rag-pipeline

10 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.

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

rag-from-scratch

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

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple…

EpsteinFiles-RAG

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

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

Unified Agentic AI and Business Intelligence Platform

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

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

Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)

🔗 Related families

rag-chatbot 10 vector-database 91 retrieval-augmented-generation 108 langgraph 64 agentic-rag 29 bm25 17 gradio 17 qdrant 20

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