FareedKhan-dev/deep-thinking-rag

A Deep Thinking RAG Pipeline to Solve Complex Queries

50
/ 100
Established

Implements a multi-stage agentic RAG system that decomposes complex queries into structured research plans, then iteratively retrieves, reranks, and synthesizes evidence using supervisor agents, cross-encoders, and hybrid search strategies (vector/keyword/semantic). Built on LangChain with configurable LLM providers, it includes self-critique and policy-based control flow to decide when to refine the plan, continue research, or synthesize final answers—enabling multi-hop reasoning across both internal documents and web sources.

115 stars.

No Package No Dependents
Maintenance 6 / 25
Adoption 10 / 25
Maturity 13 / 25
Community 21 / 25

How are scores calculated?

Stars

115

Forks

40

Language

Jupyter Notebook

License

MIT

Category

agentic-rag-systems

Last pushed

Oct 19, 2025

Commits (30d)

0

GitHub
Agentic RAG Systems · 240 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/FareedKhan-dev/deep-thinking-rag"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Compare

deep-thinking-rag and ragbits deep-thinking-rag and ragflow deep-thinking-rag and agentic-rag-for-dummies

Related tools

deepsense-ai/ragbits

Building blocks for rapid development of GenAI applications

85

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses...

72

GiovanniPasq/agentic-rag-for-dummies

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

65

truefoundry/cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications...

58

NVIDIA/context-aware-rag

Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.

56

Explore RAG Tools

All categories Trending RAG directory Insights