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PageIndex

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Python SDK for PageIndex, a vectorless RAG engine that builds a hierarchical tree index per document and lets an LLM reason over that tree to retrieve the right section. Supports local or cloud indexing, agent/MCP integration, and citations; no vector DB or chunking.

RAG | Python · vectorless-rag · reasoning-based-retrieval

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