the document file. + +#### Example Request + +```bash +curl -X POST "https://api.example.com/v1/document" \ + -H "Authorization: Bearer YOUR_API_TOKEN" \ + -F "file=@/path/to/your/document.pdf" +``` + +#### Example Body (Multipart Form) + +- `file`: The document file to upload. + +``` +file=@/path/to/your/document.pdf +``` + +### Response + +- **Status**: 200 OK +- **Content-Type**: application/json + +#### Example Response + +```json +{ + "document_id": "12345", + "filename": "document.pdf", + "status": "processed", + "metadata": { + "pages": 10, + "title": "Sample Document", + "author": "John Doe" + } +} +``` + +### Error Codes + +- `400 Bad Request`: The request is malformed, or the file is missing/invalid. +- `401 Unauthorized`: Authentication failed. +- `500 Internal Server Error`: An error occurred during document processing. + +--- + +## DELETE `/document/{document_id}` + +### Overview + +This endpoint allows you to delete a document from the system by specifying its unique document ID. + +### Request + +- **Method**: `DELETE` +- **URL**: `/document/{document_id}` +- **Headers**: + - `Authorization`: Bearer token (if required) +- **Path Parameter**: + - `document_id`: The unique ID of the document to be deleted. + +#### Example Request + +```bash +curl -X DELETE "https://api.example.com/v1/document/12345" \ + -H "Authorization: Bearer YOUR_API_TOKEN" +``` + +### Response + +- **Status**: 200 OK + +#### Example Response + +```json +{ + "message": "Document deleted successfully", + "document_id": "12345" +} +``` + +### Error Codes + +- `400 Bad Request`: The document_id is missing or invalid. +- `401 Unauthorized`: Authentication failed. +- `404 Not Found`: The document with the specified ID was not found. +- `500 Internal Server Error`: An error occurred during the deletion process. + +--- + +## Notes + +For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file diff --git a/backend/docs/api/v1/endpoints/graph.md b/backend/docs/api/v1/endpoints/graph.md index e075bd6..ceca9a4 100644 --- a/backend/docs/api/v1/endpoints/graph.md +++ b/backend/docs/api/v1/endpoints/graph.md @@ -1,3 +1,111 @@ -# Graph Endpoints +# Graph API Endpoints -::: app.api.v1.endpoints.graph \ No newline at end of file +This section covers the API endpoints related to exporting graph triples from tables in the Knowledge Table backend. These endpoints allow you to generate triples (subject, predicate, object) based on structured data in tables and export the results as a JSON file. + +## Available Endpoint + +1. **POST** `/graph/export-triples` – Export triples from a table. + +For detailed API schemas and auto-generated documentation, refer to: + +::: app.api.v1.endpoints.graph + +--- + +## POST `/graph/export-triples` + +### Overview + +This endpoint exports triples (subject, predicate, object) from a table based on the provided data. The results are returned as a JSON file containing both the triples and additional chunks of extracted data. + +### Request + +- **Method**: `POST` +- **URL**: `/graph/export-triples` +- **Headers**: + - `Authorization`: Bearer token (if required) + - `Content-Type`: `application/json` +- **Body**: The request body should be a JSON object representing a table with columns, rows, and cells. + +#### Example Request + +```bash +curl -X POST "https://api.example.com/v1/graph/export-triples" \ + -H "Authorization: Bearer YOUR_API_TOKEN" \ + -H "Content-Type: application/json" \ + -d '{ + "columns": ["Column1", "Column2", "Column3"], + "rows": ["Row1", "Row2"], + "cells": [ + {"column": "Column1", "row": "Row1", "value": "Data1"}, + {"column": "Column2", "row": "Row1", "value": "Data2"}, + {"column": "Column1", "row": "Row2", "value": "Data3"}, + {"column": "Column2", "row": "Row2", "value": "Data4"} + ] + }' +``` + +#### Body Fields + +- `columns`: A list of column names for the table. +- `rows`: A list of row names for the table. +- `cells`: A list of cell objects, where each object contains: + - `column`: The name of the column this cell belongs to. + - `row`: The name of the row this cell belongs to. + - `value`: The value contained in this cell. + +### Response + +- **Status**: 200 OK +- **Content-Type**: application/json + +The response will contain a JSON file attachment with the triples and chunks extracted from the table. + +#### Example Response + +```json +{ + "triples": [ + { + "subject": "Subject1", + "predicate": "Predicate1", + "object": "Object1" + }, + { + "subject": "Subject2", + "predicate": "Predicate2", + "object": "Object2" + } + ], + "chunks": [ + { + "start": 0, + "end": 100, + "text": "Extracted text chunk 1" + }, + { + "start": 101, + "end": 200, + "text": "Extracted text chunk 2" + } + ] +} +``` + +### Error Codes + +- `400 Bad Request`: Invalid JSON in the request body. +- `422 Unprocessable Entity`: Validation error in the request data (e.g., missing fields or invalid format). +- `500 Internal Server Error`: An unexpected error occurred during the export process. + +## How it Works + +1. The system receives the table structure (columns, rows, cells) in the request body. +2. The service validates the table and ensures the data is correctly formatted. +3. Using a Language Model (LLM) service, the system generates a schema for the table. +4. Based on the schema, the service generates triples (subject, predicate, object) and extracts data chunks. +5. The response contains the generated triples and chunks in JSON format, downloadable as a file. + +## Notes + +For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file diff --git a/backend/docs/api/v1/endpoints/query.md b/backend/docs/api/v1/endpoints/query.md index 60cbfd9..0e5c300 100644 --- a/backend/docs/api/v1/endpoints/query.md +++ b/backend/docs/api/v1/endpoints/query.md @@ -1,3 +1,123 @@ -# Query Endpoints +# Query API Endpoints -::: app.api.v1.endpoints.query \ No newline at end of file +This section covers the API endpoints related to querying documents in the Knowledge Table backend. The query system allows you to ask questions about documents using different methods, including vector search, hybrid search, and decomposed search. These queries utilize a combination of keyword searches and vector-based methods to generate answers from the document data. + +## Available Endpoint + +1. **POST** `/query` – Run a query and generate a response based on document data. + +For detailed API schemas and auto-generated documentation, refer to: + +::: app.api.v1.endpoints.query + +--- + +## POST `/query` + +### Overview + +This endpoint runs a query against a document using one of three methods: + +1. **Simple Vector Search**: A vector search is performed on the document to find relevant chunks, which are then used to generate an answer. +2. **Hybrid Search**: Both a keyword search and a vector search are performed. The most relevant chunks from both searches are used to generate the answer. +3. **Decomposed Search**: The query is broken down into smaller sub-queries. A vector search is run for each sub-query, and the results are combined to form the final answer. + +### Request + +- **Method**: `POST` +- **URL**: `/query` +- **Headers**: + - `Authorization`: Bearer token (if required) + - `Content-Type`: `application/json` +- **Body**: A JSON object containing the query request details, including the RAG (retrieval-augmented generation) type, document ID, and the prompt/query itself. + +#### Example Request + +```bash +curl -X POST "https://api.example.com/v1/query" \ + -H "Authorization: Bearer YOUR_API_TOKEN" \ + -H "Content-Type: application/json" \ + -d '{ + "rag_type": "hybrid", + "document_id": "abc123", + "prompt": { + "query": "What is the key takeaway from this document?", + "id": "prompt1", + "type": "text", + "rules": ["summarize"] + } + }' +```` + +#### Body Fields + +- `rag_type`: Specifies the query type (vector, hybrid, or decomposed). +- `document_id`: The ID of the document to query. +- `prompt`: An object containing: + - `query`: The actual query or question to ask. + - `id`: A unique identifier for the prompt. + - `type`: The type of answer expected (e.g., text, bool, etc.). + - `rules`: Optional rules for modifying or guiding the query (e.g., "summarize"). + +### Response + +- **Status**: 200 OK +- **Content-Type**: application/json + +The response will contain the answer to the query, along with the chunks of document text that were used to generate the answer. + +#### Example Response + +````json +{ + "id": "e7f4a6b8c5df4c099f39bdf0e2a1db8e", + "document_id": "abc123", + "prompt_id": "prompt1", + "answer": "The key takeaway is to focus on long-term sustainability.", + "chunks": [ + { + "start": 0, + "end": 100, + "text": "In this document, we emphasize the importance of sustainable practices..." + }, + { + "start": 101, + "end": 200, + "text": "Key takeaways include long-term sustainability as a priority..." + } + ], + "type": "text" +} +```` + +#### Fields + +- `id`: Unique identifier for the query result. +- `document_id`: The document's ID. +- `prompt_id`: The prompt's ID. +- `answer`: The final answer generated by the system. +- `chunks`: An array of document chunks that contributed to the answer, including their start and end positions within the document. +- `type`: The type of answer (e.g., text, bool). + +### Error Codes + +- `400 Bad Request`: The request contains an invalid query type or is otherwise malformed. +- `500 Internal Server Error`: An error occurred while processing the query. + +## Query Types + +### 1. Vector Search + +Performs a simple vector search on the document and retrieves the most relevant chunks of text based on the query. Ideal for finding similar passages in large documents. + +### 2. Hybrid Search + +Combines both keyword and vector searches to retrieve relevant chunks from both methods, creating a more comprehensive response. This is particularly useful when the document contains both structured and unstructured data. + +### 3. Decomposed Search + +Breaks the main query into smaller sub-queries, runs vector searches for each sub-query, and then compiles the results into a cohesive answer. This is ideal for complex queries that require a step-by-step breakdown. + +## Notes + +For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file diff --git a/backend/docs/extending/overview.md b/backend/docs/extending/overview.md index 1d193e3..b5a2d68 100644 --- a/backend/docs/extending/overview.md +++ b/backend/docs/extending/overview.md @@ -2,30 +2,30 @@ ## Overview -The Knowledge Table backend is designed with extensibility in mind, allowing developers to add new capabilities and integrate with various services. This flexibility enables the system to adapt to evolving requirements and leverage new technologies as they become available. +The Knowledge Table backend is designed for extensibility, allowing developers to integrate new capabilities and services with ease. This flexibility enables the system to adapt to evolving requirements and leverage new technologies as they emerge. ## Key Areas for Extension -The backend can be extended in several key areas: +You can extend the backend in the following areas: 1. **Document Loaders** - - Add support for new document formats - - Integrate with different document parsing libraries - - Customize document splitting and preprocessing + - **Add support for new document formats**: Extend the system to handle additional file types (e.g., PDFs, DOCX, or HTML). + - **Integrate with different document parsing libraries**: Utilize external libraries or custom logic for document parsing. + - **Customize document splitting and preprocessing**: Implement strategies for document chunking, metadata extraction, or content filtering. -2. **LLM (Language Model) Services** - - Integrate with new LLM providers - - Implement custom prompting strategies - - Optimize LLM usage for specific use cases +2. **LLM (Large Language Model) Services** + - **Integrate with new LLM providers**: Add support for various LLM platforms (e.g., OpenAI, Anthropic, etc.). + - **Implement custom prompting strategies**: Optimize the interaction with LLMs by modifying prompts to suit specific tasks. + - **Optimize LLM usage for specific use cases**: Create efficient logic to reduce costs and latency while ensuring high-quality responses. 3. **Vector Databases** - - Add support for different vector database solutions - - Implement custom indexing and search strategies - - Optimize vector operations for performance + - **Add support for different vector databases**: Introduce support for more vector databases (e.g., Pinecone, Weaviate). + - **Implement custom indexing and search strategies**: Create specialized indexing and retrieval mechanisms to improve search performance. + - **Optimize vector operations for performance**: Fine-tune indexing, storage, and querying of vectors to handle large-scale datasets efficiently. ## Extension Guides -Detailed guides for extending each area are provided in separate documents: +Detailed guides for extending each area are provided in the following documents: - [Extending Document Loaders](document_loaders.md) - [Extending LLM Services](llm_services.md) @@ -33,33 +33,60 @@ Detailed guides for extending each area are provided in separate documents: ## General Extension Principles -When extending the Knowledge Table backend, keep the following principles in mind: +When developing extensions for the Knowledge Table backend, consider the following best practices: -1. **Modularity**: New components should be designed as modular, self-contained units that integrate cleanly with the existing architecture. +1. **Modularity**: Design new components as modular, self-contained units that can be easily plugged into the system. Avoid introducing dependencies that could affect other areas. + + _Example_: A custom document loader should not interfere with the existing processing pipeline and should adhere to the base class structure. -2. **Consistency**: Follow the established patterns and conventions in the codebase to maintain consistency and readability. +2. **Consistency**: Follow established design patterns and coding conventions. New features should integrate seamlessly into the architecture, both in terms of code structure and user experience. + + _Example_: New LLM integrations should use similar interfaces and configuration approaches as existing models. -3. **Configuration**: Make new components configurable, allowing users to enable or customize them without code changes. +3. **Configuration**: Make new components configurable through environment variables or configuration files, rather than hardcoding values. This allows users to customize settings without modifying the code. + + _Example_: A new vector database should expose options for the connection string and indexing strategies via configuration files. -4. **Error Handling**: Implement robust error handling and logging to facilitate debugging and maintenance. +4. **Error Handling**: Implement robust error handling with meaningful error messages. Avoid silent failures and provide logs or feedback that can help identify issues. + + _Example_: If a document parsing process fails, return an error response with clear details about the failure, such as file format issues. -5. **Testing**: Write comprehensive unit tests for new components to ensure reliability and ease of maintenance. +5. **Testing**: Write comprehensive unit and integration tests for your components. Ensure your tests cover common edge cases and unexpected inputs. + + _Example_: Include tests for different document formats if you're building a custom document loader, ensuring that each format is parsed as expected. -6. **Documentation**: Provide clear documentation for new components, including usage instructions and any configuration options. +6. **Documentation**: Provide clear documentation for your extension. This should include a high-level overview, usage instructions, and any required configurations or environment setup. + + _Example_: Document the steps to enable a custom LLM service, including any API keys or external dependencies. -7. **Performance**: Consider the performance implications of new components, especially for operations that may scale with data volume. +7. **Performance**: Consider the scalability and performance implications of your new components, especially in high-traffic or data-intensive environments. + + _Example_: Optimize vector operations (e.g., batch inserts) to minimize the time and resources required for large datasets. ## Getting Started To begin extending the Knowledge Table backend: -1. Familiarize yourself with the existing codebase and architecture. -2. Identify the area you want to extend (document loaders, LLM services, or vector databases). -3. Review the specific extension guide for your chosen area. -4. Create a new branch for your extension work. -5. Implement your extension following the guidelines and existing patterns. -6. Write tests for your new component. -7. Update configuration files and documentation as necessary. -8. Submit a pull request for review. +1. **Familiarize yourself with the codebase**: Review the existing architecture and patterns in the area you're planning to extend (e.g., document loaders, LLM services, vector databases). + +2. **Identify the area to extend**: Whether it's document loaders, LLM integrations, or vector databases, make sure you understand how these components currently work. -By following these guidelines and leveraging the extensible architecture of the Knowledge Table backend, you can contribute new features and integrations that enhance the system's capabilities and adapt it to new use cases. \ No newline at end of file +3. **Review the relevant extension guide**: Each area has a dedicated guide with specific instructions for building extensions. + +4. **Create a new branch**: Use Git to create a new branch for your extension work, ensuring isolation from the main codebase. + +5. **Develop your extension**: Follow the guidelines and established patterns to build your extension. Use existing base classes where available to maintain consistency. + +6. **Write tests for your new component**: Implement both unit and integration tests to verify that your extension works as expected. + +7. **Update configuration and documentation**: Ensure that any new configuration options are added to the appropriate files, and provide detailed documentation on how to use your extension. + +8. **Submit a pull request**: Once your extension is complete, submit a pull request (PR) for review. Be sure to include relevant tests, documentation, and configuration updates. + +By following these guidelines, you can contribute meaningful extensions to the Knowledge Table backend, enhancing its functionality and adapting it to new use cases. + +--- + +## Contributions and Support + +We welcome contributions from the community! Please see the [Contributing Guide](../CONTRIBUTING.md) for details on how to contribute. If you need help, join our [Discord community](https://discord.gg/PAgGMxfhKd) or reach out to our team at team@whyhow.ai. diff --git a/backend/docs/getting-started/quickstart.md b/backend/docs/getting-started/quickstart.md new file mode 100644 index 0000000..fe6aa8f --- /dev/null +++ b/backend/docs/getting-started/quickstart.md @@ -0,0 +1,68 @@ +# Quickstart Guide + +Welcome to the Knowledge Table Backend! This guide will walk you through the fastest way to get started with the backend, from installation to running your first API call. + +## Prerequisites + +Before you begin, make sure you have the following installed on your machine: + +- **Python 3.10** or higher +- **Git** +- **Docker** (optional, if you want to use Docker for deployment) + +## Step 1: Clone the Repository + +Start by cloning the Knowledge Table repository from GitHub: + +```bash +git clone https://github.com/whyhow-ai/knowledge-table.git +cd knowledge-table/backend +``` + +## Step 2: Set Up a Virtual Environment + +We recommend setting up a Python virtual environment for managing dependencies: + +```bash +python -m venv venv +source venv/bin/activate # On Windows, use `venv\Scripts\activate` +``` + +## Step 3: Install Dependencies + +Next, install the required Python dependencies: + +```bash +pip install -e .[dev,docs] +``` + +This command installs both the development and documentation dependencies. + +## Step 4: Run the Application Locally + +To run the FastAPI application locally, use the following command: + +```bash +uvicorn src.main:app --reload +``` + +The API should now be running at http://127.0.0.1:8000. + +## Step 5: Explore the API + +Once the application is running, you can access the interactive API documentation: + +- Swagger UI: http://127.0.0.1:8000/docs +- ReDoc: http://127.0.0.1:8000/redoc + +Use these interfaces to try out API requests directly in your browser. + +## Step 6: Running Unit Tests (Optional) + +To ensure that everything is working correctly, you can run the unit tests: + +```bash +pytest +``` + +You are now ready to explore the Knowledge Table backend. For more detailed instructions, refer to the Installation and Configuration guides. \ No newline at end of file diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index 96540ca..f8b3fb9 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -27,18 +27,22 @@ theme: nav: - Home: index.md - Getting Started: + - Quickstart Guide: getting-started/quickstart.md # (New, we'll create this file) - Installation: getting-started/installation.md - Configuration: getting-started/configuration.md - - Architecture: architecture.md - - Tutorials: - - Extracting Data from Documents: tutorials/extracting-data.md - - API Reference: - - Overview: api/overview.md - - v1: - - Endpoints: - - Document: api/v1/endpoints/document.md - - Graph: api/v1/endpoints/graph.md - - Query: api/v1/endpoints/query.md + - User Guide: + - API Overview: api/overview.md + - Tutorials: + - Extracting Data from Documents: tutorials/extracting-data.md + - Developer Guide: + - Architecture Overview: architecture.md + - Development Setup: development/setup.md + - Testing: development/testing.md + - Extending the Backend: + - Overview: extending/overview.md + - LLM Services: extending/llm_services.md + - Vector DB Services: extending/vector_databases.md + - Document Loaders: extending/document_loaders.md - Services: - Document Service: services/document_service.md - Graph Service: services/graph_service.md @@ -58,11 +62,6 @@ nav: - Base: services/vector_db/base.md - Factory: services/vector_db/factory.md - Milvus Service: services/vector_db/milvus_service.md - - Extending the Project: - - Overview: extending/overview.md - - LLM Services: extending/llm_services.md - - Vector DB Services: extending/vector_databases.md - - Document Loaders: extending/document_loaders.md - Models: - Document: models/document.md - Graph: models/graph.md @@ -72,9 +71,12 @@ nav: - Document: schemas/document.md - Graph: schemas/graph.md - Query: schemas/query.md - - Development: - - Setup: development/setup.md - - Testing: development/testing.md + - API Reference: + - v1: + - Endpoints: + - Document: api/v1/endpoints/document.md + - Graph: api/v1/endpoints/graph.md + - Query: api/v1/endpoints/query.md - Deployment: - Docker: deployment/docker.md - Native: deployment/native.md @@ -113,4 +115,4 @@ markdown_extensions: - pymdownx.tasklist - pymdownx.tilde - pymdownx.emoji: - emoji_generator: !!python/name:materialx.emoji.to_svg \ No newline at end of file + emoji_generator: !!python/name:materialx.emoji.to_svg From ec8fd4cf65899e6f6e8df5e00af84424539b866b Mon Sep 17 00:00:00 2001 From: Chris Rec Date: Fri, 1 Nov 2024 15:28:34 -0700 Subject: [PATCH 10/15] reformatted api pages, getting started, and tutorial page --- backend/docs/api/overview.md | 93 +++----- backend/docs/api/v1/endpoints/document.md | 128 +++++------ backend/docs/api/v1/endpoints/graph.md | 215 ++++++++++++------- backend/docs/api/v1/endpoints/query.md | 174 +++++++-------- backend/docs/getting-started/installation.md | 138 +++++++++--- backend/docs/getting-started/quickstart.md | 2 +- backend/docs/image-1.png | Bin 0 -> 161871 bytes backend/docs/image.png | Bin 0 -> 163239 bytes backend/docs/index.md | 44 ++-- backend/docs/tutorials/extracting-data.md | 40 +++- backend/docs/tutorials/image-1.png | Bin 0 -> 260147 bytes backend/docs/tutorials/image-2.png | Bin 0 -> 267654 bytes backend/docs/tutorials/image-3.png | Bin 0 -> 327244 bytes backend/docs/tutorials/image-4.png | Bin 0 -> 229586 bytes backend/docs/tutorials/image-5.png | Bin 0 -> 273448 bytes backend/docs/tutorials/image.png | Bin 0 -> 189251 bytes backend/mkdocs.yml | 24 +-- 17 files changed, 494 insertions(+), 364 deletions(-) create mode 100644 backend/docs/image-1.png create mode 100644 backend/docs/image.png create mode 100644 backend/docs/tutorials/image-1.png create mode 100644 backend/docs/tutorials/image-2.png create mode 100644 