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NirDiamant/RAG_Techniques

RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

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Builder

NirDiamant

NirDiamant

NirDiamant • individual

Stars

27,526

Using upstream star count

Forks

3,311

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 13, 2024

Project creation date

README Summary

[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/in/nir-diamant-759323134/) [![Twitter](https://img.shields.io/twitter/follow/NirDiamantAI?label=Follow%20@NirDiamantAI&style=social)](https://twitter.com/NirDiamantAI) [![Reddit](https://img.shields.io/badge/Reddit-Join%20our%20subreddit-FF4500?style=flat-square&logo=reddit&logoColor=wh

Community Evaluation

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AI Dev Skills

Unmapped

Document ProcessingEmbedding TechniquesInformation Retrieval SystemsKnowledge Base IntegrationLarge Language ModelsNatural Language ProcessingRetrieval-Augmented GenerationSemantic SearchVector Databases

Tags

Document ProcessingEmbedding TechniquesInformation Retrieval SystemsKnowledge Base IntegrationLarge Language ModelsNatural Language ProcessingRetrieval-Augmented GenerationSemantic SearchVector DatabasesAI AgentsAI SafetyContext EngineeringCourseCurated ListDatabaseDeepEvalEmbeddingsEvalsFinTechForkedGPTGraphRAGJupyterKnowledge GraphLangChainLlamaLlamaIndexMachine LearningMilvusOpen SourceOpenAIPlanning / CoTPrompt EngineeringRAGRerankingResearch / PapersTutorialVector Database

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsKnowledge-Grounded AILarge Language Models

category

RAG & RetrievalFoundation ModelsAI AgentsEvals & BenchmarkingDev Tools & AutomationLearning ResourcesIndustry: FinTechSecurity & SafetyData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationInformation Retrieval SystemsLarge Language ModelsVector DatabasesEmbedding TechniquesNatural Language ProcessingDocument ProcessingKnowledge Base IntegrationSemantic Search

tag

AI AgentsAI SafetyContext EngineeringCourseCurated ListDatabaseDeepEvalDocument ProcessingEmbeddingsEvalsFinTechForkedGPTGraphRAGJupyterKnowledge GraphLangChainLarge Language ModelsLlamaLlamaIndexMachine LearningMilvusOpen SourceOpenAIPlanning / CoTPrompt EngineeringRAGRerankingResearch / PapersSemantic SearchTutorialVector Database

Use Cases

Document Question AnsweringKnowledge Base QueryingContextual Information RetrievalAI-Powered Search SystemsEnterprise Knowledge ManagementResearch Assistant Applications

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

Update deprecated LangChain imports to modern package structure

Nir Diamant • Feb 17, 2026

69a08b0

Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingDev Tools & AutomationLearning ResourcesIndustry: FinTechSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsSafety & AlignmentFinance & LegalEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Safety & AlignmentData & EvaluationProduct DiscoveryAI-Native Architecture

Languages

Jupyter Notebook100.0%

Timeline

Project created
Jul 13, 2024
Forked
Nov 4, 2025
Your last push
2 months ago
Upstream last push
19 days ago
Tracked since
Mar 17, 2026

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