fix(chat-agent): toolcalling with granite 3.3 8b with ollama

agents/official/beeai-framework/chat/pyproject.toml

@@ -7,9 +7,9 @@ authors = [
 ]
 requires-python = ">=3.13,<4"
 dependencies = [
-    "beeai-framework[duckduckgo,wikipedia]~=0.1.34",
+    "beeai-framework[duckduckgo,wikipedia]~=0.1.35",
     "beeai-sdk",
-    "openinference-instrumentation-beeai>=0.1.6",
+    "openinference-instrumentation-beeai>=0.1.7",
     "pydantic-settings>=2.9.0",
     "sqlalchemy>=2.0.41",
     "uvicorn>=0.35.0",

agents/official/beeai-framework/chat/src/chat/agent.py

@@ -24,12 +24,14 @@
 )
 from beeai_framework.agents.experimental.utils._tool import FinalAnswerTool
 from beeai_framework.backend.types import ChatModelParameters
+from beeai_framework.emitter import EventMeta
 from beeai_framework.memory import UnconstrainedMemory
 from beeai_framework.middleware.trajectory import GlobalTrajectoryMiddleware
 from beeai_framework.tools import Tool
 from beeai_framework.tools.search.duckduckgo import DuckDuckGoSearchTool
 from beeai_framework.tools.search.wikipedia import WikipediaTool
-from beeai_framework.tools.weather.openmeteo import OpenMeteoTool
+
+from beeai_framework.tools.weather import OpenMeteoTool
 
 from beeai_sdk.a2a.extensions import (
     AgentDetail,
@@ -42,6 +44,7 @@
 from beeai_sdk.a2a.types import AgentMessage
 from beeai_sdk.server import Server
 from beeai_sdk.server.context import Context
+from chat.tools.general.current_time import CurrentTimeTool
 from chat.helpers.citations import extract_citations
 from chat.helpers.trajectory import TrajectoryContent
 from openinference.instrumentation.beeai import BeeAIInstrumentor
@@ -58,12 +61,18 @@
     ClarificationTool,
     clarification_tool_middleware,
 )
-from chat.tools.general.current_time import CurrentTimeTool
+
+# Temporary instrument fix
+EventMeta.model_fields["context"].exclude = True
 
 BeeAIInstrumentor().instrument()
 ## TODO: https://github.com/phoenixframework/phoenix/issues/6224
-logging.getLogger("opentelemetry.exporter.otlp.proto.http._log_exporter").setLevel(logging.CRITICAL)
-logging.getLogger("opentelemetry.exporter.otlp.proto.http.metric_exporter").setLevel(logging.CRITICAL)
+logging.getLogger("opentelemetry.exporter.otlp.proto.http._log_exporter").setLevel(
+    logging.CRITICAL
+)
+logging.getLogger("opentelemetry.exporter.otlp.proto.http.metric_exporter").setLevel(
+    logging.CRITICAL
+)
 
 logger = logging.getLogger(__name__)
 
@@ -87,13 +96,36 @@
         user_greeting="How can I help you?",
         tools=[
             AgentDetailTool(
-                name="Web Search (DuckDuckGo)",
-                description="Retrieves real-time search results.",
+                name="Act Tool",
+                description="Auxiliary tool that ensures thoughtful tool selection by requiring explicit reasoning and tool choice before executing any other tool.",
+            ),
+            AgentDetailTool(
+                name="Clarification Tool",
+                description="Enables the agent to ask clarifying questions when user requirements are unclear, preventing assumptions and ensuring accurate task completion.",
+            ),
+            AgentDetailTool(
+                name="Wikipedia Search",
+                description="Fetches summaries and information from Wikipedia articles.",
             ),
-            AgentDetailTool(name="Wikipedia Search", description="Fetches summaries from Wikipedia."),
             AgentDetailTool(
                 name="Weather Information (OpenMeteo)",
-                description="Provides real-time weather updates.",
+                description="Provides real-time weather updates and forecasts.",
+            ),
+            AgentDetailTool(
+                name="Web Search (DuckDuckGo)",
+                description="Retrieves real-time search results from the web.",
+            ),
+            AgentDetailTool(
+                name="File Reader",
+                description="Reads and returns content from uploaded or generated files.",
+            ),
+            AgentDetailTool(
+                name="File Creator",
+                description="Creates new files with specified content and metadata, uploading them to the platform for download or further processing.",
+            ),
+            AgentDetailTool(
+                name="Current Time",
+                description="Provides current date and time information.",
             ),
         ],
         framework="BeeAI",
@@ -130,7 +162,9 @@
                 """
             ),
             tags=["chat"],
-            examples=["Please find a room in LA, CA, April 15, 2025, checkout date is april 18, 2 adults"],
+            examples=[
+                "Please find a room in LA, CA, April 15, 2025, checkout date is april 18, 2 adults"
+            ],
         )
     ],
 )
@@ -144,7 +178,9 @@ async def chat(
     The agent is an AI-powered conversational system with memory, supporting real-time search, Wikipedia lookups,
     and weather updates through integrated tools.
     """
-    extracted_files = await extract_files(history=messages[context.context_id], incoming_message=message)
+    extracted_files = await extract_files(
+        history=messages[context.context_id], incoming_message=message
+    )
     input = to_framework_message(message)
 
     # Configure tools
@@ -154,12 +190,12 @@ async def chat(
 
     FinalAnswerTool.description = """Assemble and send the final answer to the user. When using information gathered from other tools that provided URL addresses, you MUST properly cite them using markdown citation format: [description](URL).
 
