retrieval-augmented-generation topic

List retrieval-augmented-generation repositories

txtai

8.8k
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580
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💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

anything-llm

27.1k
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2.7k
Forks
213
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The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.

onyx

11.1k
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1.4k
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105
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Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

ArXivChatGuru

521
Stars
69
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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

4.6k
Stars
823
Forks
32
Watchers

Unified framework for building enterprise RAG pipelines with small, specialized models

trieve

1.4k
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121
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All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API

akcio

247
Stars
36
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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

198
Stars
14
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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

11.1k
Stars
306
Forks
38
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Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,...

repochat

264
Stars
44
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Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation