Library/RAG_Techniques
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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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NirDiamant

NirDiamant

NirDiamant • individual

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Created

Jul 13, 2024

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README Summary

This repository demonstrates advanced techniques for Retrieval-Augmented Generation (RAG) systems that combine information retrieval with generative AI models. It provides comprehensive examples and implementations of various RAG approaches to improve the accuracy and contextual richness of AI-generated responses. The repository serves as a practical guide for developers looking to enhance their RAG implementations with cutting-edge techniques.

AI Dev Skills

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

Tags

Retrieval-Augmented GenerationInformation Retrieval SystemsLarge Language ModelsVector DatabasesEmbedding TechniquesNatural Language ProcessingDocument ProcessingKnowledge Base IntegrationSemantic SearchOn-premiseResearch Assistant ApplicationsKnowledge Base QueryingContextual Information RetrievalEnterprise Knowledge ManagementKnowledge-Grounded AIAI-Powered Search SystemsSelf-hostedCompound AI SystemsDocument Question AnsweringTextCloud APIJupyter Notebook

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Updated 27 days ago

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research
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medium
Maturity
research

Categories

Dev Tools & AutomationPrimaryLearning ResourcesRAG & RetrievalEvals & BenchmarkingNLP & TextData Science & AnalyticsEdge & Mobile AISearch & KnowledgeOther AI / MLFoundation Models

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Jupyter Notebook100.0%

Timeline

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

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