LLMSmith
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Contents:

  • Installation
  • Examples
    • Retrieval Augmented Generation (RAG)
      • A naive RAG function
      • Advanced RAG with pre-processing and reranking
    • Function Calling Agents
      • OpenAI Function Calling Agent
      • Gemini Function Calling Agent
  • Modules
    • llmsmith package
      • Subpackages
        • Agent
        • Job
        • Reranker
        • Task
      • Module contents
LLMSmith
  • Modules
  • llmsmith package
  • Task
  • llmsmith.task.retrieval package
  • Edit on GitHub

llmsmith.task.retrieval package

Subpackages

  • llmsmith.task.retrieval.vector package
    • Subpackages
      • llmsmith.task.retrieval.vector.options package
        • Submodules
        • llmsmith.task.retrieval.vector.options.chromadb module
          • ChromaDBQueryOptions
        • llmsmith.task.retrieval.vector.options.pgvector module
          • PgVectorQueryOptions
        • llmsmith.task.retrieval.vector.options.pinecone module
          • PineconeQueryOptions
        • llmsmith.task.retrieval.vector.options.qdrant module
          • QdrantQueryOptions
        • Module contents
    • Submodules
    • llmsmith.task.retrieval.vector.base module
      • default_doc_processor()
    • llmsmith.task.retrieval.vector.chromadb module
      • BaseChromaDBTask
        • BaseChromaDBTask.execute()
      • ChromaDBRetriever
        • ChromaDBRetriever.execute()
    • llmsmith.task.retrieval.vector.pgvector module
      • BasePgVectorTask
        • BasePgVectorTask.execute()
      • PgVectorRetriever
        • PgVectorRetriever.execute()
    • llmsmith.task.retrieval.vector.pinecone module
      • BasePineconeTask
        • BasePineconeTask.execute()
      • PineconeRetriever
        • PineconeRetriever.execute()
    • llmsmith.task.retrieval.vector.qdrant module
      • BaseQdrantTask
        • BaseQdrantTask.execute()
      • QdrantRetriever
        • QdrantRetriever.execute()
    • Module contents

Module contents

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© Copyright 2024, Dheeraj Gopinath. Revision cf088fe3.

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