Initial commit: RAG MCP Server with relationship graph
Features: - Vector search with Pinecone + Vertex AI embeddings - Document relationships (link, unlink, related, graph) - Auto-link with LLM analysis - Intelligent merge with Gemini Modular structure: - clients/: Pinecone, Vertex AI - tools/: core, relations, stats - utils/: validation, logging Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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tools/__init__.py
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tools/__init__.py
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"""MCP tools for RAG operations."""
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from .core import rag_save, rag_retrieve, rag_update, rag_delete
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from .relations import rag_link, rag_unlink, rag_related, rag_graph
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from .stats import rag_stats
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__all__ = [
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"rag_save",
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"rag_retrieve",
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"rag_update",
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"rag_delete",
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"rag_link",
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"rag_unlink",
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"rag_related",
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"rag_graph",
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"rag_stats"
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]
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