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Feature/llm reranker #278

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Feature/llm reranker #278

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166f475
Add basic implementation and example for llm based reranker
iamsims Nov 18, 2025
02eb523
Add reranker for one LLM call for all criterias
iamsims Nov 19, 2025
93ea754
Create a base class for Criteria
iamsims Dec 2, 2025
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9 changes: 9 additions & 0 deletions akd/structures.py
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Original file line number Diff line number Diff line change
Expand Up @@ -242,6 +242,13 @@ class PaperDataItem(BaseModel):
)


class BaseCriterion(BaseModel):
"""Base class for criteria used in reranking."""

name: str = Field(..., description="Criterion name")
description: str = Field(..., description="Detailed description of what this criterion evaluates")


# =============================================================================
# Extraction Schemas
# =============================================================================
Expand Down Expand Up @@ -331,6 +338,7 @@ def name(self) -> str:
# Type alias for semantic clarity in literature search contexts
LitSearchResult = SearchResultItem


__all__ = [
# Search and Data Models
"SearchResult",
Expand All @@ -342,4 +350,5 @@ def name(self) -> str:
"SingleEstimation",
# Tool Models
"ToolSearchResult",
"BaseCriterion",
]
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