Directories
¶
| Path | Synopsis |
|---|---|
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chunker
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semantic
Package semantic provides semantic chunking utilities for RAG systems.
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Package semantic provides semantic chunking utilities for RAG systems. |
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Package enhancer provides query and document enhancement utilities for RAG systems.
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Package enhancer provides query and document enhancement utilities for RAG systems. |
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Package graph provides graph-related utilities for RAG systems.
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Package graph provides graph-related utilities for RAG systems. |
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parser
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searcher
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agentic
Package agentic provides the Agentic RAG searcher:
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Package agentic provides the Agentic RAG searcher: |
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core
Package core provides shared default factory functions used by all searcher sub-packages (native, rerank, hybrid, multimodal, agentic, graphlocal, graphglobal, multiagent).
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Package core provides shared default factory functions used by all searcher sub-packages (native, rerank, hybrid, multimodal, agentic, graphlocal, graphglobal, multiagent). |
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crag
Package crag provides CRAG (Corrective RAG) implementation.
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Package crag provides CRAG (Corrective RAG) implementation. |
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graphglobal
Package graphglobal provides the Graph-Global RAG searcher (community-summary-based macro pipeline):
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Package graphglobal provides the Graph-Global RAG searcher (community-summary-based macro pipeline): |
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graphlocal
Package graphlocal provides the Graph-Local RAG searcher (entity-centric N-Hop pipeline):
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Package graphlocal provides the Graph-Local RAG searcher (entity-centric N-Hop pipeline): |
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hybrid
Package hybrid provides the Hybrid RAG searcher:
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Package hybrid provides the Hybrid RAG searcher: |
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hyde
Package hyde provides HyDE (Hypothetical Document Embeddings) RAG implementation.
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Package hyde provides HyDE (Hypothetical Document Embeddings) RAG implementation. |
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multiagent
Package multiagent provides the Multi-Agent RAG searcher:
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Package multiagent provides the Multi-Agent RAG searcher: |
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native
Package native provides the NativeRAG searcher:
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Package native provides the NativeRAG searcher: |
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selfquery
Package selfquery provides Self-Query RAG implementation.
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Package selfquery provides Self-Query RAG implementation. |
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stepback
Package stepback provides StepBack RAG implementation.
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Package stepback provides StepBack RAG implementation. |
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agentic
Package agentic provides agentic orchestration steps for autonomous RAG workflows.
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Package agentic provides agentic orchestration steps for autonomous RAG workflows. |
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post_retrieval
Package post_retrieval provides steps that process and optimize retrieval results.
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Package post_retrieval provides steps that process and optimize retrieval results. |
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pre_retrieval
Package pre_retrieval provides query enhancement steps that occur before retrieval.
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Package pre_retrieval provides query enhancement steps that occur before retrieval. |
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retrieval
Package retrieval provides retrieval strategy steps that execute different search algorithms.
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Package retrieval provides retrieval strategy steps that execute different search algorithms. |
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