backend/docs/tutorials/image-3.png create mode 100644 backend/docs/tutorials/image-4.png create mode 100644 backend/docs/tutorials/image-5.png create mode 100644 backend/docs/tutorials/image.png diff --git a/backend/docs/api/overview.md b/backend/docs/api/overview.md index 44aac53..b71340e 100644 --- a/backend/docs/api/overview.md +++ b/backend/docs/api/overview.md @@ -1,84 +1,59 @@ -# API Overview +# Knowledge Table API Overview -Welcome to the Knowledge Table API! This page provides a high-level overview of the available API endpoints and their use. +Welcome to the Knowledge Table API! This summary provides a quick overview of key endpoints, usage guidelines, and how to access the interactive API documentation. -## Base URL +--- + +**Base URL** -All API requests should be made to the following base URL (for version 1): +All API requests should be made to the following base URL for version 1: ``` https://api.example.com/v1 ``` -## Accessing the Interactive API Docs - -Knowledge Table's backend uses [FastAPI](https://fastapi.tiangolo.com), which automatically generates interactive API documentation. You can explore all API endpoints, see request and response formats, and try out requests using the following interfaces: - -- **Swagger UI**: [https://api.example.com/docs](https://api.example.com/docs) - - A user-friendly interface to explore the API. - -- **ReDoc**: [https://api.example.com/redoc](https://api.example.com/redoc) - - A clean and detailed API reference using ReDoc. - -## Error Handling - -The API follows standard HTTP status codes to indicate the success or failure of requests. Here are some of the common status codes you may encounter: - -- **200 OK**: The request was successful. -- **400 Bad Request**: The request was malformed or contained invalid parameters. -- **401 Unauthorized**: Authentication failed or was not provided. -- **403 Forbidden**: You do not have the necessary permissions for this request. -- **404 Not Found**: The requested resource could not be found. -- **500 Internal Server Error**: An error occurred on the server. - --- -## API Endpoints Overview +**Documentation** -Here is a summary of the key endpoints available in version 1 of the Knowledge Table API: +Explore and test all API endpoints through the interactive docs provided by FastAPI: -### Document Management - -These endpoints allow you to upload, delete, and manage documents in the system. - -- **POST** `/document` -- Upload and process a document. -- **Request**: Multipart form data containing the document file. -- **Response**: Document metadata and status. - -- **DELETE** `/document/{document_id}` -- Delete a document by its ID. -- **Request**: Path parameter `document_id`. -- **Response**: Confirmation of document deletion. - -For more details on document-related endpoints, see [Document Endpoints](v1/endpoints/document.md). +- **Swagger UI**: [http://localhost:8000/docs](http://localhost:8000/docs) – A user-friendly interface for API exploration. +- **ReDoc**: [http://localhost:8000/redoc](http://localhost:8000/redoc) – A clean reference for detailed API information. --- -### Graph Management +Knowledge Table currently offers the following backend endpoints for document management, graph export, and query processing: -The graph endpoints allow you to export structured data (e.g., triples) from processed documents. +**Document** + Upload and manage documents within the Knowledge Table system. -- **POST** `/graph/export-triples` -- Export triples (subject, predicate, object) from a table. -- **Request**: JSON body containing table data. -- **Response**: Triples and associated chunk information. +- **POST** `/document` – Uploads and processes a document. +- **DELETE** `/document/{document_id}` – Deletes a document by its ID. + For details, refer to [Document Endpoints](v1/endpoints/document.md). -For more information, see [Graph Endpoints](v1/endpoints/graph.md). +**Graph** + Export structured data from processed documents in the form of triples. ---- +- **POST** `/graph/export-triples` – Exports triples (subject, predicate, object) based on table data. + More information is available at [Graph Endpoints](v1/endpoints/graph.md). -### Query Processing +**Query** + Run queries to interact with documents using natural language or structured queries. -These endpoints handle the processing of queries, enabling you to interact with the documents using natural language or other forms of structured querying. +- **POST** `/query` – Submits a query and receives a structured response with relevant document data. + See [Query Endpoints](v1/endpoints/query.md) for further details. -- **POST** `/query` -- Submit a query and receive a structured response. -- **Request**: JSON body with query details. -- **Response**: Query result, including chunks of extracted data. +--- -For additional details, see [Query Endpoints](v1/endpoints/query.md). +**Error Codes** ---- +Standard HTTP status codes are used to indicate request success or failure: -For more detailed information on specific endpoints and their schema, please refer to the interactive API documentation provided by FastAPI. +| Status Code | Error | Description | +| ----------- | ----------------------- | -------------------------------- | +| `200` | `OK` | Successful request | +| `400` | `Bad Request` | Invalid request parameters | +| `401` | `Unauthorized` | Authentication failed or missing | +| `404` | `Not Found` | Resource not found | +| `500` | `Internal Server Error` | Server encountered an error | diff --git a/backend/docs/api/v1/endpoints/document.md b/backend/docs/api/v1/endpoints/document.md index 9684453..5a411ef 100644 --- a/backend/docs/api/v1/endpoints/document.md +++ b/backend/docs/api/v1/endpoints/document.md @@ -1,55 +1,53 @@ -# Document Endpoints +# Document API Overview -This section covers the API endpoints related to document management in the Knowledge Table backend. These endpoints allow you to upload, delete, and manage documents in the system. +This section covers endpoints for managing documents in the Knowledge Table backend. You can upload, delete, and interact with document data using these API calls. -## Available Endpoints +--- -1. **POST** `/document` – Upload and process a document. -2. **DELETE** `/document/{document_id}` – Delete a document by its ID. +## **Upload Document** -For detailed API schemas and auto-generated documentation, refer to: +`POST /document` -::: app.api.v1.endpoints.document +**Description** +Upload a document to the system for processing. This endpoint parses the document, extracting its content for further use. ---- +### Request -## POST `/document` +**Method**: `POST` -### Overview +**URL**: `/document` -This endpoint allows you to upload a document to the system for processing. Once uploaded, the document is parsed, and its content is extracted for further use. +**Headers**: -### Request +- `Content-Type`: `multipart/form-data` -- **Method**: `POST` -- **URL**: `/document` -- **Headers**: - - `Authorization`: Bearer token (if required) - - `Content-Type`: `multipart/form-data` -- **Body**: Multipart form data containing the document file. +**Parameters** -#### Example Request +| Name | In | Type | Description | +| ------ | -------- | ------ | --------------------------- | +| `file` | formData | `file` | The document file to upload | -```bash -curl -X POST "https://api.example.com/v1/document" \ - -H "Authorization: Bearer YOUR_API_TOKEN" \ - -F "file=@/path/to/your/document.pdf" -``` +**Example** -#### Example Body (Multipart Form) +```python +import requests -- `file`: The document file to upload. +url = "http://localhost:8000/api/v1/document" +files = { + "file": open("/path/to/your/document.pdf", "rb") +} -``` -file=@/path/to/your/document.pdf +response = requests.post(url, headers=headers, files=files) +print(response.json()) ``` ### Response -- **Status**: 200 OK -- **Content-Type**: application/json +**Status Code**: `200 OK` -#### Example Response +**Content-Type**: `application/json` + +**Body**: ```json { @@ -64,41 +62,52 @@ file=@/path/to/your/document.pdf } ``` -### Error Codes +### Error Responses -- `400 Bad Request`: The request is malformed, or the file is missing/invalid. -- `401 Unauthorized`: Authentication failed. -- `500 Internal Server Error`: An error occurred during document processing. +| Status Code | Error | Description | +| ----------- | ----------------------- | ----------------------------------------- | +| `400` | `Bad Request` | Malformed request or missing/invalid file | +| `500` | `Internal Server Error` | Error during document processing | --- -## DELETE `/document/{document_id}` +## **Delete Document** -### Overview +`DELETE /document/{document_id}` -This endpoint allows you to delete a document from the system by specifying its unique document ID. +**Description** +Delete a document from the system by specifying its unique document ID. ### Request -- **Method**: `DELETE` -- **URL**: `/document/{document_id}` -- **Headers**: - - `Authorization`: Bearer token (if required) -- **Path Parameter**: - - `document_id`: The unique ID of the document to be deleted. +**Method**: `DELETE` + +**URL**: `/document/{document_id}` -#### Example Request +**Headers**: -```bash -curl -X DELETE "https://api.example.com/v1/document/12345" \ - -H "Authorization: Bearer YOUR_API_TOKEN" +**Path Parameters** + +| Name | In | Type | Description | +| ------------- | ---- | -------- | ----------------------------- | +| `document_id` | path | `string` | The unique ID of the document | + +**Example** + +```python +import requests + +url = "http://localhost:8000/api/v1/document/12345" + +response = requests.delete(url, headers=headers) +print(response.json()) ``` ### Response -- **Status**: 200 OK +**Status Code**: `200 OK` -#### Example Response +**Body**: ```json { @@ -107,15 +116,12 @@ curl -X DELETE "https://api.example.com/v1/document/12345" \ } ``` -### Error Codes - -- `400 Bad Request`: The document_id is missing or invalid. -- `401 Unauthorized`: Authentication failed. -- `404 Not Found`: The document with the specified ID was not found. -- `500 Internal Server Error`: An error occurred during the deletion process. - ---- - -## Notes +### Error Responses -For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file +| Status Code | Error | Description | +| ----------- | ----------------------- | -------------------------------- | +| `200` | `OK` | Successful request | +| `400` | `Bad Request` | Invalid request parameters | +| `401` | `Unauthorized` | Authentication failed or missing | +| `404` | `Not Found` | Resource not found | +| `500` | `Internal Server Error` | Server encountered an error | diff --git a/backend/docs/api/v1/endpoints/graph.md b/backend/docs/api/v1/endpoints/graph.md index ceca9a4..13fd2cc 100644 --- a/backend/docs/api/v1/endpoints/graph.md +++ b/backend/docs/api/v1/endpoints/graph.md @@ -1,111 +1,176 @@ -# Graph API Endpoints +# Graph API Overview This section covers the API endpoints related to exporting graph triples from tables in the Knowledge Table backend. These endpoints allow you to generate triples (subject, predicate, object) based on structured data in tables and export the results as a JSON file. -## Available Endpoint +**How it works** -1. **POST** `/graph/export-triples` – Export triples from a table. - -For detailed API schemas and auto-generated documentation, refer to: - -::: app.api.v1.endpoints.graph +1. The backend receives the table structure (columns, rows, chunks) in the request body. +2. The service validates the table and ensures the data is correctly formatted. +3. Using a Language Model (LLM) service, the system generates a schema for the table. +4. Based on the schema, the service generates triples (subject, predicate, object) and extracts data chunks. +5. The response contains the generated triples and chunks in JSON format, downloadable as a file. --- -## POST `/graph/export-triples` +## **Export Triples** -### Overview +`POST /graph/export-triples` -This endpoint exports triples (subject, predicate, object) from a table based on the provided data. The results are returned as a JSON file containing both the triples and additional chunks of extracted data. +**Description** +Export triples (subject, predicate, object) from a table based on the provided data. The results are returned as a JSON file containing both the triples and additional chunks of extracted data. ### Request -- **Method**: `POST` -- **URL**: `/graph/export-triples` -- **Headers**: - - `Authorization`: Bearer token (if required) - - `Content-Type`: `application/json` -- **Body**: The request body should be a JSON object representing a table with columns, rows, and cells. - -#### Example Request - -```bash -curl -X POST "https://api.example.com/v1/graph/export-triples" \ - -H "Authorization: Bearer YOUR_API_TOKEN" \ - -H "Content-Type: application/json" \ - -d '{ - "columns": ["Column1", "Column2", "Column3"], - "rows": ["Row1", "Row2"], - "cells": [ - {"column": "Column1", "row": "Row1", "value": "Data1"}, - {"column": "Column2", "row": "Row1", "value": "Data2"}, - {"column": "Column1", "row": "Row2", "value": "Data3"}, - {"column": "Column2", "row": "Row2", "value": "Data4"} - ] - }' -``` +**Method**: `POST` -#### Body Fields +**URL**: `/graph/export-triples` -- `columns`: A list of column names for the table. -- `rows`: A list of row names for the table. -- `cells`: A list of cell objects, where each object contains: - - `column`: The name of the column this cell belongs to. - - `row`: The name of the row this cell belongs to. - - `value`: The value contained in this cell. +**Headers**: -### Response +- `Content-Type`: `application/json` -- **Status**: 200 OK -- **Content-Type**: application/json +**Body**: JSON object representing a table with columns, rows, and chunks. -The response will contain a JSON file attachment with the triples and chunks extracted from the table. +**Parameters** -#### Example Response +| Name | In | Type | Description | +| --------- | ---- | ------ | -------------------------------------------------- | +| `columns` | body | `list` | A list of columns | +| `rows` | body | `list` | A list of rows | +| `chunks` | body | `dict` | A dictionary of chunk objects associated with rows | -```json -{ - "triples": [ +**Example** + +```python +import requests + +url = "http://localhost:8000/api/v1/graph/export-triples" +headers = { + "Content-Type": "application/json" +} +data = { + "columns": [ { - "subject": "Subject1", - "predicate": "Predicate1", - "object": "Object1" + "id": "column1", + "hidden": false, + "entityType": "Person", + "type": "text", + "generate": true, + "query": "Who is mentioned in the document?", + "rules": [ + { + "type": "may_return", + "options": ["Jill", "Jane"] + } + ] }, { - "subject": "Subject2", - "predicate": "Predicate2", - "object": "Object2" + "id": "column2", + "hidden": false, + "entityType": "Location", + "type": "text", + "generate": true, + "query": "Where is @[Person](column1) from?", + "rules": [ + { + "type": "must_return", + "options": ["New York", "Los Angeles"] + } + ] } ], - "chunks": [ + "rows": [ { - "start": 0, - "end": 100, - "text": "Extracted text chunk 1" + "id": "row1", + "sourceData": { + "documentId": "doc123", + "metadata": { + "author": "John Doe", + "title": "Sample Document" + } + }, + "hidden": false, + "cells": { + "column1": "Jill", + "column2": "New York" + } }, { - "start": 101, - "end": 200, - "text": "Extracted text chunk 2" + "id": "row2", + "sourceData": "raw_text", + "hidden": "true", + "cells": { + "column1": "Jane", + "column2": "Los Angeles" + } } - ] + ], + "chunks": { + "row1-column1": [ + { + "content": "This is some content from page 1.", + "page": 1 + }, + { + "content": "Additional content from page 2.", + "page": 2 + } + ] + } } + +response = requests.post(url, headers=headers, json=data) +print(response.json()) ``` -### Error Codes +### Response + +**Status Code**: `200 OK` -- `400 Bad Request`: Invalid JSON in the request body. -- `422 Unprocessable Entity`: Validation error in the request data (e.g., missing fields or invalid format). -- `500 Internal Server Error`: An unexpected error occurred during the export process. +**Content-Type**: `application/json` -## How it Works +**Body**: -1. The system receives the table structure (columns, rows, cells) in the request body. -2. The service validates the table and ensures the data is correctly formatted. -3. Using a Language Model (LLM) service, the system generates a schema for the table. -4. Based on the schema, the service generates triples (subject, predicate, object) and extracts data chunks. -5. The response contains the generated triples and chunks in JSON format, downloadable as a file. +```json +{ + "triples": [ + { + "triple_id": "1", + "head": { + "label": "Person", + "name": "Jill" + }, + "tail": { + "label": "Location", + "name": "New York" + }, + "relation": { + "name": "is_from" + }, + "chunk_ids": ["c_1234", "c_5678"] + } + ], + "chunks": [ + { + "chunk_id": "c_1234", + "content": "This is some content from page 1.", + "page": "1", + "triple_id": "1" + }, + { + "chunk_id": "c_5678", + "content": "Additional content from page 2.", + "page": "2", + "triple_id": "1" + } + ] +} +``` -## Notes +### Error Responses -For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file +| Status Code | Error | Description | +| ----------- | ----------------------- | ------------------------------------------------------ | +| `400` | `Bad Request` | Invalid JSON in the request body | +| `422` | `Unprocessable Entity` | Validation error in the request data | +| `500` | `Internal Server Error` | An unexpected error occurred during the export process | diff --git a/backend/docs/api/v1/endpoints/query.md b/backend/docs/api/v1/endpoints/query.md index 0e5c300..b95ad42 100644 --- a/backend/docs/api/v1/endpoints/query.md +++ b/backend/docs/api/v1/endpoints/query.md @@ -1,123 +1,125 @@ -# Query API Endpoints +# Query API Overview -This section covers the API endpoints related to querying documents in the Knowledge Table backend. The query system allows you to ask questions about documents using different methods, including vector search, hybrid search, and decomposed search. These queries utilize a combination of keyword searches and vector-based methods to generate answers from the document data. +This section covers the API endpoints related to querying documents in the Knowledge Table backend. The query system allows you to ask questions about documents using different retrieval methods, including vector search, hybrid search, and decomposed search. These queries utilize a combination of keyword searches and vector-based methods to generate answers from the document data. -## Available Endpoint +--- -1. **POST** `/query` – Run a query and generate a response based on document data. +## **Run Query** -For detailed API schemas and auto-generated documentation, refer to: +`POST /query` -::: app.api.v1.endpoints.query +**Description** +Run a query against a document using one of three methods: Simple Vector Search, Hybrid Search, or Decomposed Search. ---- +### Request -## POST `/query` +**Method**: `POST` -### Overview +**URL**: `/query` -This endpoint runs a query against a document using one of three methods: +**Headers**: -1. **Simple Vector Search**: A vector search is performed on the document to find relevant chunks, which are then used to generate an answer. -2. **Hybrid Search**: Both a keyword search and a vector search are performed. The most relevant chunks from both searches are used to generate the answer. -3. **Decomposed Search**: The query is broken down into smaller sub-queries. A vector search is run for each sub-query, and the results are combined to form the final answer. +- `Content-Type`: `application/json` -### Request +**Body**: JSON object containing the query details, including the retrieval type, document ID, and the prompt/query itself. + +**Parameters** + +| Name | In | Type | Description | +| ------------- | ---- | -------- | ------------------------------------------------- | +| `document_id` | body | `string` | The ID of the document to query | +| `prompt` | body | `object` | A column prompt in the `QueryPromptSchema` format | + +### QueryPromptSchema Structure + +| Name | Type | Description | +| ------------- | --------- | ------------------------------------------------------------------------- | +| `id` | `string` | ID of the column | +| `entity_type` | `string` | The name of the entity in the Knowledge Table | +| `query` | `string` | The actual query or question | +| `type` | `Literal` | One of `"int"`, `"str"`, `"bool"`, `"int_array"`, `"str_array"` | +| `rules` | `list` | _(Optional) `"must_return"`, `"may_return"`, `"max_length"`, `"replace"`_ | + +**Example** -- **Method**: `POST` -- **URL**: `/query` -- **Headers**: - - `Authorization`: Bearer token (if required) - - `Content-Type`: `application/json` -- **Body**: A JSON object containing the query request details, including the RAG (retrieval-augmented generation) type, document ID, and the prompt/query itself. - -#### Example Request - -```bash -curl -X POST "https://api.example.com/v1/query" \ - -H "Authorization: Bearer YOUR_API_TOKEN" \ - -H "Content-Type: application/json" \ - -d '{ - "rag_type": "hybrid", - "document_id": "abc123", - "prompt": { - "query": "What is the key takeaway from this document?", - "id": "prompt1", - "type": "text", - "rules": ["summarize"] - } - }' -```` - -#### Body Fields - -- `rag_type`: Specifies the query type (vector, hybrid, or decomposed). -- `document_id`: The ID of the document to query. -- `prompt`: An object containing: - - `query`: The actual query or question to ask. - - `id`: A unique identifier for the prompt. - - `type`: The type of answer expected (e.g., text, bool, etc.). - - `rules`: Optional rules for modifying or guiding the query (e.g., "summarize"). +```python +import requests + +url = "http://localhost:8000/api/v1/query" +headers = { + "Authorization": "Bearer YOUR_API_TOKEN", + "Content-Type": "application/json" +} +data = { + "document_id": "abc123", + "prompt": { + "id": "prompt1", + "entity_type": "Disease", + "query": "Which diseases are mentioned in this document?", + "type": "str_array", + "rules": [ + { + "type": "must_return", + "options": ["asthma", "diabetes","cancer"] + } + ] + } +} + +response = requests.post(url, headers=headers, json=data) +print(response.json()) +``` ### Response -- **Status**: 200 OK -- **Content-Type**: application/json +**Status Code**: `200 OK` -The response will contain the answer to the query, along with the chunks of document text that were used to generate the answer. +**Content-Type**: `application/json` -#### Example Response +**Body**: -````json +```json { - "id": "e7f4a6b8c5df4c099f39bdf0e2a1db8e", - "document_id": "abc123", - "prompt_id": "prompt1", - "answer": "The key takeaway is to focus on long-term sustainability.", + "answer": { + "id": "e7f4a6b8c5df4c099f39bdf0e2a1db8e", + "document_id": "abc123", + "prompt_id": "prompt1", + "answer": ["diabetes", "cancer"], + "type": "str_array" + }, "chunks": [ { - "start": 0, - "end": 100, - "text": "In this document, we emphasize the importance of sustainable practices..." + "content": "This is some content from page 1.", + "page": 1 }, { - "start": 101, - "end": 200, - "text": "Key takeaways include long-term sustainability as a priority..." + "content": "Additional content from page 2.", + "page": 2 } ], - "type": "text" + "resolved_entities": null } -```` +``` -#### Fields +### Error Responses -- `id`: Unique identifier for the query result. -- `document_id`: The document's ID. -- `prompt_id`: The prompt's ID. -- `answer`: The final answer generated by the system. -- `chunks`: An array of document chunks that contributed to the answer, including their start and end positions within the document. -- `type`: The type of answer (e.g., text, bool). +| Status Code | Error | Description | +| ----------- | ----------------------- | -------------------------------------------------------------------- | +| `400` | `Bad Request` | The request contains an invalid query type or is otherwise malformed | +| `500` | `Internal Server Error` | An error occurred while processing the query | -### Error Codes - -- `400 Bad Request`: The request contains an invalid query type or is otherwise malformed. -- `500 Internal Server Error`: An error occurred while processing the query. +--- -## Query Types +### Retrieval Types -### 1. Vector Search +#### 1. Vector Search Performs a simple vector search on the document and retrieves the most relevant chunks of text based on the query. Ideal for finding similar passages in large documents. -### 2. Hybrid Search - -Combines both keyword and vector searches to retrieve relevant chunks from both methods, creating a more comprehensive response. This is particularly useful when the document contains both structured and unstructured data. - -### 3. Decomposed Search +#### 2. Hybrid Search (Default) -Breaks the main query into smaller sub-queries, runs vector searches for each sub-query, and then compiles the results into a cohesive answer. This is ideal for complex queries that require a step-by-step breakdown. +Combines both keyword and vector searches to retrieve relevant chunks from both methods, creating a more comprehensive response. Useful when the document contains both structured and unstructured data. -## Notes +#### 3. Decomposed Search -For further details on request/response schemas and more advanced interactions, see the interactive API documentation generated by FastAPI. \ No newline at end of file +Breaks the main query into smaller sub-queries, runs vector searches for each sub-query, and then compiles the results into a cohesive answer. Ideal for complex queries that require a step-by-step breakdown. diff --git a/backend/docs/getting-started/installation.md b/backend/docs/getting-started/installation.md index 6bc771e..efd0f7b 100644 --- a/backend/docs/getting-started/installation.md +++ b/backend/docs/getting-started/installation.md @@ -1,46 +1,124 @@ -# Installation Guide +# 🚀 Installation Guide -This guide will help you set up the Knowledge Table backend. +This guide will walk you through setting up and running the Knowledge Table backend and frontend. -## Prerequisites +> **Prerequisites** +> +> - Python 3.10+ +> - Git +> - [Bun](https://bun.sh/) (for frontend) -- Python 3.10+ -- Git +--- -## Steps +## Setup and Run -1. **Clone the repository** +### Backend - ```bash - git clone https://github.com/whyhow-ai/knowledge-table.git - cd knowledge-table/backend/ - ``` +> **Step 1:** Clone the Knowledge Table repository -2. **Create and activate a virtual environment** +```bash +git clone https://github.com/whyhow-ai/knowledge-table.git +cd knowledge-table/backend/ +``` - ```bash - python3 -m venv venv - source venv/bin/activate # On Windows use `venv\Scripts\activate` - ``` +> **Step 2:** Create and activate a virtual environment -3. **Install the dependencies** +```bash +python3 -m venv venv +source venv/bin/activate # On Windows, use `venv\Scripts\activate` +``` - ```bash - pip install . - ``` +> **Step 3:** Install the necessary packages -4. **Install development dependencies (optional)** +```bash +pip install . +``` - ```bash - pip install .[dev] - ``` +_To install additional development dependencies:_ -5. **Start the backend server** +```bash +pip install .[dev] +``` - ```bash - uvicorn app.main:app --reload - ``` +> **Step 4:** Launch the backend server - The backend API will be available at `http://localhost:8000`. +```bash +uvicorn app.main:app --reload +``` -[Next: Configuration](configuration.md) \ No newline at end of file +**API** available at: [http://localhost:8000](http://localhost:8000) + +--- + +### Frontend + +> **Step 1:** Navigate to the frontend directory and install dependencies + +```bash +cd ../frontend +bun install +``` + +> **Step 2:** Start the frontend + +```bash +bun start +``` + +**Frontend** available at: [http://localhost:5173](http://localhost:5173) + +--- + +## Configuration + +The backend uses environment variables for configuration. + +> **Create a `.env` file** + +```bash +cp .env.sample .env +``` + +> **Add API keys** + +Open `.env` and set up your OpenAI API key: + +```dotenv +OPENAI_API_KEY=sk-yourkeyhere +``` + +_Optional: Add the Unstructured API key:_ + +```dotenv +UNSTRUCTURED_API_KEY=your-unstructured-api-key +``` + +| Variable | Description | +| ---------------------- | -------------------------------------- | +| `OPENAI_API_KEY` | Your OpenAI API key | +| `UNSTRUCTURED_API_KEY` | API key for Unstructured.io (optional) | + +--- + +## Explore the API + +Once the application is running, you can access the interactive API documentation: + +- **Swagger UI**: [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs) +- **ReDoc**: [http://127.0.0.1:8000/redoc](http://127.0.0.1:8000/redoc) + +Use these interfaces to try out API requests directly in your browser. + +--- + +## Run Tests + +To ensure that everything is working correctly, you can run the unit tests: + +```bash +pytest +``` + +--- + +🎉 **Your Knowledge Table backend and frontend setup is now complete!** diff --git a/backend/docs/getting-started/quickstart.md b/backend/docs/getting-started/quickstart.md index fe6aa8f..bce8d2b 100644 --- a/backend/docs/getting-started/quickstart.md +++ b/backend/docs/getting-started/quickstart.md @@ -65,4 +65,4 @@ To ensure that everything is working correctly, you can run the unit tests: pytest ``` -You are now ready to explore the Knowledge Table backend. For more detailed instructions, refer to the Installation and Configuration guides. \ No newline at end of file +You are now ready to explore the Knowledge Table backend. 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z%Y!_RMjiDsXR`I0ZYvKJig}1pFj9N-}ER$IyW_bzi2wU z>}`n2%-j&=c4w8O?RnPaO<+<#^-5m_@ OqpYAVpD+9D<^KaHJh@i@ literal 0 HcmV?d00001 diff --git a/backend/docs/index.md b/backend/docs/index.md index f0a70f9..18840ee 100644 --- a/backend/docs/index.md +++ b/backend/docs/index.md @@ -1,43 +1,23 @@ -# Knowledge Table Backend Documentation +# Knowledge Table Documentation -Welcome to the official documentation for the Knowledge Table backend. This site provides all the information you need to understand, install, and extend the backend of Knowledge Table. +Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents. This site provides all the information you need to understand, use, and extend Knowledge Table. -## Overview - -Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents. This documentation covers the backend, which is powered by FastAPI and provides RESTful APIs for interacting with the system. +![screenshot](image-1.png) ## Features - Extract structured data using natural language queries -- Customizable extraction rules and formatting -- Support for various vector databases and LLMs -- Extensible architecture for adding new services -- Chunk linking for traceability and provenance -- Filtering based on metadata or extracted data +- Build custom extraction rules and formatting +- Link chunks to answers for traceability and provenance +- Explore and filter data using extracted data - Export data as CSV or graph triples -- Chained extraction using references to previous columns - -## Key Components - -- [Document Service](services/document_service.md): Handles document processing and storage -- [Graph Service](services/graph_service.md): Manages graph-related operations -- [LLM Service](services/llm_service.md): Interfaces with language models -- [Query Service](services/query_service.md): Processes various types of queries - -## Data Models - -- [Document Models](models/document.md): Represents document data -- [Graph Models](models/graph.md): Defines graph-related data structures -- [LLM Models](models/llm.md): Structures for LLM responses -- [Query Models](models/query.md): Represents query-related data - -## API Schemas +- Chain extraction and answer generation by referencing other cells +- Extend to include new AI services, vector databases, and LLMs +- And much more... -- [Document Schemas](schemas/document.md): API schemas for document operations -- [Graph Schemas](schemas/graph.md): API schemas for graph operations -- [Query Schemas](schemas/query.md): API schemas for query operations +## Table of Contents -## Getting Started +- [Getting Started](getting-started/quickstart.md) To get started with the Knowledge Table backend: @@ -62,4 +42,4 @@ We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) f ## Support -For support, join our [Discord community](https://discord.gg/PAgGMxfhKd) or contact us at team@whyhow.ai. \ No newline at end of file +For support, join our [Discord community](https://discord.gg/PAgGMxfhKd) or contact us at team@whyhow.ai. diff --git a/backend/docs/tutorials/extracting-data.md b/backend/docs/tutorials/extracting-data.md index 71d9b66..69f21d1 100644 --- a/backend/docs/tutorials/extracting-data.md +++ b/backend/docs/tutorials/extracting-data.md @@ -1,13 +1,41 @@ -# Tutorial: Extracting Data from Documents +# Tutorial -This tutorial walks you through the process of extracting structured data from documents using Knowledge Table. +This brief tutorial walks you through getting started extracting data and chaining responses using Knowledge Table. -## Prerequisites +## Upload Documents -- Knowledge Table backend running. -- OpenAI API key configured. +You can drag and drop `.pdf` and `.txt` files into the Knowledge Table using the frontend. In this case, we'll upload three simple txt files which discuss various different diseases, their side effects, and their treatments. When you upload them, they are automatically chunked and made available for querying. -## Steps +![upload](image.png) + +## Configure column + +Next, we'll configure a column to extract our first piece of data. We'll create a column called "Disease" and we'll wrtie a prompt to extract the diseases mentioned in each document. The column type is set to "List of text," and answer generation is enabled, instructing Knowledge Table to pull relevant information based on the prompt and format it as a list of text. You can also add in rules to constrain the data extracted. Once we save and run the column, queries are run and the extraction begins. + +**Configuration** +![column](image-1.png) + +**Result** +![alt text](image-4.png) + +## Split cells into rows + +We can then split the answer into rows to perform further analysis on each individual disease. This is done by selecting the cell and clicking "Split cell into rows." + +![alt text](image-2.png) + +## Chain extraction + +Now, we can perform additional extraction and analysis on each disease by chaining extraction. We'll create a new column called "Fatal" and write a prompt to determine whether a given disease can be fatal. By mentioning another column using '@', we can automatically load that column's answer into the prompt and inject it into the prompt. + +![alt text](image-3.png) + +## Rerun cells + +Sometimes, an answer is not found. To try again, we can just right click the cell (or an entire row or column) and select "Rerun cell." This will re-run the extraction process and update the answer. +![alt text](image-5.png) + +## Export as CSV 1. **Upload a Document** diff --git a/backend/docs/tutorials/image-1.png b/backend/docs/tutorials/image-1.png new file mode 100644 index 0000000000000000000000000000000000000000..86da7ed0055073d3710f9b7c74355e336aafaeaf GIT binary patch literal 260147 zcmbSz2UHX5x;CPSf{KNrbZ{$0s`QR1qEsdHD!um>2qB^(C{h&ZT}mXB&|82gy@Mcx z9(pIC2MFaK_Br>QbMLx$?adF1mC4M!^UZwU+n;Cn@IqbbDg`|S2?@#7=g*#Kl8{h> zNk}fTU%CkF`TZIxLqbB4XZQH=i|3CYv%YY5v9@!xA|ZM9Av%`)1xTN+1rJ$bOTYK- zTDsUH$#a?SdPzB-ku$JezOH;Ju-7pp+(%( zq5gb!$v2z$mW}P$ZZ#8XfetrPm-15ei&CC3`%5NlB|Pd^V+v?EtOaf2@1_{)exbe} z#<4!!cTjaX{YFU=*CkWoj-}^p#~u>f~!_`2IX1M%ycd-r@x@eXre*^{nj1?&A*@O<$Pl-VwGik+x^7(c4{}RJMa9jeBOMg zb8*#3q0|Pck!_iGwqgtB`x@t5KO`h2Nz2hu%6HFn3XnAZs)~EbOEMcuVubw>9U^37 z-tTkye2DzD7lGWpq<%kc$DMb0MU@mNwN4tqdi~uS&O%1lN2JdlN%oND{*Zie>Eln) z!dqIep_8oQ6zZ=*X*ZI{V}FXcQhL5&UcbE^_-LKtQy|qV(l@M(Pu_Dza%Wz>BX1ok 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zFbujbam0rwOifSUm#xA`Gpkz+-|n0GzoyV;x;rcVBbXafQ&lySHA2B!YZ&?nuk$$L`S&4=cFQxs@X%>3i~x#KT;Ee)y=`Cb~m8hBF`$F`}$kM`#B!3Gfs_3MG9*#UXs ZAODqt+C4&we)%#0fv2mV%Q~loCIHzl0jdB1 literal 0 HcmV?d00001 diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index f8b3fb9..f50e127 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -25,15 +25,16 @@ theme: name: Switch to light mode nav: - - Home: index.md - Getting Started: - - Quickstart Guide: getting-started/quickstart.md # (New, we'll create this file) + - Welcome to Knowledge Table: index.md - Installation: getting-started/installation.md - - Configuration: getting-started/configuration.md - - User Guide: - - API Overview: api/overview.md - - Tutorials: - - Extracting Data from Documents: tutorials/extracting-data.md + - Tutorial: tutorials/extracting-data.md + - API Reference: + - Overview: api/overview.md + - Endpoints: + - Document: api/v1/endpoints/document.md + - Graph: api/v1/endpoints/graph.md + - Query: api/v1/endpoints/query.md - Developer Guide: - Architecture Overview: architecture.md - Development Setup: development/setup.md @@ -71,12 +72,6 @@ nav: - Document: schemas/document.md - Graph: schemas/graph.md - Query: schemas/query.md - - API Reference: - - v1: - - Endpoints: - - Document: api/v1/endpoints/document.md - - Graph: api/v1/endpoints/graph.md - - Query: api/v1/endpoints/query.md - Deployment: - Docker: deployment/docker.md - Native: deployment/native.md @@ -115,4 +110,5 @@ markdown_extensions: - pymdownx.tasklist - pymdownx.tilde - pymdownx.emoji: - emoji_generator: !!python/name:materialx.emoji.to_svg + emoji_index: !!python/name:pymdownx.emoji.twemoji + emoji_generator: !!python/name:pymdownx.emoji.to_svg From 91cf549afeb5efaf8ca1cd4245845ce72e7eba12 Mon Sep 17 00:00:00 2001 From: Chris Rec Date: Mon, 4 Nov 2024 22:25:07 -0800 Subject: [PATCH 11/15] updated docs --- backend/docs/api/v1/endpoints/document.md | 77 ++++- backend/docs/api/v1/endpoints/graph.md | 111 ++++++- backend/docs/api/v1/endpoints/query.md | 98 +++++- backend/docs/architecture.md | 157 ++++------ backend/docs/deployment/docker.md | 94 +++--- backend/docs/development/testing.md | 75 ++--- backend/docs/extending/document_loaders.md | 211 ++++++------- backend/docs/extending/llm_services.md | 126 ++++---- backend/docs/extending/overview.md | 103 ++----- backend/docs/extending/vector_databases.md | 179 ++++++----- backend/docs/getting-started/installation.md | 6 +- backend/docs/services/document_service.md | 145 +++++---- backend/docs/services/graph_service.md | 293 +++++++++++------- backend/docs/services/llm_service.md | 309 ++++++++++++------- backend/docs/services/query_service.md | 217 +++++++------ backend/mkdocs.yml | 47 +-- 16 files changed, 1291 insertions(+), 957 deletions(-) diff --git a/backend/docs/api/v1/endpoints/document.md b/backend/docs/api/v1/endpoints/document.md index 5a411ef..6ee9234 100644 --- a/backend/docs/api/v1/endpoints/document.md +++ b/backend/docs/api/v1/endpoints/document.md @@ -37,7 +37,7 @@ files = { "file": open("/path/to/your/document.pdf", "rb") } -response = requests.post(url, headers=headers, files=files) +response = requests.post(url, files=files) print(response.json()) ``` @@ -75,7 +75,7 @@ print(response.json()) `DELETE /document/{document_id}` -**Description** +**Description** Delete a document from the system by specifying its unique document ID. ### Request @@ -99,7 +99,7 @@ import requests url = "http://localhost:8000/api/v1/document/12345" -response = requests.delete(url, headers=headers) +response = requests.delete(url) print(response.json()) ``` @@ -116,7 +116,7 @@ print(response.json()) } ``` -### Error Responses +## Error Responses | Status Code | Error | Description | | ----------- | ----------------------- | -------------------------------- | @@ -125,3 +125,72 @@ print(response.json()) | `401` | `Unauthorized` | Authentication failed or missing | | `404` | `Not Found` | Resource not found | | `500` | `Internal Server Error` | Server encountered an error | + +--- + +## Schemas + +This file defines Pydantic schemas for API requests and responses related to documents. + +**DocumentCreate** + +Schema for creating a new document. + +- **`name`** (str): The name of the document. +- **`author`** (str): The author of the document. +- **`tag`** (str): A tag associated with the document. +- **`page_count`** (Annotated[int, Field(strict=True, gt=0)]): The number of pages in the document. This field is strictly validated to ensure it's a positive integer. + +**DocumentResponse** + +Schema for document response, inheriting from the Document model. + +Inherits all attributes from the `Document` model: + +- **`id`** (str): The unique identifier for the document. +- **`name`** (str): The name of the document. +- **`author`** (str): The author of the document. +- **`tag`** (str): A tag associated with the document. +- **`page_count`** (int): The number of pages in the document. + +**DeleteDocumentResponse** + +Schema for delete document response. + +- **`id`** (str): The ID of the deleted document. +- **`status`** (str): The status of the delete operation. +- **`message`** (str): A message describing the result of the delete operation. + +--- + +**Usage** + +```python +from app.schemas.document import DocumentCreate, DocumentResponse, DeleteDocumentResponse + +# Creating a new document +new_doc = DocumentCreate( + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) + +# Document response +doc_response = DocumentResponse( + id="123", + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) + +# Delete document response +delete_response = DeleteDocumentResponse( + id="123", + status="success", + message="Document successfully deleted" +) +``` + +These schemas are used to validate and structure data for API requests and responses related to queries in the application. diff --git a/backend/docs/api/v1/endpoints/graph.md b/backend/docs/api/v1/endpoints/graph.md index 13fd2cc..a8191eb 100644 --- a/backend/docs/api/v1/endpoints/graph.md +++ b/backend/docs/api/v1/endpoints/graph.md @@ -167,10 +167,119 @@ print(response.json()) } ``` -### Error Responses +## Error Responses | Status Code | Error | Description | | ----------- | ----------------------- | ------------------------------------------------------ | | `400` | `Bad Request` | Invalid JSON in the request body | | `422` | `Unprocessable Entity` | Validation error in the request data | | `500` | `Internal Server Error` | An unexpected error occurred during the export process | + +--- + +## Schemas + +This file defines Pydantic schemas for the graph API, including structures for prompts, table components, and export requests/responses. + +**Prompt** + +Represents a prompt used to extract specific information. + +- **`entityType`** (str): The type of entity the prompt is associated with. +- **`id`** (str): Unique identifier for the prompt. +- **`query`** (str): The query text of the prompt. +- **`rules`** (List[Any]): List of rules associated with the prompt. +- **`type`** (str): The type of the prompt. + +**Cell** + +Represents a cell in a table. + +- **`answer`** (Dict[str, Any]): The answer content of the cell. +- **`columnId`** (str): The ID of the column this cell belongs to. +- **`dirty`** (Union[bool, str]): Indicates if the cell has been modified. +- **`rowId`** (str): The ID of the row this cell belongs to. + +**Column** + +Represents a column in a table. + +- **`id`** (str): Unique identifier for the column. +- **`prompt`** (Prompt): The prompt associated with this column. +- **`width`** (Union[int, str]): The width of the column. +- **`hidden`** (Union[bool, str]): Indicates if the column is hidden. + +**Document** + +Represents a document. + +- **`id`** (str): Unique identifier for the document. +- **`name`** (str): The name of the document. +- **`author`** (str): The author of the document. +- **`tag`** (str): A tag associated with the document. +- **`page_count`** (Union[int, str]): The number of pages in the document. + +**Row** + +Represents a row in a table. + +- **`id`** (str): Unique identifier for the row. +- **`document`** (Document): The document associated with this row. +- **`hidden`** (Union[bool, str]): Indicates if the row is hidden. + +**Table** + +Represents a table. + +- **`columns`** (List[Column]): List of columns in the table. +- **`rows`** (List[Row]): List of rows in the table. +- **`cells`** (List[Cell]): List of cells in the table. + +**ExportTriplesRequest** + +Schema for export triples request. + +- **`columns`** (List[Column]): List of columns in the table. +- **`rows`** (List[Row]): List of rows in the table. +- **`cells`** (List[Cell]): List of cells in the table. + +**ExportTriplesResponse** + +Schema for export triples response. + +- **`triples`** (List[Dict[str, Any]]): List of triples exported. +- **`chunks`** (List[Dict[str, Any]]): List of chunks associated with the triples. + +--- + +**Usage** + +```python +from app.schemas.graph import Prompt, Cell, Column, Document, Row, Table, ExportTriplesRequest, ExportTriplesResponse + +# Creating a prompt +prompt = Prompt(entityType="Person", id="1", query="What is the person's name?", rules=[], type="text") + +# Creating a cell +cell = Cell(answer={"text": "John Doe"}, columnId="1", dirty=False, rowId="1") + +# Creating a column +column = Column(id="1", prompt=prompt, width=100, hidden=False) + +# Creating a document +document = Document(id="1", name="Sample Doc", author="Jane Doe", tag="sample", page_count=10) + +# Creating a row +row = Row(id="1", document=document, hidden=False) + +# Creating a table +table = Table(columns=[column], rows=[row], cells=[cell]) + +# Creating an export request +export_request = ExportTriplesRequest(columns=[column], rows=[row], cells=[cell]) + +# Creating an export response +export_response = ExportTriplesResponse(triples=[{"subject": "John", "predicate": "is", "object": "Person"}], chunks=[{"id": "1", "text": "John is a person"}]) +``` + +These schemas are used to validate and structure data for API requests and responses related to queries in the application. diff --git a/backend/docs/api/v1/endpoints/query.md b/backend/docs/api/v1/endpoints/query.md index b95ad42..f06e5aa 100644 --- a/backend/docs/api/v1/endpoints/query.md +++ b/backend/docs/api/v1/endpoints/query.md @@ -1,6 +1,12 @@ # Query API Overview -This section covers the API endpoints related to querying documents in the Knowledge Table backend. The query system allows you to ask questions about documents using different retrieval methods, including vector search, hybrid search, and decomposed search. These queries utilize a combination of keyword searches and vector-based methods to generate answers from the document data. +This section covers the API endpoints related to querying documents in the Knowledge Table backend. The query system allows you to ask questions about documents using different retrieval methods, including vector search, hybrid search, and decomposed search. These queries utilize a combination of keyword searches and vector-based methods to generate answers from the document data. There are currently three supported methods for retrieving data. + +- **Hybrid Search (Default)** - Combines both keyword and vector searches to retrieve relevant chunks from both methods, creating a more comprehensive response. Useful when the document contains both structured and unstructured data. + +- **Vector Search** - Performs a simple vector search on the document and retrieves the most relevant chunks of text based on the query. Ideal for finding similar passages in large documents. + +- **Decomposed Search** - Breaks the main query into smaller sub-queries, runs vector searches for each sub-query, and then compiles the results into a cohesive answer. Ideal for complex queries that require a step-by-step breakdown. --- @@ -30,7 +36,7 @@ Run a query against a document using one of three methods: Simple Vector Search, | `document_id` | body | `string` | The ID of the document to query | | `prompt` | body | `object` | A column prompt in the `QueryPromptSchema` format | -### QueryPromptSchema Structure +**QueryPromptSchema Structure** | Name | Type | Description | | ------------- | --------- | ------------------------------------------------------------------------- | @@ -101,7 +107,7 @@ print(response.json()) } ``` -### Error Responses +## Error Responses | Status Code | Error | Description | | ----------- | ----------------------- | -------------------------------------------------------------------- | @@ -110,16 +116,88 @@ print(response.json()) --- -### Retrieval Types +## Schemas + +This file defines Pydantic schemas for API requests and responses related to queries. + +**QueryPrompt** + +Represents a query prompt. + +- **`id`** (str): Unique identifier for the prompt. +- **`query`** (str): The query text. +- **`type`** (Literal["int", "str", "bool", "int_array", "str_array"]): The expected type of the answer. +- **`entity_type`** (str): The type of entity the query is about. +- **`rules`** (Optional[List[Rule]]): Optional list of rules to apply to the query. + +**QueryRequest** + +Represents a query request. -#### 1. Vector Search +- **`document_id`** (str): The ID of the document to query. +- **`previous_answer`** (Optional[Union[int, str, bool, List[int], List[str]]]): The previous answer, if any. +- **`prompt`** (QueryPrompt): The query prompt. +- **`rag_type`** (Optional[Literal["vector", "hybrid", "decomposed"]]): The type of retrieval-augmented generation to use. Defaults to "hybrid". -Performs a simple vector search on the document and retrieves the most relevant