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retrieval-augmented-generation

Here are 1,090 public repositories matching this topic...

chatchat-space / Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

Updated Nov 29, 2024
TypeScript

infiniflow / ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Updated Dec 24, 2024
Python

haystack

deepset-ai / haystack

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Updated Dec 21, 2024
Python

storm

stanford-oval / storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

nlp naacl report-generation knowledge-curation large-language-models retrieval-augmented-generation agentic-rag emnlp2024

Updated Dec 11, 2024
Python

HKUDS / LightRAG

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

knowledge-graph gpt rag gpt-4 large-language-models llm genai retrieval-augmented-generation graphrag

Updated Dec 23, 2024
Python

txtai

neuml / txtai

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

Updated Dec 22, 2024
Python

llmware-ai / llmware

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

parsing agents onnx openvino llm llamacpp retrieval-augmented-generation generative-ai-tools small-specialized-models

Updated Dec 20, 2024
Python

llm-app

pathwaycom / llm-app

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, and more.

machine-learning real-time chatbot pathway open-ai rag vector-database hugging-face llm llmops vector-index llm-prompting llm-security llm-local retrieval-augmented-generation

Updated Dec 23, 2024

FlagOpen / FlagEmbedding

Retrieval and Retrieval-augmented LLMs

information-retrieval embeddings sentence-embeddings text-semantic-similarity llm retrieval-augmented-generation

Updated Dec 18, 2024
Python

TaskingAI

TaskingAI / TaskingAI

The open source platform for AI-native application development.

agent ai vector gpt function-call rag llm ai-native generative-ai langchain retrieval-augmented-generation

Updated Dec 2, 2024
Python

SciPhi-AI / R2R

The most advanced AI retrieval system. Containerized, Retrieval-Augmented Generation (RAG) with a RESTful API.

python search artificial-intelligence question-answering rag retrieval-systems large-language-models retrieval-augmented-generation

Updated Dec 24, 2024
Python

cognita

truefoundry / cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

python agent application data machine-learning framework typescript ai deep-learning model-deployment fine-tuning rag mlops llm generative-ai llmops retrieval-augmented-generation llm-ops

Updated Dec 16, 2024
Python

AutoRAG

Marker-Inc-Korea / AutoRAG

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

python open-source qa benchmarking ops pipeline analysis optimization evaluation embeddings automl document-parser rag llm retrieval-augmented-generation llm-ops llm-evaluation rag-evaluation

Updated Dec 19, 2024
Python

langroid

langroid / langroid

Harness LLMs with Multi-Agent Programming

information-retrieval ai llama gpt language-model agents multi-agent-systems rag openai-api gpt-4 gpt4 llm chatgpt llm-agent local-llm retrieval-augmented-generation function-calling llm-framework

Updated Dec 23, 2024
Python

WangRongsheng / awesome-LLM-resourses

🧑‍🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.

course book openai awesome-list webui llama mistral rag large-language-models llm retrieval-augmented-generation qwen

Updated Dec 22, 2024

NVIDIA / GenerativeAIExamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

microservice gpu-acceleration nemo tensorrt rag triton-inference-server large-language-models llm llm-inference retrieval-augmented-generation

Updated Dec 23, 2024
Python

swirlai / swirl-search

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.

python search search-engine bigquery django gpt metasearch unified-search relevancy ai-search federated-query rag large-language-models federated-search retrieval-augmented-generation

Updated Dec 19, 2024
Python

vearch

vearch / vearch

Distributed vector search for AI-native applications

embeddings cloud-native vectors document-retrieval rag vector-search vector-database hybrid-search ai-native retrieval-augmented-generation ai-native-database

Updated Dec 23, 2024
Go

LearnPrompt / LearnPrompt

永久免费开源的 AIGC 课程, 目前已支持Prompt Engineering, ChatGPT, Midjourney, Runway, Stable Diffusion, AI数字人，AI声音&音乐，开源大模型

agent prompt gpts gpt4 aivoice prompt-learning digital-human aimusic stable-diffusion chatgpt-app gpt-35-turbo midjourney-app retrieval-augmented-generation llms-book prompt-enginering

Updated Oct 21, 2024
JavaScript

chonkie

chonkie-ai / chonkie

🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library

ai text-processing chunking rag retrieval-augmented-generation

Updated Dec 23, 2024
Python

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