-Citation Requirements:
+# Citation Requirements:
 - Use descriptive text that summarizes the source content
 - Include the exact URL provided by the tool
 - Place citations inline where the information is referenced
 
-Examples:
+# Examples:
 - According to [OpenAI's latest announcement](https://example.com/gpt5), GPT-5 will be released next year.
 - Recent studies show [AI adoption has increased by 67%](https://example.com/ai-study) in enterprise environments.
 - Weather data indicates [temperatures will reach 25°C tomorrow](https://weather.example.com/forecast)."""  # type: ignore
@@ -186,6 +222,7 @@ async def chat(
         api_key=os.getenv("LLM_API_KEY", "dummy"),
         base_url=os.getenv("LLM_API_BASE", "http://localhost:11434/v1"),
         parameters=ChatModelParameters(temperature=0.0),
+        tool_choice_support=set(),
     )
 
     # Create agent
@@ -195,7 +232,7 @@ async def chat(
         memory=UnconstrainedMemory(),
         requirements=requirements,
         middlewares=[
-            GlobalTrajectoryMiddleware(included=[Tool]),
+            GlobalTrajectoryMiddleware(included=[Tool]),  # ChatModel,
             act_tool_middleware,
             clarification_tool_middleware,
         ],
@@ -253,14 +290,20 @@ async def chat(
 
         message = AgentMessage(
             text=clean_text,
-            metadata=(citation.citation_metadata(citations=citations) if citations else None),
+            metadata=(
+                citation.citation_metadata(citations=citations) if citations else None
+            ),
         )
         messages[context.context_id].append(message)
         yield message
 
 
 def serve():
-    server.run(host=os.getenv("HOST", "127.0.0.1"), port=int(os.getenv("PORT", 8000)), configure_telemetry=True)
+    server.run(
+        host=os.getenv("HOST", "127.0.0.1"),
+        port=int(os.getenv("PORT", 8000)),
+        configure_telemetry=True,
+    )
 
 
 if __name__ == "__main__":

agents/official/beeai-framework/chat/src/chat/tools/files/file_creator.py

@@ -38,7 +38,7 @@ class FileCreatorTool(
     Creates a new file and writes the provided content into it.
     """
 
-    name: str = "FileCreator"
+    name: str = "file_creator"
     description: str = "Create a new file with the specified content."
     input_schema: type[FileCreatorInput] = FileCreatorInput
 

agents/official/beeai-framework/chat/src/chat/tools/general/act.py

@@ -15,6 +15,7 @@
 from beeai_framework.context import RunContext
 from beeai_framework.emitter import Emitter, EventMeta
 from beeai_framework.tools import (
+    AnyTool,
     JSONToolOutput,
     Tool,
     ToolInputValidationError,
@@ -139,9 +140,16 @@ class ActAlwaysFirstRequirement(Requirement[RequirementAgentRunState]):
 
     name: str = "act_always_first"
 
+    tools: list[AnyTool] = []
+
+    async def init(self, *, tools: list[AnyTool], ctx: RunContext) -> None:
+        await super().init(tools=tools, ctx=ctx)
+        self.tools = tools
+
     @run_with_context
     async def run(self, state: RequirementAgentRunState, ctx: RunContext) -> list[Rule]:
         last_step = state.steps[-1] if state.steps else None
+
         if last_step and last_step.tool and last_step.tool.name == "act":
             assert isinstance(last_step.tool, ActTool)
             if last_step.error is not None:
@@ -172,14 +180,27 @@ async def run(self, state: RequirementAgentRunState, ctx: RunContext) -> list[Ru
                 )
             ]
 
+        # Hide all tools except ActTool on the first step
+        rules = [
+            Rule(
+                target=t.name,
+                hidden=True,
+                allowed=False,
+                prevent_stop=False,
+                forced=False,
+            )
+            for t in self.tools
+            if not isinstance(t, ActTool)
+        ]
         return [
             Rule(
                 target="act",
                 forced=True,
                 allowed=True,
                 prevent_stop=False,
                 hidden=False,
-            )
+            ),
+            *rules,
         ]
 
 

agents/official/beeai-framework/chat/src/chat/tools/general/current_time.py

@@ -23,7 +23,7 @@ class CurrentTimeTool(Tool[CurrentTimeToolInput]):
     def input_schema(self) -> type[CurrentTimeToolInput]:
         return CurrentTimeToolInput
 
-    def _run(
+    async def _run(
         self,
         input: CurrentTimeToolInput,
         options: ToolRunOptions | None,