retrieval-augmented-generation topic

List retrieval-augmented-generation repositories

txtai

7.2k
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507
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💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

anything-llm

15.2k
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1.6k
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117
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The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

danswer

9.5k
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1.0k
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81
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Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

ArXivChatGuru

507
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66
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Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

llmware

4.0k
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805
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32
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Unified framework for building enterprise RAG pipelines with small, specialized models

trieve

1.1k
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96
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All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

akcio

237
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35
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Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the qual...

SimplyRetrieve

190
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13
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Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.

llm-app

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174
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LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,âš¡in sync with your data sources.

repochat

216
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38
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Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation