NirDiamant/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook… Why it matters: relevant for grounding LLMs in your own data.
GitHub description: This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Stars
30k
Last 24h
+36est.
Last 7 days
+254est.
Forks
3.7k
Star history (last 1 snapshot)
Only one snapshot so far. The chart fills in as OSS Radar collects daily snapshots.
* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.
Maintainer? Add the badge to your README
Shows your live OSS Radar rank and links back here. Updates hourly.
[](https://ossradar.net/repo/NirDiamant/RAG_Techniques)<a href="https://ossradar.net/repo/NirDiamant/RAG_Techniques"><img src="https://ossradar.net/badge/NirDiamant/RAG_Techniques" alt="Trending on OSS Radar"></a>About RAG_Techniques
NirDiamant/RAG_Techniques is a Jupyter Notebook project in the RAG / vector category, created 2 years ago. It has 30k GitHub stars and 3.7k forks, and gained +254 stars over the last 7 days (early estimate), ranking #12 of 12 RAG / vector repos tracked by OSS Radar this week.
See more trending RAG / vector repos or the top AI repos this week.
- Language
- Jupyter Notebook
- Category
- RAG / vector
- Created
- Jul 13, 2024
- Last push
- Oct 11, 2026
- agentic-rag
- ai
- embeddings
- generative-ai
- gpt
- langchain
- llama-index
- llm
- llms
- machine-learning
- nlp
- openai
- python
- rag
- retrieval-augmented-generation
- semantic-search
- tutorials
- vector-database
Similar rising repos
- NirDiamant/GenAI_Agents+225est.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. Why it matters: worth a look if you build or run autonomous agents.
- VectifyAI/PageIndex+489est.
PageIndex: Document Index for Vectorless, Reasoning-based RAG. Why it matters: relevant for grounding LLMs in your own data.
- langchain-ai/langchain+710est.
The agent engineering platform. Why it matters: useful plumbing for shipping LLM-powered features.
- Tencent/WeKnora+526est.
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Why it matters: useful plumbing for shipping LLM-powered features.
- HKUDS/LightRAG+379est.
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation. Why it matters: relevant for grounding LLMs in your own data.
- microsoft/graphrag+273est.
A modular graph-based Retrieval-Augmented Generation (RAG) system. Why it matters: relevant for grounding LLMs in your own data.