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retrieval-augmented-generation

Here are 1,173 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 Oct 30, 2025
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 deep-research

Updated Sep 30, 2025
Python

HKUDS / LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

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

Updated Nov 6, 2025
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 Jul 24, 2025
Python

txtai

neuml / txtai

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

Updated Nov 5, 2025
Python

FlagOpen / FlagEmbedding

Retrieval and Retrieval-augmented LLMs

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

Updated Oct 22, 2025
Python

Olow304 / memvid

Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

python nlp opencv machine-learning embedded ai offline-first memory context knowledge-graph video-processing knowledge-base semantic-search faiss rag vector-database llm retrieval-augmented-generation

Updated Oct 12, 2025
Python

HKUDS / RAG-Anything

"RAG-Anything: All-in-One RAG Framework"

retrieval-augmented-generation multi-modal-rag

Updated Oct 20, 2025
Python

PocketFlow

The-Pocket / PocketFlow

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

Updated Aug 13, 2025
Python

simular-ai / Agent-S

Agent S: an open agentic framework that uses computers like a human

memory planning cua ai-agents grounding computer-automation mllm retrieval-augmented-generation in-context-reinforcement-learning agent-computer-interface gui-agents computer-use computer-use-agent

Updated Oct 31, 2025
Python

SciPhi-AI / R2R

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

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

Updated Aug 17, 2025
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

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 Nov 6, 2025
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 Sep 1, 2025
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 Oct 29, 2025
Python

LearningCircuit / local-deep-research

Local Deep Research achieves ~95% on SimpleQA benchmark (tested with GPT-4.1-mini). Supports local and cloud LLMs (Ollama, Google, Anthropic, ...). Searches 10+ sources - arXiv, PubMed, web, and your private documents. Everything Local & Encrypted.

Updated Nov 5, 2025
Python

yichuan-w / LEANN

RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

python privacy ai offline-first localstorage vectors faiss rag vector-search vector-database llm langchain llama-index retrieval-augmented-generation ollama gpt-oss

Updated Nov 5, 2025
Python

RUC-NLPIR / FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

benchmark datasets large-language-models retrieval-augmented-generation

Updated Nov 6, 2025
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 Nov 5, 2025
Python

MemTensor / MemOS

MemOS (Preview) | Intelligence Begins with Memory

agent tree neo4j memory memory-management lora language-model memos long-term-memory rag memory-scheduling kv-cache memory-retrieval llm retrieval-augmented-generation llm-memory memcube memory-operating-system

Updated Nov 6, 2025
Python

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