chunks of text based on the query. Ideal for finding similar passages in large documents. +**VectorResponse** -#### 2. Hybrid Search (Default) +Represents a vector response. -Combines both keyword and vector searches to retrieve relevant chunks from both methods, creating a more comprehensive response. Useful when the document contains both structured and unstructured data. +- **`message`** (str): A message associated with the response. +- **`chunks`** (List[Chunk]): List of relevant chunks from the document. +- **`keywords`** (Optional[List[str]]): Optional list of keywords extracted from the query. -#### 3. Decomposed Search +**QueryResponse** + +Represents a query response. + +- **`id`** (str): Unique identifier for the response. +- **`document_id`** (str): The ID of the document queried. +- **`prompt_id`** (str): The ID of the prompt used. +- **`answer`** (Optional[Union[int, str, bool, List[int], List[str]]]): The answer to the query. +- **`chunks`** (List[Chunk]): List of relevant chunks from the document. +- **`type`** (str): The type of the answer. + +--- + +**Usage** + +```python +from app.schemas.query import QueryPrompt, QueryRequest, VectorResponse, QueryResponse +from app.models.query import Rule, Chunk + +# Creating a query prompt +prompt = QueryPrompt( + id="1", + query="What is the capital of France?", + type="str", + entity_type="Location", + rules=[Rule(type="must_return", options=["Paris", "London", "Berlin"])] +) + +# Creating a query request +request = QueryRequest( + document_id="doc123", + prompt=prompt, + rag_type="hybrid" +) + +# Creating a vector response +vector_response = VectorResponse( + message="Retrieved relevant chunks", + chunks=[Chunk(content="Paris is the capital of France.", page=1)], + keywords=["capital", "France"] +) + +# Creating a query response +query_response = QueryResponse( + id="resp1", + document_id="doc123", + prompt_id="1", + answer="Paris", + chunks=[Chunk(content="Paris is the capital of France.", page=1)], + type="str" +) +``` -Breaks the main query into smaller sub-queries, runs vector searches for each sub-query, and then compiles the results into a cohesive answer. Ideal for complex queries that require a step-by-step breakdown. +These schemas are used to validate and structure data for API requests and responses related to queries in the application. diff --git a/backend/docs/architecture.md b/backend/docs/architecture.md index b495564..c2efc8c 100644 --- a/backend/docs/architecture.md +++ b/backend/docs/architecture.md @@ -1,15 +1,6 @@ # Architecture Overview -This document provides a comprehensive overview of the Knowledge Table backend architecture, detailing its components, their interactions, and the overall system design. - -## High-Level Architecture - -Knowledge Table is built on a modular, service-oriented architecture that allows for flexibility and extensibility. The main components are: - -1. API Layer -2. Service Layer -3. Model Layer -4. External Integrations (LLMs, Vector Databases, Document Loaders) +This section provides an overview of the Knowledge Table backend architecture, covering key components and their interactions. Knowledge Table follows a modular, service-oriented architecture. ```mermaid graph TD @@ -22,9 +13,39 @@ graph TD Ext -->|Loaders| DocLoaders[Document Loaders] DocLoaders -->|PDF| PyPDF[PyPDF] DocLoaders -->|Unstructured| Unstructured[Unstructured] - Models -->|Persists| DB[(Database)] ``` +## Components + +**API Layer** + +_Handles HTTP requests from clients using FastAPI_ + +- **`/documents/`**: Document upload and retrieval. +- **`/graphs/`**: Knowledge graph management. +- **`/queries/`**: Natural language query processing. + +**Service Layer** + +_Contains core business logic_ + +- **Document Service**: Manages document processing and storage. +- **Graph Service**: Handles knowledge graph creation and querying. +- **LLM Service**: Interfaces with language models for text analysis. +- **Query Service**: Processes queries and returns structured responses. + +**Model Layer** + +_Defines database models for documents, graphs, and queries_ + +**External Integrations** + +_Connects to Language Models (LLMs), vector databases, and document loaders_ + +- **LLM**: Supports OpenAI and is extensible to other providers. +- **Vector Database**: Manages embeddings for similarity search using Milvus. +- **Document Loaders**: Processes PDFs and unstructured documents. + ## Project Structure ```plaintext @@ -57,7 +78,8 @@ backend/ │ ├── llm/ │ │ ├── base.py │ │ ├── factory.py -│ │ └── openai_service.py +│ │ |── openai_service.py +│ │ └── prompts.py │ ├── loaders/ │ │ ├── base.py │ │ ├── factory.py @@ -71,97 +93,30 @@ backend/ └── docs/ ``` -## Component Details - -### 1. API Layer (`app/api/`) - -The API layer is built using FastAPI and defines the HTTP endpoints that clients interact with. - -- **Endpoints**: - - `/documents/`: Handle document uploads and retrieval. - - `/graphs/`: Manage knowledge graphs. - - `/queries/`: Process natural language queries. - -### 2. Service Layer (`app/services/`) - -The service layer contains the core business logic of the application. - -- **Document Service**: Handles document processing, storage, and retrieval. -- **Graph Service**: Manages the creation and querying of knowledge graphs. -- **LLM Service**: Interfaces with Language Models for text generation and analysis. -- **Query Service**: Processes natural language queries and returns structured results. - -### 3. Model Layer (`app/models/`) - -The model layer defines the data structures and database models used in the application. - -- **Document**: Represents uploaded documents and their metadata. -- **Graph**: Defines the structure of knowledge graphs. -- **Query**: Represents user queries and their results. - -### 4. External Integrations - -- **LLM Integration** (`app/services/llm/`): - - Abstracts interactions with Language Models. - - Currently supports OpenAI, extensible to other providers. - -- **Vector Database Integration** (`app/services/vector_db/`): - - Manages vector embeddings for efficient similarity search. - - Currently supports Milvus, extensible to other vector databases. - ## Data Flow -1. **Document Upload**: - ```mermaid - sequenceDiagram - Client->>API: Upload Document - API->>DocumentService: Process Document - DocumentService->>Loader: Load and Parse - Loader->>LLMService: Generate Embeddings - LLMService->>VectorDB: Store Embeddings - DocumentService->>Database: Store Metadata - API->>Client: Confirmation - ``` - -2. **Query Processing**: - ```mermaid - sequenceDiagram - Client->>API: Submit Query - API->>QueryService: Process Query - QueryService->>LLMService: Generate Query Embedding - QueryService->>VectorDB: Similarity Search - VectorDB->>QueryService: Relevant Documents - QueryService->>LLMService: Generate Response - API->>Client: Structured Response - ``` - -## Key Design Principles - -1. **Modularity**: Components are designed to be loosely coupled, allowing for easy replacement or extension. -2. **Extensibility**: The use of abstract base classes and factories allows for easy addition of new services (e.g., new LLM providers). -3. **Scalability**: The architecture supports horizontal scaling of services and the use of distributed databases. -4. **Security**: API authentication and data encryption are implemented at various levels. +### Document Upload -## Configuration and Environment - -- Configuration is managed through environment variables and the `app/core/config.py` file. -- Sensitive information (API keys, database credentials) is stored in environment variables. - -## Testing Strategy - -- Unit tests for individual components. -- Integration tests for service interactions. -- End-to-end tests for API endpoints. - -## Deployment - -- The application is containerized using Docker for consistent deployment across environments. -- Kubernetes can be used for orchestration in production environments. - -## Future Considerations +```mermaid +sequenceDiagram + Client->>API: Upload Document + API->>DocumentService: Process Document + DocumentService->>Loader: Parse Document + Loader->>LLMService: Generate Embeddings + LLMService->>VectorDB: Store Embeddings + DocumentService->>Database: Store Metadata + API->>Client: Confirmation +``` -- Implementation of caching mechanisms for improved performance. -- Addition of real-time processing capabilities. -- Integration with more LLM providers and vector databases. +### Query Processing -This architecture provides a solid foundation for the Knowledge Table backend, allowing for efficient data processing, flexible integrations, and scalable operations. \ No newline at end of file +```mermaid +sequenceDiagram + Client->>API: Submit Query + API->>QueryService: Process Query + QueryService->>LLMService: Generate Query Embedding + QueryService->>VectorDB: Search + VectorDB->>QueryService: Return Documents + QueryService->>LLMService: Generate Response + API->>Client: Structured Response +``` diff --git a/backend/docs/deployment/docker.md b/backend/docs/deployment/docker.md index 7cc3c47..c80aa1e 100644 --- a/backend/docs/deployment/docker.md +++ b/backend/docs/deployment/docker.md @@ -2,84 +2,64 @@ This guide explains how to deploy Knowledge Table using Docker. -## Prerequisites +> ## Prerequisites +> +> - Docker & Docker Compose installed -Before you begin, ensure you have the following installed on your system: +## Steps -- Docker -- Docker Compose +> **Step 1:** Clone the Repository -## Deployment Steps +```sh +git clone https://github.com/yourusername/knowledge-table.git +cd knowledge-table +``` -1. **Clone the Repository** +> **Step 2:** Set Up Environment - ```sh - git clone https://github.com/yourusername/knowledge-table.git - cd knowledge-table - ``` +```sh +cp .env.sample .env +``` -2. **Environment Setup** +Open `.env`, add your OpenAI API key: - Copy the sample environment file and edit it with your settings: +``` +OPENAI_API_KEY=your_api_key_here +``` - ```sh - cp .env.sample .env - ``` +> **Step 3:** Build and Start Containers - Open `.env` in a text editor and add your OpenAI API key: +```sh +docker-compose up -d --build +``` - ``` - OPENAI_API_KEY=your_api_key_here - ``` +- Frontend: `http://localhost:3000` +- Backend: `http://localhost:8000` -3. **Build and Start the Containers** +> **Step 4:** Stop the Application - Use Docker Compose to build and start the containers: - - ```sh - docker-compose up -d --build - ``` - - This command builds the images (if they don't exist) and starts the containers in detached mode. - -4. **Accessing the Application** - - Once the containers are up and running, you can access: - - The frontend at `http://localhost:3000` - - The backend at `http://localhost:8000` - -5. **Stopping the Application** - - To stop the containers, run: - - ```sh - docker-compose down - ``` +```sh +docker-compose down +``` ## Troubleshooting -- If you encounter any issues, check the logs of the containers: - +- Check container logs with: ```sh docker-compose logs ``` - -- Ensure all required environment variables are set in your `.env` file. +- Verify all required variables in `.env`. ## Updating -To update to the latest version: - -1. Pull the latest changes from the repository: - - ```sh - git pull origin main - ``` +> **Step 1:** Pull the latest changes -2. Rebuild and restart the containers: +```sh +git pull origin main +``` - ```sh - docker-compose up -d --build - ``` +> **Step 2:** Rebuild and restart: -This will ensure you're running the latest version of Knowledge Table. \ No newline at end of file +```sh +docker-compose up -d --build +``` diff --git a/backend/docs/development/testing.md b/backend/docs/development/testing.md index 36a77a1..9516a5c 100644 --- a/backend/docs/development/testing.md +++ b/backend/docs/development/testing.md @@ -10,65 +10,65 @@ Ensure you have set up your development environment as described in the [Setup G We use pytest for our test suite. To run the tests, follow these steps: -1. **Activate your virtual environment** (if not already activated): +**1. Activate your virtual environment** (if not already activated): - ```sh - source venv/bin/activate # On Windows use `venv\Scripts\activate` - ``` +```sh +source venv/bin/activate # On Windows use `venv\Scripts\activate` +``` -2. **Navigate to the backend directory**: +**2. Navigate to the backend directory**: - ```sh - cd path/to/knowledge-table/backend - ``` +```sh +cd path/to/knowledge-table/backend +``` -3. **Run the tests**: +**3. Run the tests**: - ```sh - pytest - ``` +```sh +pytest +``` - This command will discover and run all tests in the project. +This command will discover and run all tests in the project. ### Running Specific Tests -- To run tests in a specific file: +To run tests in a specific file: - ```sh - pytest tests/path/to/test_file.py - ``` +```sh +pytest tests/path/to/test_file.py +``` -- To run a specific test function: +To run a specific test function: - ```sh - pytest tests/path/to/test_file.py::test_function_name - ``` +```sh +pytest tests/path/to/test_file.py::test_function_name +``` -## Test Coverage +## Coverage To run tests with coverage reporting: -1. **Install pytest-cov** (if not already installed): +**1. Install pytest-cov** (if not already installed): - ```sh - pip install pytest-cov - ``` +```sh +pip install pytest-cov +``` -2. **Run tests with coverage**: +**2. Run tests with coverage**: - ```sh - pytest --cov=app tests/ - ``` +```sh +pytest --cov=app tests/ +``` - This will run the tests and display a coverage report in the terminal. +This will run the tests and display a coverage report in the terminal. -3. **Generate an HTML coverage report**: +**3. Generate an HTML coverage report**: - ```sh - pytest --cov=app --cov-report=html tests/ - ``` +```sh +pytest --cov=app --cov-report=html tests/ +``` - This creates a `htmlcov` directory. Open `htmlcov/index.html` in a web browser to view the detailed coverage report. +This creates a `htmlcov` directory. Open `htmlcov/index.html` in a web browser to view the detailed coverage report. ## Writing Tests @@ -98,6 +98,7 @@ def test_upload_document_invalid_file(): We use GitHub Actions for continuous integration. The CI pipeline runs all tests automatically on every push and pull request. To view the CI results: + 1. Go to the GitHub repository. 2. Click on the "Actions" tab. 3. Select the workflow run you want to inspect. @@ -110,4 +111,4 @@ If you encounter any issues while running tests: 2. Check that your `.env` file is properly configured. 3. Verify that you're in the correct directory when running the tests. -If problems persist, please open an issue on the GitHub repository with details about the error you're encountering. \ No newline at end of file +If problems persist, please open an issue on the GitHub repository with details about the error you're encountering. diff --git a/backend/docs/extending/document_loaders.md b/backend/docs/extending/document_loaders.md index b2f08a0..944f953 100644 --- a/backend/docs/extending/document_loaders.md +++ b/backend/docs/extending/document_loaders.md @@ -1,120 +1,99 @@ # Extending Document Loaders -This guide explains how to add support for new document loader services in the Knowledge Table backend. - -## Steps to Add a New Document Loader - -1. **Create a new Loader service class** - - In `src/app/services/loaders/`, create a new file `your_loader_service.py`. - - ```python - # your_loader_service.py - from typing import List, Optional - from langchain.schema import Document - from app.services.loaders.base import LoaderService - - class YourLoader(LoaderService): - def __init__(self, api_key: Optional[str] = None): - """Initialize the YourLoader.""" - self.api_key = api_key - - async def load(self, file_path: str) -> List[Document]: - """Load document from file path.""" - # Implement your loading logic here - pass - - async def load_and_split(self, file_path: str) -> List[Document]: - """Load and split document from file path.""" - # Implement your loading and splitting logic here - pass - ``` - -2. **Update the Loader Factory** - - In `src/app/services/loaders/factory.py`, import your new service and update the factory method. - - ```python - # factory.py - from app.services.loaders.your_loader_service import YourLoader - - class LoaderFactory: - @staticmethod - def create_loader() -> Optional[LoaderService]: - loader_type = settings.loader - logger.info(f"Creating loader of type: {loader_type}") - - try: - if loader_type == "unstructured": - # ... existing unstructured loader code ... - elif loader_type == "pypdf": - # ... existing pypdf loader code ... - elif loader_type == "your_loader": - logger.info("Using YourLoader") - return YourLoader(api_key=settings.your_loader_api_key) - else: - logger.warning(f"No loader found for type: {loader_type}") - return None - except ValueError as ve: - logger.error(f"Error creating loader: {str(ve)}") - raise - except Exception as e: - logger.exception(f"Error creating loader: {str(e)}") - return None - ``` - -3. **Configure the Service** - - In `src/app/core/config.py`, add configuration options for your loader. - - ```python - # config.py - from pydantic import BaseSettings - - class Settings(BaseSettings): - loader: str = "unstructured" # Default to unstructured - your_loader_api_key: Optional[str] = None - - settings = Settings() - ``` - - Update your environment variable or `.env` file accordingly: - - ``` - LOADER=your_loader - YOUR_LOADER_API_KEY=your_api_key_here - ``` - -4. **Implement the Loader Logic** - - In your `YourLoader` class, implement the `load` and `load_and_split` methods according to your loader's specific requirements. - - ```python - async def load(self, file_path: str) -> List[Document]: - # Example implementation - your_loader = YourLoaderLibrary(api_key=self.api_key) - raw_document = your_loader.load_file(file_path) - return [Document(page_content=raw_document, metadata={"source": file_path})] - - async def load_and_split(self, file_path: str) -> List[Document]: - # Example implementation - your_loader = YourLoaderLibrary(api_key=self.api_key) - raw_document = your_loader.load_file(file_path) - splits = your_loader.split_document(raw_document) - return [Document(page_content=split, metadata={"source": file_path, "split": i}) for i, split in enumerate(splits)] - ``` - -## Additional Considerations - -- **Error Handling**: Implement proper error handling in your loader service. -- **Testing**: Write unit tests for your new loader service. -- **Performance**: Consider optimizing your implementation for large documents. -- **Metadata**: Ensure your loader captures relevant metadata from the documents. -- **Compatibility**: Make sure your loader returns `langchain.schema.Document` objects for compatibility with the rest of the system. - -## Example: Implementing a PDF Loader - -Here's a simplified example of how the PDFLoader is implemented: +This guide covers adding new document loaders to the Knowledge Table backend, detailing the setup and configuration. + +--- + +## Steps + +### **1. Create a Loader Service Class** + +In `src/app/services/loaders/`, create a new file, e.g., `your_loader_service.py`. + +```python +# your_loader_service.py +from typing import List, Optional +from langchain.schema import Document +from app.services.loaders.base import LoaderService + +class YourLoader(LoaderService): + def __init__(self, api_key: Optional[str] = None): + self.api_key = api_key + + async def load(self, file_path: str) -> List[Document]: + # Implement loading logic here + pass + + async def load_and_split(self, file_path: str) -> List[Document]: + # Implement loading and splitting logic here + pass +``` + +### **2. Update the Loader Factory** + +In `src/app/services/loaders/factory.py`, add an import and update the factory method. + +```python +# factory.py +from app.services.loaders.your_loader_service import YourLoader + +class LoaderFactory: + @staticmethod + def create_loader() -> Optional[LoaderService]: + loader_type = settings.loader + if loader_type == "your_loader": + return YourLoader(api_key=settings.your_loader_api_key) + # existing loader conditions... +``` + +### **3. Configure the Service** + +In `src/app/core/config.py`, add configurations for the new loader: + +```python +# config.py +from pydantic import BaseSettings + +class Settings(BaseSettings): + loader: str = "unstructured" + your_loader_api_key: Optional[str] = None + +settings = Settings() +``` + +Update your environment variables or `.env` file: + +``` +LOADER=your_loader +YOUR_LOADER_API_KEY=your_api_key_here +``` + +### **4. Implement Loader Logic** + +Define `load` and `load_and_split` in `YourLoader` for your loader requirements. + +```python +async def load(self, file_path: str) -> List[Document]: + raw_document = YourLoaderLibrary(api_key=self.api_key).load_file(file_path) + return [Document(page_content=raw_document, metadata={"source": file_path})] + +async def load_and_split(self, file_path: str) -> List[Document]: + raw_document = YourLoaderLibrary(api_key=self.api_key).load_file(file_path) + splits = YourLoaderLibrary().split_document(raw_document) + return [Document(page_content=split, metadata={"source": file_path, "split": i}) for i, split in enumerate(splits)] +``` + +--- + +## Considerations + +- **Error Handling**: Ensure robust error handling. +- **Testing**: Write unit tests for your loader. +- **Performance**: Optimize for large documents. +- **Metadata**: Capture relevant document metadata. +- **Compatibility**: Return `langchain.schema.Document` objects for system compatibility. + +## Example ```python from typing import List @@ -131,5 +110,3 @@ class PDFLoader(LoaderService): loader = LangchainPyPDFLoader(file_path) return loader.load_and_split() ``` - -This example shows how to leverage existing libraries (in this case, Langchain's PyPDFLoader) to implement the required functionality. \ No newline at end of file diff --git a/backend/docs/extending/llm_services.md b/backend/docs/extending/llm_services.md index f015fc8..8632731 100644 --- a/backend/docs/extending/llm_services.md +++ b/backend/docs/extending/llm_services.md @@ -1,82 +1,92 @@ # Extending LLM Services -This guide explains how to add support for new Language Model (LLM) services. +This guide explains how to add support for new Language Model (LLM) services to the Knowledge Table backend. -## Steps to Add a New LLM Service +--- -1. **Create a new LLM service class** +## Steps - In `src/app/services/llm/`, create a new file `your_llm_service.py`. +### **1. Create a New LLM Service Class** - ```python - # your_llm_service.py - from .base import BaseLLMService +In `src/app/services/llm/`, create a new file, e.g., `your_llm_service.py`. - class YourLLMService(BaseLLMService): - def __init__(self): - super().__init__() - # Initialize your LLM client here +```python +# your_llm_service.py +from .base import BaseLLMService - async def generate_response(self, prompt: str) -> str: - """ - Generate a response using Your LLM. +class YourLLMService(BaseLLMService): + def __init__(self): + super().