rag-pipeline

8 projects share this GitHub topic

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🧬 Members

agentic-rag-for-dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

★ 3.8k

knowhere

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

★ 2.1k

rag-from-scratch

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings,…

★ 1.5k

Wax

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No…

★ 774

EpsteinFiles-RAG

A RAG pipeline implementation built on the 'Epstein Files 20K' dataset from Hugging Face (Teyler).

★ 381

knowledge-rag

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP…

★ 238

chunky

Open-source toolkit for reliable RAG pipelines: convert PDFs to Markdown, clean documents, inspect chunks,…

★ 151

rag.computer

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

★ 98

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