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KnowledgeConfig

Defined in the feature_configs module.
Configuration for RAG and knowledge retrieval. Consolidates: knowledge, retrieval_config, knowledge_config, rag_config, embedder_config

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Properties

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sources
List
No description available.
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embedder
str
No description available.
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embedder_config
Optional
No description available.
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chunking_strategy
Union
No description available.
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chunk_size
int
No description available.
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chunk_overlap
int
No description available.
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chunker
Optional
No description available.
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retrieval_k
int
No description available.
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retrieval_threshold
float
No description available.
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rerank
bool
No description available.
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rerank_model
Optional
No description available.
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auto_retrieve
bool
No description available.
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vector_store
Optional
No description available.
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config
Optional
No description available.
  • to_dict: Convert to dictionary.

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Usage

# Simple enable with sources
    Agent(knowledge=["docs/", "data.pdf"])
    
    # With config
    Agent(knowledge=KnowledgeConfig(
        sources=["docs/"],
        embedder="openai",
        chunking_strategy="semantic",
        retrieval_k=5,
        rerank=True,
    ))
    
    # With chunker config
    Agent(knowledge={
        "sources": ["docs/"],
        "chunker": {
            "type": "semantic",
            "chunk_size": 512
        }
    })