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lizhe2004/Awesome-LLM-RAG-Application

A curated list of resources for developing applications using large language models (LLMs) with the Retrieval Augmented Generation (RAG) pattern.

1.6K
Stable
LLM Frameworks
LLM Wrappers & SDKs
React
#llm#rag#retrieval-augmented-generation

FrigadeHQ/trench

An open-source analytics infrastructure built on ClickHouse, Kafka, and Node.js for building product analytics dashboards and observability platforms.

1.6K
Stable
TypeScript
Analytics & Tracking
Databases
Node.js
#analytics#clickhouse#kafka

deepsense-ai/ragbits

A Python library that provides building blocks for rapid development of generative AI applications.

1.6K
Active
Python
LLM Frameworks
Agents & Orchestration
#llm#agents#rag

parthsarthi03/raptor

The official implementation of RAPTOR, a framework for Recursive Abstractive Processing for Tree-Organized Retrieval.

1.6K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#agents#clustering#framework

onestardao/WFGY

Semantic Reasoning Engine for Large Language Models (LLMs) with AI interpretability and alignment features.

1.6K
Active
Python
Prompt Engineering
React
#semantic-reasoning#ai-interpretability#alignment

Andrew-Jang/RAGHub

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources.

1.6K
Active
LLM Frameworks
RAG Frameworks
React
#ai#natural-language-processing#open-source

stanford-oval/WikiChat

WikiChat is an improved Retrieval Augmented Generation (RAG) model that reduces language model hallucination by retrieving data from a corpus.

1.6K
Active
Python
RAG & Vector
LLM Frameworks
Python
#chatbot#factuality#emnlp2023

NirDiamant/Controllable-RAG-Agent

An advanced Retrieval-Augmented Generation (RAG) solution for complex question answering using a sophisticated graph-based algorithm.

1.6K
Experimental
Jupyter Notebook
RAG & Vector
API Clients & Testing
Python
#advanced-rag#llms#langchain

shuyu-labs/AntSK

An offline AI knowledge base and agent built with .NET, Blazor, and Semantic Kernel, supporting local AI models.

1.5K
Stable
CSS
LLM Frameworks
API Frameworks
Blazor
#ai#agent#dotnet

KruxAI/ragbuilder

A Python toolkit to create optimal Production-ready Retrieval Augmented Generation (RAG) setups for AI/ML projects.

1.5K
Experimental
Python
RAG & Vector
API Frameworks
Python
#rag#retrieval-augmented-generation#ai-tools

andrewnguonly/Lumos

A RAG LLM co-pilot for browsing the web, powered by local LLMs

1.5K
Archived
TypeScript
React
#LLM#co-pilot#web-browsing

undreamai/LLMUnity

A C# library for creating AI-powered characters and chatbots in the Unity game engine.

1.5K
Active
C#
LLM Wrappers & SDKs
Unity
Unity
#ai#character#chatbot

xhluca/bm25s

A fast, efficient library for lexical search using the BM25 algorithm in Python.

1.5K
Active
Python
API Frameworks
Search
#bm25#lexical-search#information-retrieval

neovateai/petercat

A configurable conversational Q&A agent system that allows you to build intelligent GitHub repository bots.

1.5K
Experimental
TypeScript
AI Assistants
MCP Frameworks
React
#ai-assistant#github-integration#conversational-qa

CaviraOSS/PageLM

A community-driven platform that transforms study materials into interactive resources like quizzes, flashcards, notes, and podcasts.

1.5K
Stable
TypeScript
LLM Frameworks
Tutorials & Courses
React
#education#interactive-study-materials#quizzes

asinghcsu/AgenticRAG-Survey

An open-source project exploring advanced Retrieval-Augmented Generation systems with AI LLM agents.

1.5K
Stable
LLM Frameworks
Agents & Orchestration
React
#agentic#agentic-ai#agentic-rag

hhhuang/CAG

A simple and efficient alternative to Retrieval-Augmented Generation (RAG) models for large language models.

1.5K
Experimental
Python
LLM Frameworks
Agents & Orchestration
Python
#llm#caching#rag

TIGER-AI-Lab/TheoremExplainAgent

A Python library for creating video-based multimodal explanations for LLM theorem understanding.

1.5K
Experimental
Python
LLM Frameworks
Agents & Orchestration
#llm#explanation#video

postgresml/korvus

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query, built with Rust and supporting multiple languages.

1.5K
Archived
Rust
RAG & Vector
API Frameworks
Rust
#search#embeddings#rag

neural-maze/philoagents-course

A course that explores the intersection of philosophy and AI, with a focus on agent-based simulations.

1.5K
Stable
Python
Agents & Orchestration
API Frameworks
#agent-based-simulation#philosophy#mongodb
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