__init__() + # Initialize your LLM client here - Args: - prompt (str): The prompt to send to the LLM. + async def generate_response(self, prompt: str) -> str: + # Implement LLM interaction logic here + response = ... # Replace with actual implementation + return response +``` - Returns: - str: The generated response. - """ - # Implement your LLM interaction logic here - response = ... # Replace with actual implementation - return response - ``` +### **2. Update the LLM Factory** -2. **Update the LLM Factory** +In `src/app/services/llm/factory.py`, import your service and update the factory method. - In `src/app/services/llm/factory.py`, import your new service and update the factory method. +```python +# factory.py +from .your_llm_service import YourLLMService - ```python - # factory.py - from .your_llm_service import YourLLMService +class LLMFactory: + @staticmethod + def get_llm_service(service_name: str): + if service_name == "openai": + return OpenAIService() + elif service_name == "your_llm": + return YourLLMService() + else: + raise ValueError(f"Unknown LLM service: {service_name}") +``` - class LLMFactory: - @staticmethod - def get_llm_service(service_name: str): - if service_name == "openai": - return OpenAIService() - elif service_name == "your_llm": - return YourLLMService() - else: - raise ValueError(f"Unknown LLM service: {service_name}") - ``` +### **3. Configure the Service** -3. **Configure the Service** +In `src/app/core/config.py`, add configuration options for the new LLM. - In `src/app/core/config.py`, add a configuration option for your LLM. +```python +# config.py +from pydantic import BaseSettings - ```python - # config.py - from pydantic import BaseSettings +class Settings(BaseSettings): + LLM_SERVICE: str = "openai" - class Settings(BaseSettings): - LLM_SERVICE: str = "openai" # Default to OpenAI +settings = Settings() +``` - settings = Settings() - ``` +Update your environment or `.env` file: - Update your environment variable or `.env` file accordingly: +``` +LLM_SERVICE=your_llm +``` - ``` - LLM_SERVICE=your_llm - ``` +--- -4. **Use the New Service** +## Considerations - The application will now use your LLM service based on the configuration. - -## Additional Considerations - -- **Authentication**: Ensure you handle any API keys or authentication required by your LLM service. -- **Error Handling**: Implement proper error handling in your service. +- **Authentication**: Handle any API keys or authentication required by the service. +- **Error Handling**: Ensure robust error handling in your service. - **Testing**: Write unit tests for your new service. + +## Example + +Here's an example of how you might implement `generate_response` in `YourLLMService`: + +```python +async def generate_response(self, prompt: str) -> str: + # Call your LLM API client with the prompt + try: + response = await self.your_llm_client.generate( + prompt, + api_key=self.api_key, + max_tokens=50 + ) + return response["text"] + except Exception as e: + logger.error(f"Error generating response: {e}") + return "Error in LLM generation" +``` diff --git a/backend/docs/extending/overview.md b/backend/docs/extending/overview.md index b5a2d68..fe90571 100644 --- a/backend/docs/extending/overview.md +++ b/backend/docs/extending/overview.md @@ -1,92 +1,57 @@ # Extending the Knowledge Table Backend -## Overview +The Knowledge Table backend is designed for extensibility, allowing developers to add new capabilities and integrate services with ease. -The Knowledge Table backend is designed for extensibility, allowing developers to integrate new capabilities and services with ease. This flexibility enables the system to adapt to evolving requirements and leverage new technologies as they emerge. - -## Key Areas for Extension - -You can extend the backend in the following areas: - -1. **Document Loaders** - - **Add support for new document formats**: Extend the system to handle additional file types (e.g., PDFs, DOCX, or HTML). - - **Integrate with different document parsing libraries**: Utilize external libraries or custom logic for document parsing. - - **Customize document splitting and preprocessing**: Implement strategies for document chunking, metadata extraction, or content filtering. - -2. **LLM (Large Language Model) Services** - - **Integrate with new LLM providers**: Add support for various LLM platforms (e.g., OpenAI, Anthropic, etc.). - - **Implement custom prompting strategies**: Optimize the interaction with LLMs by modifying prompts to suit specific tasks. - - **Optimize LLM usage for specific use cases**: Create efficient logic to reduce costs and latency while ensuring high-quality responses. - -3. **Vector Databases** - - **Add support for different vector databases**: Introduce support for more vector databases (e.g., Pinecone, Weaviate). - - **Implement custom indexing and search strategies**: Create specialized indexing and retrieval mechanisms to improve search performance. - - **Optimize vector operations for performance**: Fine-tune indexing, storage, and querying of vectors to handle large-scale datasets efficiently. - -## Extension Guides - -Detailed guides for extending each area are provided in the following documents: - -- [Extending Document Loaders](document_loaders.md) -- [Extending LLM Services](llm_services.md) -- [Extending Vector Databases](vector_databases.md) - -## General Extension Principles - -When developing extensions for the Knowledge Table backend, consider the following best practices: - -1. **Modularity**: Design new components as modular, self-contained units that can be easily plugged into the system. Avoid introducing dependencies that could affect other areas. - - _Example_: A custom document loader should not interfere with the existing processing pipeline and should adhere to the base class structure. - -2. **Consistency**: Follow established design patterns and coding conventions. New features should integrate seamlessly into the architecture, both in terms of code structure and user experience. - - _Example_: New LLM integrations should use similar interfaces and configuration approaches as existing models. +--- -3. **Configuration**: Make new components configurable through environment variables or configuration files, rather than hardcoding values. This allows users to customize settings without modifying the code. - - _Example_: A new vector database should expose options for the connection string and indexing strategies via configuration files. +## Getting Started -4. **Error Handling**: Implement robust error handling with meaningful error messages. Avoid silent failures and provide logs or feedback that can help identify issues. - - _Example_: If a document parsing process fails, return an error response with clear details about the failure, such as file format issues. +_For full instructions, please see the [Contributing Guide](../CONTRIBUTING.md)._ -5. **Testing**: Write comprehensive unit and integration tests for your components. Ensure your tests cover common edge cases and unexpected inputs. - - _Example_: Include tests for different document formats if you're building a custom document loader, ensuring that each format is parsed as expected. +1. **Create a Branch**: Use Git to create a new branch for your extension. +2. **Develop Your Extension**: Follow guidelines, and add base classes where needed. +3. **Test Your Component**: Implement tests to verify functionality and integration. +4. **Update Configurations and Docs**: Add any new options to config files and provide detailed documentation. (`README.md`, `docs/`, `.env.sample`, etc.) +5. **Submit a Pull Request**: Submit your PR with tests, documentation, and configurations for review. -6. **Documentation**: Provide clear documentation for your extension. This should include a high-level overview, usage instructions, and any required configurations or environment setup. - - _Example_: Document the steps to enable a custom LLM service, including any API keys or external dependencies. +--- -7. **Performance**: Consider the scalability and performance implications of your new components, especially in high-traffic or data-intensive environments. - - _Example_: Optimize vector operations (e.g., batch inserts) to minimize the time and resources required for large datasets. +## Areas for Extension -## Getting Started +Here are some key areas where we are looking to extend the Knowledge Table backend: -To begin extending the Knowledge Table backend: +**Document Loaders** -1. **Familiarize yourself with the codebase**: Review the existing architecture and patterns in the area you're planning to extend (e.g., document loaders, LLM services, vector databases). - -2. **Identify the area to extend**: Whether it's document loaders, LLM integrations, or vector databases, make sure you understand how these components currently work. +- **New Formats**: Support additional file types (e.g., PDFs, DOCX, HTML). +- **Custom Parsing**: Use external libraries or custom logic for parsing. +- **Document Preprocessing**: Implement chunking, metadata extraction, or content filtering. -3. **Review the relevant extension guide**: Each area has a dedicated guide with specific instructions for building extensions. +**LLM Services** -4. **Create a new branch**: Use Git to create a new branch for your extension work, ensuring isolation from the main codebase. +- **LLM Integrations**: Add support for different LLM providers (e.g., OpenAI, Anthropic). +- **Prompt Strategies**: Modify prompts for specific tasks and use cases. +- **Efficiency**: Optimize usage for cost-effectiveness and performance. -5. **Develop your extension**: Follow the guidelines and established patterns to build your extension. Use existing base classes where available to maintain consistency. +**Vector Databases** -6. **Write tests for your new component**: Implement both unit and integration tests to verify that your extension works as expected. +- **Database Options**: Support for additional vector databases (e.g., Pinecone, Weaviate). +- **Indexing and Search**: Implement custom indexing and search strategies. +- **Performance Tuning**: Optimize for handling large datasets. -7. **Update configuration and documentation**: Ensure that any new configuration options are added to the appropriate files, and provide detailed documentation on how to use your extension. +--- -8. **Submit a pull request**: Once your extension is complete, submit a pull request (PR) for review. Be sure to include relevant tests, documentation, and configuration updates. +## Principles -By following these guidelines, you can contribute meaningful extensions to the Knowledge Table backend, enhancing its functionality and adapting it to new use cases. +1. **Modularity**: Design new components as self-contained units that integrate smoothly without impacting other areas. +2. **Consistency**: Follow established design patterns and conventions to maintain cohesion with existing architecture. +3. **Configuration**: Use environment variables or configuration files for settings, avoiding hardcoding. +4. **Error Handling**: Provide meaningful error messages and logging. +5. **Testing**: Write unit and integration tests covering edge cases and common inputs. +6. **Documentation**: Include usage instructions, configuration steps, and any dependencies. +7. **Performance**: Design for scalability, especially for data-intensive processes. --- ## Contributions and Support -We welcome contributions from the community! Please see the [Contributing Guide](../CONTRIBUTING.md) for details on how to contribute. If you need help, join our [Discord community](https://discord.gg/PAgGMxfhKd) or reach out to our team at team@whyhow.ai. +We welcome community contributions! Check the [Contributing Guide](../CONTRIBUTING.md) for more on how to contribute. For help, join our [Discord community](https://discord.gg/PAgGMxfhKd) or contact us at team@whyhow.ai. diff --git a/backend/docs/extending/vector_databases.md b/backend/docs/extending/vector_databases.md index a995b7a..e26e264 100644 --- a/backend/docs/extending/vector_databases.md +++ b/backend/docs/extending/vector_databases.md @@ -2,113 +2,112 @@ This guide explains how to add support for new Vector Database services. -## Steps to Add a New Vector DB Service +--- -1. **Create a new Vector DB service class** +## Steps - In `src/app/services/vector_db/`, create a new file `your_vector_db_service.py`. +### **1. Create a Vector DB Service Class** - ```python - # your_vector_db_service.py - from typing import Any, Dict, List - from langchain.schema import Document as LangchainDocument - from app.models.query import Rule - from app.schemas.query import VectorResponse - from app.services.vector_db.base import VectorDBService - from app.services.llm_service import LLMService +In `src/app/services/vector_db/`, create a new file, e.g., `your_vector_db_service.py`. - class YourVectorDBService(VectorDBService): - def __init__(self, llm_service: LLMService): - self.llm_service = llm_service - # Initialize your Vector DB client here - - async def upsert_vectors(self, vectors: List[Dict[str, Any]]) -> Dict[str, str]: - # Implement vector upsert logic - pass - - async def vector_search(self, queries: List[str], document_id: str) -> VectorResponse: - # Implement vector search logic - pass - - async def keyword_search(self, query: str, document_id: str, keywords: List[str]) -> VectorResponse: - # Implement keyword search logic - pass - - async def hybrid_search(self, query: str, document_id: str, rules: List[Rule]) -> VectorResponse: - # Implement hybrid search logic - pass - - async def decomposed_search(self, query: str, document_id: str, rules: List[Rule]) -> Dict[str, Any]: - # Implement decomposed search logic - pass - - async def delete_document(self, document_id: str) -> Dict[str, str]: - # Implement document deletion logic - pass - - async def ensure_collection_exists(self) -> None: - # Implement collection creation logic - pass - - async def prepare_chunks(self, document_id: str, chunks: List[LangchainDocument]) -> List[Dict[str, Any]]: - # Implement chunk preparation logic - pass - ``` - -2. **Update the Vector DB Factory** - - In `src/app/services/vector_db/factory.py`, import your new service and update the factory method. +```python +# your_vector_db_service.py +from typing import Any, Dict, List +from langchain.schema import Document as LangchainDocument +from app.models.query import Rule +from app.schemas.query import VectorResponse +from app.services.vector_db.base import VectorDBService +from app.services.llm_service import LLMService + +class YourVectorDBService(VectorDBService): + def __init__(self, llm_service: LLMService): + self.llm_service = llm_service + + async def upsert_vectors(self, vectors: List[Dict[str, Any]]) -> Dict[str, str]: + # Implement vector upsert logic + pass + + async def vector_search(self, queries: List[str], document_id: str) -> VectorResponse: + # Implement vector search logic + pass + + async def keyword_search(self, query: str, document_id: str, keywords: List[str]) -> VectorResponse: + # Implement keyword search logic + pass + + async def hybrid_search(self, query: str, document_id: str, rules: List[Rule]) -> VectorResponse: + # Implement hybrid search logic + pass + + async def decomposed_search(self, query: str, document_id: str, rules: List[Rule]) -> Dict[str, Any]: + # Implement decomposed search logic + pass + + async def delete_document(self, document_id: str) -> Dict[str, str]: + # Implement document deletion logic + pass + + async def ensure_collection_exists(self) -> None: + # Implement collection creation logic + pass + + async def prepare_chunks(self, document_id: str, chunks: List[LangchainDocument]) -> List[Dict[str, Any]]: + # Implement chunk preparation logic + pass +``` - ```python - # factory.py - from app.services.vector_db.your_vector_db_service import YourVectorDBService +### **2. Update the Vector DB Factory** - class VectorDBFactory: - @staticmethod - def create_vector_db_service(provider: str, llm_service: LLMService) -> Optional[VectorDBService]: - logger.info(f"Creating vector database service with provider: {provider}") - if provider.lower() == "milvus-lite": - return MilvusService(llm_service) - elif provider.lower() == "your_vector_db": - return YourVectorDBService(llm_service) - # Add other vector database providers here - logger.warning(f"Unsupported vector database provider: {provider}") - return None - ``` +In `src/app/services/vector_db/factory.py`, add an import and update the factory method. -3. **Configure the Service** +```python +# factory.py +from app.services.vector_db.your_vector_db_service import YourVectorDBService + +class VectorDBFactory: + @staticmethod + def create_vector_db_service(provider: str, llm_service: LLMService) -> Optional[VectorDBService]: + logger.info(f"Creating vector database service with provider: {provider}") + if provider.lower() == "milvus-lite": + return MilvusService(llm_service) + elif provider.lower() == "your_vector_db": + return YourVectorDBService(llm_service) + # Add other vector database providers here + logger.warning(f"Unsupported vector database provider: {provider}") + return None +``` - In `src/app/core/config.py`, add a configuration option for your Vector DB. +### **3. Configure the Service** - ```python - # config.py - from pydantic import BaseSettings +In `src/app/core/config.py`, add a configuration option for your Vector DB. - class Settings(BaseSettings): - VECTOR_DB_PROVIDER: str = "milvus-lite" # Default to Milvus-Lite +```python +# config.py +from pydantic import BaseSettings - settings = Settings() - ``` +class Settings(BaseSettings): + VECTOR_DB_PROVIDER: str = "milvus-lite" # Default to Milvus-Lite - Update your environment variable or `.env` file accordingly: +settings = Settings() +``` - ``` - VECTOR_DB_PROVIDER=your_vector_db - ``` +Update your environment variables or `.env` file: -4. **Use the New Service** +``` +VECTOR_DB_PROVIDER=your_vector_db +``` - The application will now use your Vector DB service based on the configuration. +--- -## Additional Considerations +## Considerations - **Authentication**: Ensure you handle any API keys or authentication required by your Vector DB service. - **Error Handling**: Implement proper error handling in your service. - **Testing**: Write unit tests for your new service. -- **Performance**: Consider optimizing your implementation for large-scale vector operations. -- **Compatibility**: Ensure your implementation is compatible with the existing LLM service and document processing pipeline. +- **Performance**: Optimize for large-scale vector operations. +- **Compatibility**: Ensure compatibility with the existing LLM service and document processing pipeline. -## Example: Implementing a Specific Method +## Example Here's an example of how you might implement the `vector_search` method for a hypothetical Vector DB: @@ -118,7 +117,7 @@ async def vector_search(self, queries: List[str], document_id: str) -> VectorRes for query in queries: # Get embeddings for the query query_embedding = await self.llm_service.get_embeddings(query) - + # Perform the search in your Vector DB search_results = self.vector_db_client.search( collection_name="your_collection", @@ -126,18 +125,16 @@ async def vector_search(self, queries: List[str], document_id: str) -> VectorRes filter=f"document_id == '{document_id}'", limit=10 ) - + # Process and format the results for result in search_results: results.append(Chunk( content=result.text, page=result.metadata.get('page_number', 0) )) - + return VectorResponse( message="Query processed successfully.", chunks=results ) ``` - -Remember to adapt this example to the specific API and functionality of your chosen Vector DB service. \ No newline at end of file diff --git a/backend/docs/getting-started/installation.md b/backend/docs/getting-started/installation.md index efd0f7b..8b1df4d 100644 --- a/backend/docs/getting-started/installation.md +++ b/backend/docs/getting-started/installation.md @@ -1,4 +1,4 @@ -# 🚀 Installation Guide +# Installation Guide This guide will walk you through setting up and running the Knowledge Table backend and frontend. @@ -118,7 +118,3 @@ To ensure that everything is working correctly, you can run the unit tests: ```bash pytest ``` - ---- - -🎉 **Your Knowledge Table backend and frontend setup is now complete!** diff --git a/backend/docs/services/document_service.md b/backend/docs/services/document_service.md index e81b40d..f82024f 100644 --- a/backend/docs/services/document_service.md +++ b/backend/docs/services/document_service.md @@ -1,88 +1,69 @@ # Document Service -The `DocumentService` is responsible for handling document-related operations in the Knowledge Table backend. It manages the process of uploading, processing, and storing documents in the vector database. +The `DocumentService` handles document uploads, processing, and storage in the Knowledge Table backend. -## Class: DocumentService +The service uses: -### Initialization +- **VectorDBService**: For storing document vectors. +- **LLMService**: For language model operations. +- **LoaderFactory** and **RecursiveCharacterTextSplitter**: For document loading and splitting. -```python -def __init__(self, vector_db_service: VectorDBService, llm_service: LLMService): -``` - -- `vector_db_service`: An instance of a `VectorDBService` for storing document vectors. -- `llm_service`: An instance of an `LLMService` for language model operations. - -The service also initializes a `LoaderFactory` and a `RecursiveCharacterTextSplitter` for document processing. +--- -### Methods +## Core Functions -#### upload_document +**upload_document** + Uploads and processes a document. ```python -async def upload_document(self, filename: str, file_content: bytes) -> Optional[str]: +async def upload_document(self, filename: str, file_content: bytes) -> Optional[str] ``` -Uploads and processes a document. +Parameters: -- `filename`: The name of the file being uploaded. -- `file_content`: The binary content of the file. +- `filename`: The name of the file. +- `file_content`: Binary file content. Returns: -- A `str` containing the generated document ID if successful, or `None` if an error occurred. + +- Document ID (`str`) if successful, otherwise `None`. Process: -1. Generates a unique document ID. -2. Saves the file content to a temporary file. -3. Processes the document, splitting it into chunks. -4. If the LLM service is available, prepares and upserts the chunks into the vector database. -5. Cleans up the temporary file. -#### _process_document (private) +1. Generates a document ID. +2. Saves file content temporarily. +3. Splits the document into chunks. +4. Uses LLM service (if available) to process and store chunks. +5. Deletes temporary file. + +**\_process_document** + Loads and splits a document into chunks. ```python -async def _process_document(self, file_path: str) -> List[LangchainDocument]: +async def _process_document(self, file_path: str) -> List[LangchainDocument] ``` -Processes a document by loading and splitting it into chunks. - -- `file_path`: The path to the document file. - -Returns: -- A list of `LangchainDocument` objects representing the document chunks. - -#### _load_document (private) +**\_load_document** + Loads the document using the designated loader. ```python -async def _load_document(self, file_path: str) -> List[LangchainDocument]: +async def _load_document(self, file_path: str) -> List[LangchainDocument] ``` -Loads a document using the appropriate loader. - -- `file_path`: The path to the document file. - -Returns: -- A list of `LangchainDocument` objects representing the loaded document. - -Raises: -- `ValueError` if no loader is available for the configured loader type. +_Raises `ValueError` if no loader is found._ -#### _generate_document_id (static method) +**\_generate_document_id** + Generates a unique document ID. ```python @staticmethod -def _generate_document_id() -> str: +def _generate_document_id() -> str ``` -Generates a unique document ID. - -Returns: -- A string containing a hexadecimal UUID. +--- ## Usage -The `DocumentService` is typically instantiated with a `VectorDBService` and an `LLMService`, and then used to upload and process documents: - ```python vector_db_service = VectorDBFactory.create_vector_db_service(...) llm_service = LLMFactory.get_llm_service(...) @@ -95,21 +76,63 @@ else: print("Failed to upload document") ``` +--- + ## Configuration -The `DocumentService` uses the following configuration settings: +Settings used by `DocumentService`: -- `settings.chunk_size`: The size of document chunks for splitting. -- `settings.chunk_overlap`: The overlap between document chunks. -- `settings.loader`: The type of document loader to use. +- `chunk_size`: Size for document chunks. +- `chunk_overlap`: Overlap between chunks. +- `loader`: Document loader type. -These settings can be adjusted in the application's configuration file. +Configure these in the application’s configuration file. + +--- ## Error Handling -The service includes error handling and logging for various scenarios, including: -- Failures during document upload or processing -- Unavailability of the LLM service -- Issues with document loading +Includes error handling and logging for: + +- Upload and processing failures +- LLM service unavailability +- Document loading issues + +Errors are logged with levels (`INFO`, `WARNING`, `ERROR`) to aid debugging. Exceptions are managed to ensure stability, with detailed messages in `upload_document` for specific failure scenarios. + +--- + +## Dependencies + +- **settings** from `app.core.config`: Manages configuration options like `chunk_size`, `chunk_overlap`, and loader type. +- **LoaderFactory** from `app.services.loaders.factory`: Creates loaders based on configuration. +- **VectorDBService** and **LLMService**: Provide vector embedding and language model functionality. +- **RecursiveCharacterTextSplitter** from `langchain.text_splitter`: Splits documents into manageable chunks. + +--- + +## Models + +### Document + +The `Document` model, built with Pydantic, validates and represents document data within the application. + +```python +from app.models.document import Document + +doc = Document( + id="123", + name="Sample Document", + author="John Doe", + tag="sample", + page_count=10 +) +``` + +Attributes: -Errors are logged for debugging purposes, and the service aims to gracefully handle exceptions to prevent application crashes. \ No newline at end of file +- `id` (str): Unique identifier for the document. +- `name` (str): Document name. +- `author` (str): Document author. +- `tag` (str): Tag associated with the document. +- `page_count` (int): Total number of pages in the document. diff --git a/backend/docs/services/graph_service.md b/backend/docs/services/graph_service.md index 9f825ce..a7331b5 100644 --- a/backend/docs/services/graph_service.md +++ b/backend/docs/services/graph_service.md @@ -1,180 +1,249 @@ # Graph Service -The Graph Service module is responsible for processing table data, generating schemas, and creating triples (subject-predicate-object relationships) from the data. It's a crucial component in transforming structured table data into a graph representation. +The Graph Service processes table data, generates schemas, and creates triples (subject-predicate-object relationships) to represent data as a graph. -## Functions +--- -### parse_table +## Core Functions -````python -async def parse_table(data: Table) -> Dict[str, Any]: -```` +**parse_table** + Prepares table data for schema generation. +```python +async def parse_table(data: Table) -> Dict[str, Any] +``` -Prepares the table data for schema generation. +**generate_triples** + Generates triples and chunks based on the schema and table data. -**Parameters:** -- `data` (Table): The input table data containing rows, columns, and cells. +```python +async def generate_triples(schema: SchemaResponseModel, table_data: Table) -> Dict[str, Any] +``` -**Returns:** -- `Dict[str, Any]`: A dictionary containing parsed table data with document information and answers for each cell. +**generate_triples_for_relationship** + Creates triples for a specific relationship across all rows. -### generate_triples +```python +def generate_triples_for_relationship(relationship: SchemaRelationship, table_data: Table) -> List[Triple] +``` -````python -async def generate_triples(schema: SchemaResponseModel, table_data: Table) -> Dict[str, Any]: -```` +**create_triple_for_row** + Generates a single triple for a relationship and row. +```python +def create_triple_for_row(relationship: SchemaRelationship, row: Row, table_data: Table) -> Optional[Triple] +``` -Generates triples and chunks from the given schema and table data. +**generate_chunks_for_triples** + Generates content chunks for each triple. -**Parameters:** -- `schema` (SchemaResponseModel): The schema containing relationships between entities. -- `table_data` (Table): The table data to process. +```python +def generate_chunks_for_triples(triples: List[Triple], table_data: Table) -> List[Dict[str, Any]] +``` -**Returns:** -- `Dict[str, Any]`: A dictionary containing generated triples and chunks. +--- -### generate_triples_for_relationship +## Helper Functions -````python -def generate_triples_for_relationship(relationship: SchemaRelationship, table_data: Table) -> List[Triple]: -```` +**get_cell_value** + Retrieves the cell value for a specific entity type and row. +```python +def get_cell_value(entity_type: str, row: Row, table_data: Table) -> Optional[str] +``` -Generates triples for a single relationship across all rows in the table. +**get_label** + Provides a label for an entity type, returning 'Document' if applicable. -**Parameters:** -- `relationship` (SchemaRelationship): The relationship schema to use for triple generation. -- `table_data` (Table): The table data containing rows to process. +```python +def get_label(entity_type: str) -> str +``` -**Returns:** -- `List[Triple]`: A list of generated Triple objects for the given relationship. +**generate_chunks_for_triple** + Generates chunks for a single triple, associating content snippets with it. -### create_triple_for_row +```python +def generate_chunks_for_triple(triple: Triple, table_data: Table) -> List[Dict[str, Any]] +``` -````python -def create_triple_for_row(relationship: SchemaRelationship, row: Row, table_data: Table) -> Optional[Triple]: -```` +--- +## Usage -Creates a single triple for a given relationship and row. +The primary function to use is `process_table_and_generate_triples`, which processes table data, generates a schema, and creates triples. -**Parameters:** -- `relationship` (SchemaRelationship): The relationship schema to use for triple creation. -- `row` (Row): The row data to process. -- `table_data` (Table): The complete table data for context. +```python +table_data = Table(...) # Your table data +export_data = await process_table_and_generate_triples(table_data) +``` -**Returns:** -- `Optional[Triple]`: A Triple object if both head and tail values are found, None otherwise. +--- -### get_cell_value +## Configuration -````python -def get_cell_value(entity_type: str, row: Row, table_data: Table) -> Optional[str]: -```` +The Graph Service relies on configurations set for processing data, schema generation, and LLM integration. Adjust these settings in the application’s configuration file. +--- -Gets the cell value for a given entity type and row. +## Error Handling -**Parameters:** -- `entity_type` (str): The entity type to look for in the table columns. -- `row` (Row): The row data to process. -- `table_data` (Table): The complete table data for context. +The Graph Service includes logging and error handling for: -**Returns:** -- `Optional[str]`: The cell value if found, None otherwise. +- Data processing errors +- LLM service unavailability +- Table parsing and triple generation issues -### get_label +Errors are logged for debugging, and exceptions are managed to maintain stability. Logs are categorized by levels (`INFO`, `WARNING`, `ERROR`) to trace processing steps. -````python -def get_label(entity_type: str) -> str: -```` +--- +## Dependencies -Gets the label for an entity type. +- **whyhow**: Provides `Node`, `Relation`, and `Triple` classes. +- **app.core.dependencies**: Includes `get_llm_service` for LLM integration. +- **app.services.llm_service**: Uses `generate_schema` for schema generation. -**Parameters:** -- `entity_type` (str): The entity type to get the label for. +--- -**Returns:** -- `str`: 'Document' if the entity_type is 'Document', otherwise returns the entity_type itself. +## Models -### generate_chunks_for_triples +### Chunk -````python -def generate_chunks_for_triples(triples: List[Triple], table_data: Table) -> List[Dict[str, Any]]: -```` +Represents a chunk of content with associated metadata. +```python +from app.models.graph import Chunk -Generates chunks for a list of triples. +chunk = Chunk( + chunk_id="chunk1", + content="John lives in New York.", + page=1, + triple_id="123" +) +``` -**Parameters:** -- `triples` (List[Triple]): The list of triples to generate chunks for. -- `table_data` (Table): The complete table data for context. +Attributes: -**Returns:** -- `List[Dict[str, Any]]`: A list of chunk dictionaries generated for all triples. +- `chunk_id` (str): Unique identifier for the chunk. +- `content` (str): The content of the chunk. +- `page` (Union[int, str]): The page number or identifier. +- `triple_id` (str): The ID of the associated triple. -### generate_chunks_for_triple +--- -````python -def generate_chunks_for_triple(triple: Triple, table_data: Table) -> List[Dict[str, Any]]: -```` +### Document +Represents a document in the system. -Generates chunks for a single triple. +```python +from app.models.graph import Document -**Parameters:** -- `triple` (Triple): The triple to generate chunks for. -- `table_data` (Table): The complete table data for context. +doc = Document( + id="doc1", + name="New York Travel Guide" +) +``` -**Returns:** -- `List[Dict[str, Any]]`: A list of chunk dictionaries generated for the given triple. +Attributes: -### process_table_and_generate_triples +- `id` (str): Unique identifier for the document. +- `name` (str): The name of the document. -````python -async def process_table_and_generate_triples(table_data: Table) -> ExportData: -```` +--- +### Node -Processes the table data, generates a schema, and creates triples. +Represents a node in the knowledge graph. -**Parameters:** -- `table_data` (Table): The input table data to process. +```python +from app.models.graph import Node -**Returns:** -- `ExportData`: An ExportData object containing the generated triples and chunks. +node = Node( + label="Person", + name="John" +) +``` -## Usage +Attributes: -The main entry point for using this service is the `process_table_and_generate_triples` function. It orchestrates the entire process of generating triples from table data: +- `label` (str): The type of entity (e.g., "Person"). +- `name` (str): The name of the node. -1. Obtains an LLM (Language Model) service. -2. Generates a schema using the LLM service. -3. Creates triples based on the generated schema and table data. +--- -Example usage: +### Relation -````python -table_data = Table(...) # Your table data -export_data = await process_table_and_generate_triples(table_data) -```` +Represents a relationship between two nodes in the knowledge graph. +```python +from app.models.graph import Relation -## Error Handling +relation = Relation( + name="lives_in" +) +``` -The service includes extensive error handling and logging. Errors are logged for debugging purposes, and the service aims to gracefully handle exceptions to prevent application crashes. +Attributes: -## Dependencies +- `name` (str): The name of the relation (e.g., "lives_in"). + +--- + +### Triple + +Represents a triple in the knowledge graph. + +```python +from app.models.graph import Triple + +triple = Triple( + triple_id="123", + head=Node(label="Person", name="John"), + tail=Node(label="City", name="New York"), + relation=Relation(name="lives_in"), + chunk_ids=["chunk1"] +) +``` + +Attributes: + +- `triple_id` (str): Unique identifier for the triple. +- `head` (`Node`): The head node of the triple. +- `tail` (`Node`): The tail node of the triple. +- `relation` (`Relation`): The relation between the head and tail nodes. +- `chunk_ids` (List[str]): List of associated chunk IDs. + +--- + +### ExportData + +Represents the exported data containing triples and content chunks. + +```python +from app.models.graph import ExportData, Triple, Node, Relation, Chunk + +export_data = ExportData( + triples=[ + Triple( + triple_id="123", + head=Node(label="Person", name="John"), + tail=Node(label="City", name="New York"), + relation=Relation(name="lives_in"), + chunk_ids=["chunk1", "chunk2"] + ) + ], + chunks=[ + { + "chunk_id": "chunk1", + "content": "John lives in New York.", + "page": 1, + "triple_id": "123" + } + ] +) +``` -This service depends on: -- `whyhow` library for Node, Relation, and Triple classes -- `app.core.dependencies` for getting the LLM service -- `app.models.graph` for ExportData model -- `app.models.llm` for SchemaRelationship and SchemaResponseModel -- `app.schemas.graph` for Row and Table schemas -- `app.services.llm_service` for generating schemas +Attributes: -Ensure all these dependencies are properly installed and configured in your environment. \ No newline at end of file +- `triples` (List[`Triple`]): List of triples in the exported data. +- `chunks` (List[Dict[str, Any]]): List of chunks in the exported data, where each chunk includes `chunk_id`, `content`, `page`, and `triple_id`. diff --git a/backend/docs/services/llm_service.md b/backend/docs/services/llm_service.md index 4830724..93d3c5a 100644 --- a/backend/docs/services/llm_service.md +++ b/backend/docs/services/llm_service.md @@ -1,164 +1,257 @@ # LLM Service -This module provides functions for generating responses from a language model (LLM) based on various prompts and input data. It handles different types of queries, including keyword extraction, schema generation, and query decomposition. +The LLM Service generates responses from a language model (LLM) based on various prompts and input data. It supports query decomposition, schema generation, and keyword extraction. -## Functions +--- -### generate_response +## Core Functions -````python -async def generate_response( - llm_service: LLMService, - query: str, - chunks: str, - rules: list[Rule], - format: Literal["int", "str", "bool", "int_array", "str_array"], -) -> dict[str, Any]: -```` +**generate_response** + Generates a response from the LLM based on a query and specified format. +```python +async def generate_response(llm_service: LLMService, query: str, chunks: str, rules: list[Rule], format: Literal["int", "str", "bool", "int_array", "str_array"]) -> dict[str, Any] +``` -Generates a response from the language model based on the given query and format. +**get_keywords** + Extracts keywords from a query using the LLM. -**Parameters:** -- `llm_service` (LLMService): The language model service to use. -- `query` (str): The user's query to be answered. -- `chunks` (str): The context or relevant text chunks for answering the query. -- `rules` (list[Rule]): A list of rules to apply when generating the response. -- `format` (Literal["int", "str", "bool", "int_array", "str_array"]): The desired format of the response. +```python +async def get_keywords(llm_service: LLMService, query: str) -> dict[str, list[str] | None] +``` -**Returns:** -- `dict[str, Any]`: A dictionary containing the generated answer or an error message. +**get_similar_keywords** + Retrieves keywords similar to the provided list from text chunks. -### get_keywords +```python +async def get_similar_keywords(llm_service: LLMService, chunks: str, rule: list[str]) -> dict[str, Any] +``` -````python -async def get_keywords( - llm_service: LLMService, query: str -) -> dict[str, list[str] | None]: -```` +**decompose_query** + Breaks down a complex query into simpler sub-queries. +```python +async def decompose_query(llm_service: LLMService, query: str) -> dict[str, Any] +``` -Extracts keywords from a query using the language model. +**generate_schema** + Generates a schema for a table based on column information and prompts. -**Parameters:** -- `llm_service` (LLMService): The language model service to use. -- `query` (str): The query from which to extract keywords. +```python +async def generate_schema(llm_service: LLMService, data: Table) -> dict[str, Any] +``` -**Returns:** -- `dict[str, list[str] | None]`: A dictionary containing the extracted keywords or None if an error occurs. +--- -### get_similar_keywords +## Helper Functions -````python -async def get_similar_keywords( - llm_service: LLMService, chunks: str, rule: list[str] -) -> dict[str, Any]: -```` +**\_get_str_rule_line** + Formats instructions for string-based rules, incorporating specific response rules into the prompt. +```python +def _get_str_rule_line(str_rule: Rule | None, query: str) -> str +``` -Retrieves keywords similar to the provided keywords from the given text chunks. +**\_get_int_rule_line** + Generates instructions for integer-based rules, specifying the item limit in responses. -**Parameters:** -- `llm_service` (LLMService): The language model service to use. -- `chunks` (str): The text chunks to search for similar keywords. -- `rule` (list[str]): The list of keywords to use as a reference. +```python +def _get_int_rule_line(int_rule: Rule | None) -> str +``` -**Returns:** -- `dict[str, Any]`: A dictionary containing the similar keywords found or None if an error occurs. +--- -### decompose_query +## Usage -````python -async def decompose_query( - llm_service: LLMService, query: str -) -> dict[str, Any]: -```` +These functions are used with an LLM service to handle queries, extract keywords, and generate schemas. +```python +llm_service = get_llm_service() # Assume this function exists to get an LLM service +query = "What is the capital of France?" +chunks = "Paris is the capital and most populous city of France." +rules = [Rule(type="must_return", options=["Paris", "London", "Berlin"])] -Decomposes a complex query into multiple simpler sub-queries. +response = await generate_response(llm_service, query, chunks, rules, format="str") +print(response) # {'answer': 'Paris'} -**Parameters:** -- `llm_service` (LLMService): The language model service to use. -- `query` (str): The complex query to be decomposed. +keywords = await get_keywords(llm_service, query) +print(keywords) # {'keywords': ['capital', 'France']} +``` -**Returns:** -- `dict[str, Any]`: A dictionary containing the list of sub-queries or None if an error occurs. +--- -### generate_schema +## Configuration -````python -async def generate_schema( - llm_service: LLMService, data: Table -) -> dict[str, Any]: -```` +Settings for LLM-related operations, such as response formatting and rule handling, can be configured in the application's settings file. +--- -Generates a schema for the table based on column information and questions. +## Error Handling -**Parameters:** -- `llm_service` (LLMService): The language model service to use. -- `data` (Table): The table data containing information about columns, rows, and documents. +The LLM Service includes error handling and logging for: -**Returns:** -- `dict[str, Any]`: A dictionary containing the generated schema or None if an error occurs. +- Query processing errors +- Schema generation issues +- Keyword extraction failures -## Helper Functions +Functions return either a dictionary with an error message or `None` in case of failure. Logging is enabled for key operations to aid in debugging. -### _get_str_rule_line +--- -````python -def _get_str_rule_line(str_rule: Rule | None, query: str) -> str: -```` +## Dependencies +- **app.models.llm**: For response models like `BoolResponseModel`, `IntArrayResponseModel`, etc. +- **app.models.query**: For the `Rule` model. +- **app.schemas.graph**: For `Table` schema. +- **app.services.llm.base**: For `LLMService`. +- **app.services.llm.prompts**: For prompt templates like `BASE_PROMPT`, `SCHEMA_PROMPT`, etc. -Generates a string rule line based on the given string rule and query. +--- -### _get_int_rule_line +## Models -````python -def _get_int_rule_line(int_rule: Rule | None) -> str: -```` +### BoolResponseModel +Validates boolean responses. -Generates an integer rule line based on the given integer rule. +```python +from app.models.llm import BoolResponseModel -## Usage +bool_response = BoolResponseModel(answer=True) +``` -These functions are typically used in conjunction with an LLM service to process queries, generate responses, and manipulate data. They are designed to be flexible and handle various types of inputs and outputs. +Attributes: -Example usage: +- `answer` (Optional[bool]): The boolean answer to the query. -````python -llm_service = get_llm_service() # Assume this function exists to get an LLM service -query = "What is the capital of France?" -chunks = "Paris is the capital and most populous city of France." -rules = [Rule(type="must_return", options=["city name"])] +--- -response = await generate_response(llm_service, query, chunks, rules, format="str") -print(response) # {'answer': 'Paris'} +### IntResponseModel -keywords = await get_keywords(llm_service, query) -print(keywords) # {'keywords': ['capital', 'France']} -```` +Validates integer responses. +```python +from app.models.llm import IntResponseModel -## Error Handling +int_response = IntResponseModel(answer=42) +``` -All functions include error handling to catch and log exceptions. In case of an error, they typically return a dictionary with a None value or an error message. +Attributes: -## Dependencies +- `answer` (Optional[int]): The integer answer to the query. + +--- + +### IntArrayResponseModel + +Validates integer array responses. + +```python +from app.models.llm import IntArrayResponseModel + +int_array_response = IntArrayResponseModel(answer=[1, 2, 3]) +``` + +Attributes: + +- `answer` (Optional[List[int]]): The list of integer answers to the query. + +--- + +### StrArrayResponseModel + +Validates string array responses. + +```python +from app.models.llm import StrArrayResponseModel + +str_array_response = StrArrayResponseModel(answer=["apple", "banana", "cherry"]) +``` + +Attributes: + +- `answer` (Optional[List[str]]): The list of string answers to the query. + +--- + +### StrResponseModel + +Validates string responses. + +```python +from app.models.llm import StrResponseModel + +str_response = StrResponseModel(answer="Hello, World!") +``` + +Attributes: + +- `answer` (Optional[str]): The string answer to the query. + +--- + +### KeywordsResponseModel + +Validates keyword responses. + +```python +from app.models.llm import KeywordsResponseModel + +keywords_response = KeywordsResponseModel(keywords=["AI", "machine learning", "data science"]) +``` + +Attributes: + +- `keywords` (Optional[List[str]]): The extracted keywords from the query. + +--- + +### SubQueriesResponseModel + +Validates sub-query responses. + +```python +from app.models.llm import SubQueriesResponseModel + +sub_queries_response = SubQueriesResponseModel(sub_queries=["What is AI?", "How does ML work?"]) +``` + +Attributes: + +- `sub_queries` (Optional[List[str]]): The decomposed sub-queries. + +--- + +### SchemaRelationship + +Represents a schema relationship. + +```python +from app.models.llm import SchemaRelationship + +schema_relationship = SchemaRelationship(head="Person", relation="works_at", tail="Company") +``` + +Attributes: + +- `head` (str): The head entity of the relationship. +- `relation` (str): The relation between the head and tail entities. +- `tail` (str): The tail entity of the relationship. + +--- + +### SchemaResponseModel + +Validates schema responses. -This module depends on: -- Various response models from `app.models.llm` -- `Rule` model from `app.models.query` -- `Table` schema from `app.schemas.graph` -- `LLMService` from `app.services.llm.base` -- Various prompt templates from `app.services.llm.prompts` +```python +from app.models.llm import SchemaResponseModel, SchemaRelationship -Ensure all these dependencies are properly installed and imported in your environment. -````` +schema_response = SchemaResponseModel(relationships=[ + SchemaRelationship(head="Person", relation="lives_in", tail="City") +]) +``` -This documentation provides an overview of the `llm_service.py` file, detailing its functions, their parameters, return values, and usage. It also includes information about helper functions, error handling, and dependencies. This should help developers understand how to use and extend the LLM service functionality in the Knowledge Table backend. -```` +Attributes: -```` +- `relationships` (Optional[List[`SchemaRelationship`]]): The relationships in the schema. diff --git a/backend/docs/services/query_service.md b/backend/docs/services/query_service.md index dc0945f..b7de0fb 100644 --- a/backend/docs/services/query_service.md +++ b/backend/docs/services/query_service.md @@ -1,24 +1,28 @@ # Query Service -This module provides services for processing different types of queries using vector database search and language model generation. It supports decomposition, hybrid, and simple vector queries. +The `QueryService` processes various types of queries, leveraging vector database searches and language model responses. It supports `decomposition`, `hybrid`, and `simple_vector` query types. -## Functions +--- -### get_vector_db_service +## Core Functions + +**get_vector_db_service** + Retrieves the vector database service instance. ```python -async def get_vector_db_service() -> Any: +async def get_vector_db_service() -> Any ``` -Gets the vector database service instance. +**Returns**: -**Returns:** - `Any`: An instance of the vector database service. -**Raises:** -- `ValueError`: If the vector database service creation fails. +**Raises**: + +- `ValueError`: If vector database service creation fails. -### process_query +**process_query** + Processes a query based on the specified type. ```python async def process_query( @@ -28,120 +32,153 @@ async def process_query( rules: List[Rule], format: Literal["int", "str", "bool", "int_array", "str_array"], llm_service: LLMService, -) -> Dict[str, Any]: +) -> Dict[str, Any] ``` -Processes the query based on the specified type. +**Parameters**: -**Parameters:** -- `query_type`: The type of query to perform. -- `query`: The query string. -- `document_id`: The ID of the document to search. -- `rules`: A list of rules to apply to the query. -- `format`: The desired format of the answer. -- `llm_service`: The language model service to use for generating responses. +- `query_type`: Type of query (`decomposition`, `hybrid`, or `simple_vector`). +- `query`: Query text to process. +- `document_id`: ID of the document to search. +- `rules`: Rules to apply during query processing. +- `format`: Desired answer format. +- `llm_service`: Language model service for generating responses. -**Returns:** -- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. +**Returns**: -### decomposition_query +- `Dict[str, Any]`: Contains `answer` and relevant `chunks`. + +**decomposition_query** + Wrapper for processing a `decomposition` type query. ```python -async def decomposition_query( - query: str, - document_id: str, - rules: List[Rule], - format: Literal["int", "str", "bool", "int_array", "str_array"], - llm_service: LLMService, -) -> Dict[str, Any]: +async def decomposition_query(...) -> Dict[str, Any] ``` -Performs a decomposition query. This is a wrapper function that calls `process_query` with the "decomposition" query type. +**hybrid_query** + Wrapper for processing a `hybrid` type query. -**Parameters:** -- `query`: The query string. -- `document_id`: The ID of the document to search. -- `rules`: A list of rules to apply to the query. -- `format`: The desired format of the answer. -- `llm_service`: The language model service to use for generating responses. - -**Returns:** -- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. +```python +async def hybrid_query(...) -> Dict[str, Any] +``` -### hybrid_query +**simple_vector_query** + Wrapper for processing a `simple_vector` type query. ```python -async def hybrid_query( - query: str, - document_id: str, - rules: List[Rule], - format: Literal["int", "str", "bool", "int_array", "str_array"], - llm_service: LLMService, -) -> Dict[str, Any]: +async def simple_vector_query(...) -> Dict[str, Any] ``` -Performs a hybrid query. This is a wrapper function that calls `process_query` with the "hybrid" query type. +--- -**Parameters:** -- `query`: The query string. -- `document_id`: The ID of the document to search. -- `rules`: A list of rules to apply to the query. -- `format`: The desired format of the answer. -- `llm_service`: The language model service to use for generating responses. +## Usage -**Returns:** -- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. +Each query type is implemented as a separate function but calls the main `process_query` function. -### simple_vector_query +Example: ```python -async def simple_vector_query( - query: str, - document_id: str, - rules: List[Rule], - format: Literal["int", "str", "bool", "int_array", "str_array"], - llm_service: LLMService, -) -> Dict[str, Any]: +llm_service = get_llm_service() # Assume this function exists +query = "What is the capital of France?" +document_id = "doc123" +rules = [Rule(type="must_return", options=["city name"])] + +result = await decomposition_query(query, document_id, rules, format="str", llm_service=llm_service) +print(result) # {'answer': 'Paris', 'chunks': [...]