local-rag

#local-rag

@mate_mattt: I built a real, runnable RAG project and a Notebook RAG practical course, breaking down RAG pixel by pixel: Markdown chunking → FTS5 / BM25 → Embedding vector search → Hybrid recall RRF → Cross-Encod…

X AI KOLs Timeline ↗ · 2026-07-12 Cached

This is a hands-on project for learning local RAG retrieval core from scratch, including Notebook and real runnable code. It covers the complete workflow: Markdown chunking, BM25, Embedding vector search, hybrid recall RRF, Cross-Encoder re-ranking, and comes with evaluation metrics.

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#local-rag

Help with a Local Document RAG System (Storage + Ingestion + Query + Highlighting)

Reddit r/LocalLLaMA ↗ · 2026-06-20

A detailed technical query about building a local document RAG system covering storage, ingestion, query, and highlighting, seeking advice on vector databases, GraphRAG feasibility, and document highlighting implementations.

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#local-rag

My Claude dreams at night and remembers everything. Better than mempalace.

Reddit r/AI_Agents ↗ · 2026-05-09

The author releases IaI-mcp, an open-source local daemon that provides persistent, tiered memory for Claude sessions by storing verbatim conversations and managing context retrieval without requiring manual prompts.

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local-rag

@mate_mattt: I built a real, runnable RAG project and a Notebook RAG practical course, breaking down RAG pixel by pixel: Markdown chunking → FTS5 / BM25 → Embedding vector search → Hybrid recall RRF → Cross-Encod…

Help with a Local Document RAG System (Storage + Ingestion + Query + Highlighting)

My Claude dreams at night and remembers everything. Better than mempalace.

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