} ``` -Performs a simple vector query. This is a wrapper function that calls `process_query` with the "simple_vector" query type. +--- -**Parameters:** -- `query`: The query string. -- `document_id`: The ID of the document to search. -- `rules`: A list of rules to apply to the query. -- `format`: The desired format of the answer. -- `llm_service`: The language model service to use for generating responses. +## Configuration -**Returns:** -- `Dict[str, Any]`: A dictionary containing the answer and relevant chunks. +Settings affecting the `QueryService` include: -## Usage +- **vector_db_provider**: Specifies the provider used by `VectorDBFactory` to create the vector database service. -The query service provides three main types of queries: decomposition, hybrid, and simple vector. Each query type is implemented as a separate function, but they all use the common `process_query` function internally. +These configurations are accessed through `get_settings()` and can be customized in the application’s configuration file. + +--- + +## Error Handling -Example usage: +The service includes error handling for: + +- Vector database service creation: Raises `ValueError` if creation fails. +- Relies on underlying services (`VectorDBService`, `LLMService`) for additional error handling during query processing and response generation. + +Errors are logged for debugging, and exceptions are managed to ensure service stability. + +--- + +## Dependencies + +- **app.core.dependencies**: Provides access to `get_llm_service` and `get_settings`. +- **app.models.query**: Defines `Rule`, used to apply constraints during query processing. +- **app.services.llm_service**: Provides `LLMService` and `generate_response` for response generation. +- **app.services.vector_db.factory**: Creates the vector database service with `VectorDBFactory`. + +--- + +## Models + +### Rule + +Represents a rule for query processing. ```python -llm_service = get_llm_service() # Assume this function exists to get an LLM service -query = "What is the capital of France?" -document_id = "doc123" -rules = [Rule(type="must_return", options=["city name"])] +from app.models.query import Rule -result = await decomposition_query(query, document_id, rules, format="str", llm_service) -print(result) # {'answer': 'Paris', 'chunks': [...]} +rule = Rule(type="must_return", options=["option1", "option2"]) ``` -## Dependencies +Attributes: -This module depends on: -- `app.core.dependencies` for getting LLM service and settings -- `app.models.query` for the Rule model -- `app.services.llm_service` for LLMService and generate_response function -- `app.services.vector_db.factory` for VectorDBFactory +- `type` (Literal["must_return", "may_return", "max_length"]): The type of rule. +- `options` (Optional[List[str]]): Possible options for the rule. +- `length` (Optional[int]): The length constraint for the rule. -Ensure all these dependencies are properly installed and imported in your environment. +--- -## Error Handling +### Chunk + +Represents a chunk of content in a query response. + +```python +from app.models.query import Chunk + +chunk = Chunk(content="Sample content", page=1) +``` + +Attributes: + +- `content` (str): The content of the chunk. +- `page` (int): The page number where the chunk is found. + +--- + +### Answer + +Represents an answer to a query. + +```python +from app.models.query import Answer, Chunk + +chunk = Chunk(content="Sample content", page=1) +answer = Answer( + id="123", + document_id="doc1", + prompt_id="prompt1", + answer="Sample answer", + chunks=[chunk], + type="text" +) +``` + +Attributes: -The service includes error handling, particularly in the `get_vector_db_service` function, which raises a `ValueError` if the vector database service creation fails. Other functions may propagate exceptions from the underlying services they use. \ No newline at end of file +- `id` (str): Unique identifier for the answer. +- `document_id` (str): The ID of the document containing the answer. +- `prompt_id` (str): The ID of the prompt used to generate the answer. +- `answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The actual answer content. +- `chunks` (List[`Chunk`]): List of chunks supporting the answer. +- `type` (str): The type of the answer. diff --git a/backend/mkdocs.yml b/backend/mkdocs.yml index f50e127..71342c2 100644 --- a/backend/mkdocs.yml +++ b/backend/mkdocs.yml @@ -28,6 +28,7 @@ nav: - Getting Started: - Welcome to Knowledge Table: index.md - Installation: getting-started/installation.md + - Docker: deployment/docker.md - Tutorial: tutorials/extracting-data.md - API Reference: - Overview: api/overview.md @@ -37,44 +38,18 @@ nav: - Query: api/v1/endpoints/query.md - Developer Guide: - Architecture Overview: architecture.md - - Development Setup: development/setup.md - - Testing: development/testing.md + - Services: + - Document Service: services/document_service.md + - Graph Service: services/graph_service.md + - LLM Service: services/llm_service.md + - Query Service: services/query_service.md - Extending the Backend: - Overview: extending/overview.md - - LLM Services: extending/llm_services.md - - Vector DB Services: extending/vector_databases.md - - Document Loaders: extending/document_loaders.md - - Services: - - Document Service: services/document_service.md - - Graph Service: services/graph_service.md - - LLM Service: services/llm_service.md - - Query Service: services/query_service.md - - LLM: - - Base: services/llm/base.md - - Factory: services/llm/factory.md - - OpenAI Service: services/llm/openai_service.md - - Prompts: services/llm/prompts.md - - Loaders: - - Base: services/loaders/base.md - - Factory: services/loaders/factory.md - - PyPDF Service: services/loaders/pypdf_service.md - - Unstructured Service: services/loaders/unstructured_service.md - - Vector DB: - - Base: services/vector_db/base.md - - Factory: services/vector_db/factory.md - - Milvus Service: services/vector_db/milvus_service.md - - Models: - - Document: models/document.md - - Graph: models/graph.md - - LLM: models/llm.md - - Query: models/query.md - - Schemas: - - Document: schemas/document.md - - Graph: schemas/graph.md - - Query: schemas/query.md - - Deployment: - - Docker: deployment/docker.md - - Native: deployment/native.md + - Add LLM Services: extending/llm_services.md + - Add Vector DB Services: extending/vector_databases.md + - Add Document Loaders: extending/document_loaders.md + - Testing: + - Run Tests: development/testing.md - Contributing: CONTRIBUTING.md plugins: From 443b30ca9871e307f78445bd54391dc92825b984 Mon Sep 17 00:00:00 2001 From: Chris Rec Date: Wed, 6 Nov 2024 11:25:31 -0800 Subject: [PATCH 12/15] updated tutorial, images, landing page 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z*`m-;Vmd>h{_i7{6Idhh+$qQnC6Y|ID%1OT1pW~m`@0dRU!L+0?{}jzm=f~a@Ub+GrYk_?Dah~Oy!p!? zWc453s+n3$yoCpDx#L2atlWNt`BWaJ~f zK)v`(k{!K}P4ORu^4~U#gZ9fgP6CIF2E?72Q~`UPtw>1$Ri5uz8WHK0Zy_(&0=3w* z-61kFW~s&M)3W&>zP%sJ>j)isK^wAoMrntCmJEg}Oxj+$VMcWRp{9%dAThYBRB*bS Q0{pwFqIEs%U#5@#7jV4xnE(I) literal 0 HcmV?d00001 diff --git a/backend/docs/deployment/native.md b/backend/docs/deployment/native.md deleted file mode 100644 index 858faff..0000000 --- a/backend/docs/deployment/native.md +++ /dev/null @@ -1,82 +0,0 @@ -# Native Deployment - -This guide explains how to deploy Knowledge Table natively on your system. - -## Prerequisites - -Before you begin, ensure you have the following installed: - -- Python 3.10+ -- Bun (for frontend) - -## Deployment Steps - -### Backend Deployment - -1. **Clone the Repository** - - ```sh - git clone https://github.com/yourusername/knowledge-table.git - cd knowledge-table/backend - ``` - -2. **Set Up a Virtual Environment** - - ```sh - python3 -m venv venv - source venv/bin/activate # On Windows use `venv\Scripts\activate` - ``` - -3. **Install Dependencies** - - ```sh - pip install . - ``` - -4. **Environment Setup** - - Copy the sample environment file and edit it with your settings: - - ```sh - cp .env.sample .env - ``` - - Open `.env` in a text editor and add your OpenAI API key: - - ``` - OPENAI_API_KEY=your_api_key_here - ``` - -5. **Start the Backend Server** - - ```sh - cd src - python -m uvicorn app.main:app --host 0.0.0.0 --port 8000 - ``` - - The backend will be available at `http://localhost:8000`. - -### Frontend Deployment - -1. **Navigate to the Frontend Directory** - - ```sh - cd ../../frontend - ``` - -2. **Install Bun** (if not already installed) - - ```sh - curl https://bun.sh/install | bash - ``` - -3. **Install Dependencies** - - ```sh - bun install - ``` - -4. **Build the Frontend** - - ```sh - bun run build \ No newline at end of file diff --git a/backend/docs/development/setup.md b/backend/docs/development/setup.md deleted file mode 100644 index 4fc9d91..0000000 --- a/backend/docs/development/setup.md +++ /dev/null @@ -1,123 +0,0 @@ -# Development Setup - -This guide will help you set up your development environment for Knowledge Table. - -## Prerequisites - -Before you begin, ensure you have the following installed: - -- Python 3.10+ -- Git -- Bun (for frontend development) - -## Backend Setup - -1. **Clone the Repository** - - ```sh - git clone https://github.com/yourusername/knowledge-table.git - cd knowledge-table/backend - ``` - -2. **Create and Activate a Virtual Environment** - - ```sh - python3 -m venv venv - source venv/bin/activate # On Windows use `venv\Scripts\activate` - ``` - -3. **Install Development Dependencies** - - ```sh - pip install .[dev] - ``` - - This command installs the project along with all development dependencies. - -4. **Set Up Environment Variables** - - Copy the sample environment file and edit it with your settings: - - ```sh - cp .env.sample .env - ``` - - Open `.env` in a text editor and add your OpenAI API key: - - ``` - OPENAI_API_KEY=your_api_key_here - ``` - -5. **Install Pre-commit Hooks** (Optional but recommended) - - ```sh - pre-commit install - ``` - - This sets up git hooks to automatically run linters and formatters before each commit. - -## Frontend Setup - -1. **Navigate to the Frontend Directory** - - ```sh - cd ../frontend - ``` - -2. **Install Bun** (if not already installed) - - ```sh - curl https://bun.sh/install | bash - ``` - -3. **Install Frontend Dependencies** - - ```sh - bun install - ``` - -## Running the Application - -### Backend - -From the `backend/src` directory: - -```sh -python -m uvicorn app.main:app --reload -``` - -The backend will be available at `http://localhost:8000`. - -### Frontend - -From the `frontend` directory: - -```sh -bun start -``` - -The frontend will be available at `http://localhost:5173`. - -## Code Style and Linting - -We use the following tools to maintain code quality: - -- Black for code formatting -- Flake8 for linting -- isort for import sorting - -To run these tools: - -```sh -black . -flake8 -isort . -``` - -## Next Steps - -- Familiarize yourself with the project structure. -- Read through the API documentation. -- Check out the [Contributing](../CONTRIBUTING.md) for information on how to contribute to the project. - -If you encounter any issues during setup, please refer to our troubleshooting guide or open an issue on the GitHub repository. \ No newline at end of file diff --git a/backend/docs/development/testing.md b/backend/docs/development/testing.md index 9516a5c..726b5d5 100644 --- a/backend/docs/development/testing.md +++ b/backend/docs/development/testing.md @@ -2,10 +2,6 @@ This guide covers how to run tests for the Knowledge Table project. -## Prerequisites - -Ensure you have set up your development environment as described in the [Setup Guide](setup.md). - ## Running Tests We use pytest for our test suite. To run the tests, follow these steps: diff --git a/backend/docs/getting-started/configuration.md b/backend/docs/getting-started/configuration.md deleted file mode 100644 index 08da7e4..0000000 --- a/backend/docs/getting-started/configuration.md +++ /dev/null @@ -1,34 +0,0 @@ -# Configuration - -The Knowledge Table backend uses environment variables for configuration. - -## Setting Up Environment Variables - -1. **Create a `.env` file** - - Copy the sample file: - - ```bash - cp .env.sample .env - ``` - -2. **Set your OpenAI API key** - - Edit the `.env` file and add your OpenAI API key: - - ```dotenv - OPENAI_API_KEY=sk-yourkeyhere - ``` - -3. **Configure other settings** - - - `UNSTRUCTURED_API_KEY` (optional): If using the Unstructured API. - -## Environment Variables Reference - -| Variable | Description | -|-------------------------|------------------------------------------------| -| `OPENAI_API_KEY` | Your OpenAI API key. | -| `UNSTRUCTURED_API_KEY` | API key for Unstructured.io (optional). | - -[Back to Installation](installation.md) \ No newline at end of file diff --git a/backend/docs/getting-started/quickstart.md b/backend/docs/getting-started/quickstart.md deleted file mode 100644 index bce8d2b..0000000 --- a/backend/docs/getting-started/quickstart.md +++ /dev/null @@ -1,68 +0,0 @@ -# Quickstart Guide - -Welcome to the Knowledge Table Backend! This guide will walk you through the fastest way to get started with the backend, from installation to running your first API call. - -## Prerequisites - -Before you begin, make sure you have the following installed on your machine: - -- **Python 3.10** or higher -- **Git** -- **Docker** (optional, if you want to use Docker for deployment) - -## Step 1: Clone the Repository - -Start by cloning the Knowledge Table repository from GitHub: - -```bash -git clone https://github.com/whyhow-ai/knowledge-table.git -cd knowledge-table/backend -``` - -## Step 2: Set Up a Virtual Environment - -We recommend setting up a Python virtual environment for managing dependencies: - -```bash -python -m venv venv -source venv/bin/activate # On Windows, use `venv\Scripts\activate` -``` - -## Step 3: Install Dependencies - -Next, install the required Python dependencies: - -```bash -pip install -e .[dev,docs] -``` - -This command installs both the development and documentation dependencies. - -## Step 4: Run the Application Locally - -To run the FastAPI application locally, use the following command: - -```bash -uvicorn src.main:app --reload -``` - -The API should now be running at http://127.0.0.1:8000. - -## Step 5: Explore the API - -Once the application is running, you can access the interactive API documentation: - -- Swagger UI: http://127.0.0.1:8000/docs -- ReDoc: http://127.0.0.1:8000/redoc - -Use these interfaces to try out API requests directly in your browser. - -## Step 6: Running Unit Tests (Optional) - -To ensure that everything is working correctly, you can run the unit tests: - -```bash -pytest -``` - -You are now ready to explore the Knowledge Table backend. 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z%Y!_RMjiDsXR`I0ZYvKJig}1pFj9N-}ER$IyW_bzi2wU z>}`n2%-j&=c4w8O?RnPaO<+<#^-5m_@ OqpYAVpD+9D<^KaHJh@i@ diff --git a/backend/docs/index.md b/backend/docs/index.md index 18840ee..b529199 100644 --- a/backend/docs/index.md +++ b/backend/docs/index.md @@ -1,40 +1,65 @@ -# Knowledge Table Documentation +# Knowledge Table Knowledge Table is an open-source package designed to simplify extracting and exploring structured data from unstructured documents. This site provides all the information you need to understand, use, and extend Knowledge Table. -![screenshot](image-1.png) +**Follow the [Installation Guide](getting-started/installation.md) to get started.** + +![cover](cover-image.png) ## Features -- Extract structured data using natural language queries -- Build custom extraction rules and formatting -- Link chunks to answers for traceability and provenance -- Explore and filter data using extracted data -- Export data as CSV or graph triples -- Chain extraction and answer generation by referencing other cells -- Extend to include new AI services, vector databases, and LLMs -- And much more... +- **Extract with natural language** - Use natural language queries to extract structured data from unstructured documents. +- **Chunk Linking** - Link raw source text chunks to the answers for traceability and provenance. +- **Customizable extraction rules** - Define rules to guide the extraction process and ensure data quality. +- **Custom formatting** - Control the output format of your extracted data. Knowledge table current supports text, list of text, number, list of numbers, and boolean formats. +- **Filtering** - Filter documents based on metadata or extracted data. +- **Exporting as CSV or Triples** - Download extracted data as CSV or graph triples. +- **Chained extraction** - Reference previous columns in your extraction questions using '@' i.e. "What are the treatments for @disease?". +- **Split Cell Into Rows** - Turn outputs within a single cell from List of Numbers or List of Values and split it into individual rows to do more complex Chained Extraction -## Table of Contents +## Concepts -- [Getting Started](getting-started/quickstart.md) +### Tables -To get started with the Knowledge Table backend: +Like a spreadsheet, a **table** is a collection of rows and columns that store structured data. Each row represents a **document**, and each column represents an **entity** that is extracted and formatted with a **question**. -1. [Installation Guide](getting-started/installation.md) -2. [Configuration](getting-started/configuration.md) +### Documents -## Extending the Backend +Each **document** is an unstructured data source (e.g., a contract, article, or report) uploaded to the Knowledge Table. When you upload a document, it is split into chunks, the chunks are embedded and tagged with metadata, and stored in a vector database. + +### Question + +A **Question** is the core mechanism for guiding extraction. It defines what data you want to extract from a document. + +### Rule + +A **Rule** guides the extraction from the LLM. You can add rules on a column level or on a global level. Currently, the following rule types are supported: -Learn how to extend the backend: +- **May Return** rules give the LLM examples of answers that can be used to guide the extraction. This is a great way to give more guidance for the LLM on the type of things it should keep an eye out for. +- **Must Return** rules give the LLM an exhaustive list of answers that are allowed to be returned. This is a great way to give guardrails for the LLM to ensure only certain terms are returned. +- **Allowed # of Responses** rules are useful for provide guardrails in the event there are may be a range of potential ‘grey-area’ answers and we want to only restrict and guarantee only a certain number of the top responses are provided. +- **Resolve Entity** rules allow you to resolve values to a specific entity. This is useful for ensuring output conforms to a specific entity type. For example, you can write rules that ensure "blackrock", "Blackrock, Inc.", and "Blackrock Corporation" all resolve to the same entity - "Blackrock". + +## APIs + +- [Document API](api/v1/endpoints/document.md) +- [Graph API](api/v1/endpoints/graph.md) +- [Query API](api/v1/endpoints/query.md) + +## Services + +- [Document Service](services/document_service.md) +- [Graph Service](services/graph_service.md) +- [Query Service](services/query_service.md) +- [LLM Service](services/llm_service.md) + +## Extending the Backend -- [Document Loaders](extending/document_loaders.md) -- [Integrating New LLMs](extending/llm_services.md) -- [Custom Vector Databases](extending/vector_databases.md) +[Click here](extending/overview.md) to learn more about extending the backend. -## API Reference +## Testing -For detailed API documentation, refer to the [API Reference](api/overview.md) section. +[Click here](development/testing.md) to learn more about testing. ## Contributing diff --git a/backend/docs/models/document.md b/backend/docs/models/document.md deleted file mode 100644 index bcaa0a4..0000000 --- a/backend/docs/models/document.md +++ /dev/null @@ -1,31 +0,0 @@ -# Document Model - -This file defines the `Document` model using Pydantic. - -## Class: Document - -Inherits from: `pydantic.BaseModel` - -### Attributes: - -- `id` (str): The unique identifier for the document. -- `name` (str): The name of the document. -- `author` (str): The author of the document. -- `tag` (str): A tag associated with the document. -- `page_count` (int): The number of pages in the document. - -### Usage: - -```python -from app.models.document import Document - -doc = Document( - id="123", - name="Sample Document", - author="John Doe", - tag="sample", - page_count=10 -) -``` - -This model is used to represent and validate document data in the application. \ No newline at end of file diff --git a/backend/docs/models/graph.md b/backend/docs/models/graph.md deleted file mode 100644 index cfaf67f..0000000 --- a/backend/docs/models/graph.md +++ /dev/null @@ -1,84 +0,0 @@ -# Graph Models - -This file defines various models related to the knowledge graph using Pydantic. - -## Class: Chunk - -Represents a chunk of content with associated metadata. - -### Attributes: -- `chunk_id` (str): Unique identifier for the chunk. -- `content` (str): The content of the chunk. -- `page` (Union[int, str]): The page number or identifier. -- `triple_id` (str): The ID of the associated triple. - -## Class: Document - -Represents a document in the system. - -### Attributes: -- `id` (str): Unique identifier for the document. -- `name` (str): The name of the document. - -## Class: Node - -Represents a node in the knowledge graph. - -### Attributes: -- `label` (str): The label of the node. -- `name` (str): The name of the node. - -## Class: Relation - -Represents a relationship between two nodes in the knowledge graph. - -### Attributes: -- `name` (str): The name of the relation. - -## Class: Triple - -Represents a triple in the knowledge graph. - -### Attributes: -- `triple_id` (str): Unique identifier for the triple. -- `head` (Node): The head node of the triple. -- `tail` (Node): The tail node of the triple. -- `relation` (Relation): The relation between the head and tail nodes. -- `chunk_ids` (List[str]): List of associated chunk IDs. - -## Class: ExportData - -Represents the exported data containing triples and content chunks. - -### Attributes: -- `triples` (List[Triple]): List of triples in the exported data. -- `chunks` (List[Dict[str, Any]]): List of chunks in the exported data. - -### Usage: - -```python -from app.models.graph import ExportData, Triple, Node, Relation, Chunk - -export_data = ExportData( - triples=[ - Triple( - triple_id="123", - head=Node(label="Person", name="John"), - tail=Node(label="City", name="New York"), - relation=Relation(name="lives_in"), - chunk_ids=["chunk1", "chunk2"] - ) - ], - chunks=[ - { - "chunk_id": "chunk1", - "content": "John lives in New York.", - "page": 1, - "triple_id": "123" - } - ] -) -```` - - -These models are used to represent and validate graph-related data in the application. \ No newline at end of file diff --git a/backend/docs/models/llm.md b/backend/docs/models/llm.md deleted file mode 100644 index 5caa027..0000000 --- a/backend/docs/models/llm.md +++ /dev/null @@ -1,125 +0,0 @@ -# LLM Response Models - -This file defines Pydantic models for validating responses from the LLM API. - -## Base Classes - -### BaseResponseModel - -Base class for response models with common validation logic. - -#### Methods: -- `validate_none(cls, v: Any) -> Optional[Any]`: Validates if the value is None or equivalent to None. - -### ArrayResponseModel - -Base class for array response models. - -#### Methods: -- `validate_array(cls, v: Any, max_length: Optional[int] = None) -> Optional[List[Any]]`: Validates if the value is a list or None, and applies max length constraint if specified. - -## Response Models - -### BoolResponseModel - -Validates boolean responses. - -#### Attributes: -- `answer` (Optional[bool]): The boolean answer to the query. - -#### Methods: -- `validate_bool(cls, v: Union[str, bool, None]) -> Optional[bool]`: Validates if the value is a boolean or None. - -### IntResponseModel - -Validates integer responses. - -#### Attributes: -- `answer` (Optional[int]): The integer answer to the query. - -#### Methods: -- `validate_int(cls, v: Union[str, int, None]) -> Optional[int]`: Validates if the value is an integer or None. - -### IntArrayResponseModel - -Validates integer array responses. - -#### Attributes: -- `answer` (Optional[List[int]]): The list of integer answers to the query. - -#### Methods: -- `validate_int_array(cls, v: Any, info: ValidationInfo) -> Optional[List[int]]`: Validates if the value is an integer array or None. - -### StrArrayResponseModel - -Validates string array responses. - -#### Attributes: -- `answer` (Optional[List[str]]): The list of string answers to the query. - -#### Methods: -- `validate_str_array(cls, v: Any, info: ValidationInfo) -> Optional[List[str]]`: Validates if the value is a string array or None. - -### StrResponseModel - -Validates string responses. - -#### Attributes: -- `answer` (Optional[str]): The string answer to the query. - -#### Methods: -- `validate_str(cls, v: Optional[str], info: ValidationInfo) -> Optional[str]`: Validates if the value is a string or None. - -### KeywordsResponseModel - -Validates keyword responses. - -#### Attributes: -- `keywords` (Optional[List[str]]): The extracted keywords from the query. - -#### Methods: -- `validate_keywords(cls, v: Any) -> Optional[List[str]]`: Validates if the value is a string array or None. - -### SubQueriesResponseModel - -Validates sub-query responses. - -#### Attributes: -- `sub_queries` (Optional[List[str]]): The decomposed sub-queries. - -#### Methods: -- `validate_sub_queries(cls, v: Any) -> Optional[List[str]]`: Validates if the value is a string array or None. - -### SchemaRelationship - -Represents a schema relationship. - -#### Attributes: -- `head` (str): The head entity of the relationship. -- `relation` (str): The relation between the head and tail entities. -- `tail` (str): The tail entity of the relationship. - -### SchemaResponseModel - -Validates schema responses. - -#### Attributes: -- `relationships` (Optional[List[SchemaRelationship]]): The relationships in the schema. - -#### Methods: -- `validate_relationships(cls, v: Any) -> Optional[List[SchemaRelationship]]`: Validates if the value is a schema relationship array or None. - -## Usage - -```python -from app.models.llm import BoolResponseModel, IntArrayResponseModel, SchemaResponseModel, SchemaRelationship - -bool_response = BoolResponseModel(answer=True) -int_array_response = IntArrayResponseModel(answer=[1, 2, 3]) -schema_response = SchemaResponseModel(relationships=[ - SchemaRelationship(head="Person", relation="lives_in", tail="City") -]) -```` - - -These models are used to validate and structure responses from the LLM API in the application. \ No newline at end of file diff --git a/backend/docs/models/query.md b/backend/docs/models/query.md deleted file mode 100644 index 7cc948a..0000000 --- a/backend/docs/models/query.md +++ /dev/null @@ -1,54 +0,0 @@ -# Query Models - -This file defines Pydantic models related to queries and their responses. - -## Class: Rule - -Represents a rule for query processing. - -### Attributes: -- `type` (Literal["must_return", "may_return", "max_length"]): The type of rule. -- `options` (Optional[List[str]]): Possible options for the rule. -- `length` (Optional[int]): The length constraint for the rule. - -## Class: Chunk - -Represents a chunk of content in a query response. - -### Attributes: -- `content` (str): The content of the chunk. -- `page` (int): The page number where the chunk is found. - -## Class: Answer - -Represents an answer to a query. - -### Attributes: -- `id` (str): Unique identifier for the answer. -- `document_id` (str): The ID of the document containing the answer. -- `prompt_id` (str): The ID of the prompt used to generate the answer. -- `answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The actual answer content. -- `chunks` (List[Chunk]): List of chunks supporting the answer. -- `type` (str): The type of the answer. - -## Usage - -```python -from app.models.query import Rule, Chunk, Answer - -rule = Rule(type="must_return", options=["option1", "option2"]) - -chunk = Chunk(content="Sample content", page=1) - -answer = Answer( - id="123", - document_id="doc1", - prompt_id="prompt1", - answer="Sample answer", - chunks=[chunk], - type="text" -) -```` - - -These models are used to represent and validate query-related data in the application. diff --git a/backend/docs/schemas/document.md b/backend/docs/schemas/document.md deleted file mode 100644 index ae3c342..0000000 --- a/backend/docs/schemas/document.md +++ /dev/null @@ -1,67 +0,0 @@ -# Document Schemas - -This file defines Pydantic schemas for API requests and responses related to documents. - -## Class: DocumentCreate - -Schema for creating a new document. - -### Attributes: -- `name` (str): The name of the document. -- `author` (str): The author of the document. -- `tag` (str): A tag associated with the document. -- `page_count` (Annotated[int, Field(strict=True, gt=0)]): The number of pages in the document. This field is strictly validated to ensure it's a positive integer. - -## Class: DocumentResponse - -Schema for document response, inheriting from the Document model. - -### Attributes: -Inherits all attributes from the `Document` model: -- `id` (str): The unique identifier for the document. -- `name` (str): The name of the document. -- `author` (str): The author of the document. -- `tag` (str): A tag associated with the document. -- `page_count` (int): The number of pages in the document. - -## Class: DeleteDocumentResponse - -Schema for delete document response. - -### Attributes: -- `id` (str): The ID of the deleted document. -- `status` (str): The status of the delete operation. -- `message` (str): A message describing the result of the delete operation. - -## Usage - -```python -from app.schemas.document import DocumentCreate, DocumentResponse, DeleteDocumentResponse - -# Creating a new document -new_doc = DocumentCreate( - name="Sample Document", - author="John Doe", - tag="sample", - page_count=10 -) - -# Document response -doc_response = DocumentResponse( - id="123", - name="Sample Document", - author="John Doe", - tag="sample", - page_count=10 -) - -# Delete document response -delete_response = DeleteDocumentResponse( - id="123", - status="success", - message="Document successfully deleted" -) -```` - - -These schemas are used to validate and structure data for API requests and responses related to documents in the application. \ No newline at end of file diff --git a/backend/docs/schemas/graph.md b/backend/docs/schemas/graph.md deleted file mode 100644 index 5c355a2..0000000 --- a/backend/docs/schemas/graph.md +++ /dev/null @@ -1,113 +0,0 @@ -# Graph Schemas - -This file defines Pydantic schemas for the graph API, including structures for prompts, table components, and export requests/responses. - -## Class: Prompt - -Represents a prompt used to extract specific information. - -### Attributes: -- `entityType` (str): The type of entity the prompt is associated with. -- `id` (str): Unique identifier for the prompt. -- `query` (str): The query text of the prompt. -- `rules` (List[Any]): List of rules associated with the prompt. -- `type` (str): The type of the prompt. - -## Class: Cell - -Represents a cell in a table. - -### Attributes: -- `answer` (Dict[str, Any]): The answer content of the cell. -- `columnId` (str): The ID of the column this cell belongs to. -- `dirty` (Union[bool, str]): Indicates if the cell has been modified. -- `rowId` (str): The ID of the row this cell belongs to. - -## Class: Column - -Represents a column in a table. - -### Attributes: -- `id` (str): Unique identifier for the column. -- `prompt` (Prompt): The prompt associated with this column. -- `width` (Union[int, str]): The width of the column. -- `hidden` (Union[bool, str]): Indicates if the column is hidden. - -## Class: Document - -Represents a document. - -### Attributes: -- `id` (str): Unique identifier for the document. -- `name` (str): The name of the document. -- `author` (str): The author of the document. -- `tag` (str): A tag associated with the document. -- `page_count` (Union[int, str]): The number of pages in the document. - -## Class: Row - -Represents a row in a table. - -### Attributes: -- `id` (str): Unique identifier for the row. -- `document` (Document): The document associated with this row. -- `hidden` (Union[bool, str]): Indicates if the row is hidden. - -## Class: Table - -Represents a table. - -### Attributes: -- `columns` (List[Column]): List of columns in the table. -- `rows` (List[Row]): List of rows in the table. -- `cells` (List[Cell]): List of cells in the table. - -## Class: ExportTriplesRequest - -Schema for export triples request. - -### Attributes: -- `columns` (List[Column]): List of columns in the table. -- `rows` (List[Row]): List of rows in the table. -- `cells` (List[Cell]): List of cells in the table. - -## Class: ExportTriplesResponse - -Schema for export triples response. - -### Attributes: -- `triples` (List[Dict[str, Any]]): List of triples exported. -- `chunks` (List[Dict[str, Any]]): List of chunks associated with the triples. - -## Usage - -```python -from app.schemas.graph import Prompt, Cell, Column, Document, Row, Table, ExportTriplesRequest, ExportTriplesResponse - -# Creating a prompt -prompt = Prompt(entityType="Person", id="1", query="What is the person's name?", rules=[], type="text") - -# Creating a cell -cell = Cell(answer={"text": "John Doe"}, columnId="1", dirty=False, rowId="1") - -# Creating a column -column = Column(id="1", prompt=prompt, width=100, hidden=False) - -# Creating a document -document = Document(id="1", name="Sample Doc", author="Jane Doe", tag="sample", page_count=10) - -# Creating a row -row = Row(id="1", document=document, hidden=False) - -# Creating a table -table = Table(columns=[column], rows=[row], cells=[cell]) - -# Creating an export request -export_request = ExportTriplesRequest(columns=[column], rows=[row], cells=[cell]) - -# Creating an export response -export_response = ExportTriplesResponse(triples=[{"subject": "John", "predicate": "is", "object": "Person"}], chunks=[{"id": "1", "text": "John is a person"}]) -```` - - -These schemas are used to validate and structure data for the graph API in the application, including table structures and export operations. \ No newline at end of file diff --git a/backend/docs/schemas/query.md b/backend/docs/schemas/query.md deleted file mode 100644 index ac31b40..0000000 --- a/backend/docs/schemas/query.md +++ /dev/null @@ -1,88 +0,0 @@ -# Query Schemas - -This file defines Pydantic schemas for API requests and responses related to queries. - -## Class: QueryPrompt - -Represents a query prompt. - -### Attributes: -- `id` (str): Unique identifier for the prompt. -- `query` (str): The query text. -- `type` (Literal["int", "str", "bool", "int_array", "str_array"]): The expected type of the answer. -- `entity_type` (str): The type of entity the query is about. -- `rules` (Optional[List[Rule]]): Optional list of rules to apply to the query. - -## Class: QueryRequest - -Represents a query request. - -### Attributes: -- `document_id` (str): The ID of the document to query. -- `previous_answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The previous answer, if any. -- `prompt` (QueryPrompt): The query prompt. -- `rag_type` (Optional[Literal["vector", "hybrid", "decomposed"]]): The type of retrieval-augmented generation to use. Defaults to "hybrid". - -## Class: VectorResponse - -Represents a vector response. - -### Attributes: -- `message` (str): A message associated with the response. -- `chunks` (List[Chunk]): List of relevant chunks from the document. -- `keywords` (Optional[List[str]]): Optional list of keywords extracted from the query. - -## Class: QueryResponse - -Represents a query response. - -### Attributes: -- `id` (str): Unique identifier for the response. -- `document_id` (str): The ID of the document queried. -- `prompt_id` (str): The ID of the prompt used. -- `answer` (Optional[Union[int, str, bool, List[int], List[str]]]): The answer to the query. -- `chunks` (List[Chunk]): List of relevant chunks from the document. -- `type` (str): The type of the answer. - -## Usage - -```python -from app.schemas.query import QueryPrompt, QueryRequest, VectorResponse, QueryResponse -from app.models.query import Rule, Chunk - -# Creating a query prompt -prompt = QueryPrompt( - id="1", - query="What is the capital of France?", - type="str", - entity_type="Location", - rules=[Rule(type="must_return", options=["Paris", "Lyon", "Marseille"])] -) - -# Creating a query request -request = QueryRequest( - document_id="doc123", - prompt=prompt, - rag_type="hybrid" -) - -# Creating a vector response -vector_response = VectorResponse( - message="Retrieved relevant chunks", - chunks=[Chunk(content="Paris is the capital of France.", page=1)], - keywords=["capital", "France"] -) - -# Creating a query response -query_response = QueryResponse( - id="resp1", - document_id="doc123", - prompt_id="1", - answer="Paris", - chunks=[Chunk(content="Paris is the capital of France.", page=1)], - type="str" -) -```` - - -These schemas are used to validate and structure data for API requests and responses related to queries in the application. diff --git a/backend/docs/services/llm/base.md b/backend/docs/services/llm/base.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/llm/factory.md b/backend/docs/services/llm/factory.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/llm/openai_service.md b/backend/docs/services/llm/openai_service.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/llm/prompts.md b/backend/docs/services/llm/prompts.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/loaders/base.md b/backend/docs/services/loaders/base.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/loaders/factory.md b/backend/docs/services/loaders/factory.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/loaders/pypdf_service.md b/backend/docs/services/loaders/pypdf_service.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/loaders/unstructured_service.md b/backend/docs/services/loaders/unstructured_service.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/vector_db/base.md b/backend/docs/services/vector_db/base.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/vector_db/factory.md b/backend/docs/services/vector_db/factory.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/services/vector_db/milvus_service.md b/backend/docs/services/vector_db/milvus_service.md deleted file mode 100644 index e69de29..0000000 diff --git a/backend/docs/tutorials/extracting-data.md b/backend/docs/tutorials/extracting-data.md index 69f21d1..7db2706 100644 --- a/backend/docs/tutorials/extracting-data.md +++ b/backend/docs/tutorials/extracting-data.md @@ -1,67 +1,124 @@ # Tutorial -This brief tutorial walks you through getting started extracting data and chaining responses using Knowledge Table. +This brief tutorial offers a brief walkthrough of Knowledge Table features. ## Upload Documents -You can drag and drop `.pdf` and `.txt` files into the Knowledge Table using the frontend. In this case, we'll upload three simple txt files which discuss various different diseases, their side effects, and their treatments. When you upload them, they are automatically chunked and made available for querying. +You can drag and drop `.pdf` and `.txt` files into the Knowledge Table using the frontend. In this case, we'll upload various simple txt files containing information about different public companies. When you upload them, they are automatically chunked and made available for querying. -![upload](image.png) +![upload](images/image-20.png) ## Configure column -Next, we'll configure a column to extract our first piece of data. We'll create a column called "Disease" and we'll wrtie a prompt to extract the diseases mentioned in each document. The column type is set to "List of text," and answer generation is enabled, instructing Knowledge Table to pull relevant information based on the prompt and format it as a list of text. You can also add in rules to constrain the data extracted. Once we save and run the column, queries are run and the extraction begins. +Next, we'll configure a column to extract our first piece of data. We'll create a column called "Company" and we'll wrtie a prompt to extract the name of the company mentioned in each document. The column type is set to "text," and answer generation is enabled, instructing Knowledge Table to pull relevant information based on the prompt and format it as a string. Once done, we'll hit 'Save' to save the column. -**Configuration** -![column](image-1.png) +![configure](images/image-21.png) -**Result** -![alt text](image-4.png) +## Resolve Entities -## Split cells into rows +Before we run the column, we're going to add a few entity resolution rules to ensure that company names are resolved to the name we expect. To do this, we'll add a few global rules indicating that names like "Apple Inc." or "Google LLC" should be resolved to "Apple" and "Google." + +![resolve](images/image-7.png) + +## Run & Rerun Columns, Rows, and Cells + +Once the rules are set, we can run the column by right-clicking on the column header and selecting 'Rerun Column.' When you run a column, Knowledge Table will run the prompt for each row. -We can then split the answer into rows to perform further analysis on each individual disease. This is done by selecting the cell and clicking "Split cell into rows." +You can also run by row by right-clicking the document and selecting 'Rerun row.' Or you can run an individual cell by right-clicking the cell and selecting 'Rerun cell.' -![alt text](image-2.png) +**Rerun** +![rerun-before](images/image-8.png) -## Chain extraction +**In Progress** +![rerun-during](images/image-9.png) -Now, we can perform additional extraction and analysis on each disease by chaining extraction. We'll create a new column called "Fatal" and write a prompt to determine whether a given disease can be fatal. By mentioning another column using '@', we can automatically load that column's answer into the prompt and inject it into the prompt. +**Result** +![rerun-after](images/image-10.png) + +As we can see, the company names have been extracted from the documents and the names have been resolved according to the rules we set. If you would like to see the entities that have been resolved, click 'Resolved Entities' and a drawer will appear showing the resolved entities. + +![resolved](images/image-11.png) -![alt text](image-3.png) +To undo the entity resolution, just click the red 'x' next to the resolved entity, and the answer will revert to the original text. -## Rerun cells +## View Chunks -Sometimes, an answer is not found. To try again, we can just right click the cell (or an entire row or column) and select "Rerun cell." This will re-run the extraction process and update the answer. -![alt text](image-5.png) +You can view the chunks from which answers have been extracted by right-clicking on a cell and selecting 'View Chunks.' This will display the relevant chunks that are related to the answer which was generated. -## Export as CSV +![chunks](images/image-19.png) -1. **Upload a Document** +## Chain Extraction - Use the `/documents/` endpoint to upload a document. +You can chain extraction by creating a new column and writing a prompt that references another column. In this case, we'll create a new column called "Employees" and make it type "number" and write a prompt that references the "Company" column by using '@'. This will automatically load the answer from the "Company" column into the prompt. - ```bash - curl -X POST "http://localhost:8000/api/v1/documents/" \ - -H "accept: application/json" \ - -H "Content-Type: multipart/form-data" \ - -F "file=@/path/to/your/document.pdf" - ``` +![chain-company](images/image-13.png) -2. **Define an Extraction Query** +Then, we're going to add one more column called "Offerings" and write a prompt that references the "Company" column. This time, we'll use the "Company" column to extract the products and services offered by each company. For this column, we'll specify List of Text as the column type, this way our output will be a list of strings extracted from the document. - Use the `/queries/` endpoint to create a query. +![chain-offering](images/image-14.png) - ```json - { - "question": "What is the main topic of the document?" - } - ``` +## Filter -3. **Retrieve the Answer** +Let's say we want to see the companies that offer consumer electronics products. We can add filter on the "Offerings" column and specify on the column header and selecting "Filter." We can then write a prompt to filter the column by companies that offer consumer electronics products. - Use the `/queries/{id}/results/` endpoint to get the extracted data. +![filter-before](images/image-15.png) -## Conclusion +![filter-after](images/image-16.png) + +## Split cells into rows -You've successfully extracted data from a document. Explore other functionalities to get the most out of Knowledge Table. +We can split the answer into rows to perform further analysis on each individual product or service. To do this, we can right-click the cell and select "Split into rows." This will split each of the cells into multiple rows, each containing a single product or service. + +![split-before](images/image-17.png) + +![split-after](images/image-18.png) + +Now, we can perform additional extraction and analysis on each disease by chaining extraction like we did before + +## Export + +Once we've extracted all the data we need, we can export the data in a couple different ways. + +**Export CSV** + +You can download the data as a CSV file by clicking "Download CSV" and you'll get a file that looks like this: + +``` +Document,Company,Employees,Offerings +"Disney.txt",The Walt Disney Company,223000,TV shows +"Disney.txt",The Walt Disney Company,223000,movies +"Disney.txt",The Walt Disney Company,223000,Amusement parks +"Netflix.txt",Netflix, Inc.,12800,TV shows +"Netflix.txt",Netflix, Inc.,12800,movies +"Netflix.txt",Netflix, Inc.,12800,documentaries +"Tesla.txt",Tesla, Inc.,99000,Electric vehicles +``` + +**Export Triples** + +You can also export the data in triples format by clicking "Download Triples." When you do, the table data will be sent to the backend where a schema will be generated, triples will be built according to that schema, and chunks will be linked to each triple accordingly. The output will look somthing like this: + +```json +{ + "triples": [ + { + "triple_id": "t6ecedb7b-ef77-4b86-8e0d-37d928f1d475", + "head": { + "label": "Company", + "name": "The Walt Disney Company", + "properties": { "document": "Disney.txt" } + }, + "tail": { + "label": "Offerings", + "name": "TV shows", + "properties": { "document": "Disney.txt" } + }, + "relation": { "name": "Offers" }, + "chunk_ids": [] + }, + ...], + "chunks": [...] +} +``` + +You can use these triples to [build a knowledge graph](https://whyhow-ai.github.io/whyhow-sdk-docs/examples/create_graph_from_knowledge_table/) using the WhyHow SDK. diff --git a/backend/docs/tutorials/image-1.png b/backend/docs/tutorials/image-1.png deleted file mode 100644 index 86da7ed0055073d3710f9b7c74355e336aafaeaf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 260147 zcmbSz2UHX5x;CPSf{KNrbZ{$0s`QR1qEsdHD!um>2qB^(C{h&ZT}mXB&|82gy@Mcx 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