retrieval-augmented-generation

#自然语言处理#RAGFlow 是一款基于深度文档理解构建的开源 RAG（Retrieval-Augmented Generation）引擎

Python 55.11 k

2 天前

#大语言模型#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 Ll...

chatglm langchain 大语言模型 knowledge-base llama 聊天机器人 ChatGPT embedding faiss fastchat gpt milvus Streamlit chatchat langchain-chatglm qwen rag retrieval-augmented-generation xinference ollama

TypeScript 35.29 k

3 个月前

pathwaycom / llm-app

#大语言模型#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, a...

聊天机器人 hugging-face 大语言模型 llm-local llm-prompting llm-security llmops pathway real-time vector-index open-ai vector-database retrieval-augmented-generation 机器学习 rag

Jupyter Notebook 25.37 k

1 个月前

stanford-oval / storm

#自然语言处理#An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

large-language-models 自然语言处理 knowledge-curation naacl report-generation retrieval-augmented-generation emnlp2024 agentic-rag deep-research

Python 24.57 k

1 个月前

deepset-ai / haystack

#自然语言处理#Haystack 是一个开源 NLP 框架，利用预训练的 Transformer 模型。帮组开发者能快速实现一个生产级的语义搜索、问答、摘要和文档排名的NLP应用

Python 21.15 k

2 天前

HKUDS / LightRAG

#大语言模型#"LightRAG: Simple and Fast Retrieval-Augmented Generation"

knowledge-graph large-language-models retrieval-augmented-generation genai graphrag 大语言模型 rag gpt gpt-4

Python 17.44 k

4 天前

llmware-ai / llmware

#大语言模型#Unified framework for building enterprise RAG pipelines with small, specialized models

Parsing retrieval-augmented-generation agents generative-ai-tools llamacpp 大语言模型 small-specialized-models onnx openvino

Python 13.77 k

12 天前

neuml / txtai

#搜索#All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

Python search 机器学习自然语言处理 semantic-search vector-search txtai 大语言模型 vector-database language-model transformers sentence-embeddings large-language-models information-retrieval 搜索引擎 embeddings retrieval-augmented-generation rag 人工智能

Python 11.08 k

3 天前

FlagOpen / FlagEmbedding

#大语言模型#Retrieval and Retrieval-augmented LLMs

embeddings information-retrieval 大语言模型 sentence-embeddings text-semantic-similarity retrieval-augmented-generation

Python 9.92 k

11 天前

Olow304 / memvid

#自然语言处理#Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

人工智能 context embedded faiss knowledge-base knowledge-graph 大语言模型机器学习 memory 自然语言处理 offline-first OpenCV Python rag retrieval-augmented-generation semantic-search vector-database video-processing

Python 7.77 k

10 天前

SciPhi-AI / R2R

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

人工智能 large-language-models retrieval-augmented-generation search question-answering retrieval-systems Python rag

Python 6.97 k

5 天前

The-Pocket / PocketFlow

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

agents flow-based-programming flow-engineering llm-agent llm-framework agentic-workflow agentic-ai agentic-framework aiagent aiagents workflow workflow-orchestration ai-framework 人工智能 retrieval-augmented-generation 大语言模型 large-language-models

Python 5.45 k

9 天前

WangRongsheng / awesome-LLM-resources

#Awesome#🧑‍🚀 全世界最好的LLM资料总结（视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

Awesome Lists book course large-language-models llama 大语言模型 rag retrieval-augmented-generation webui mistral openai qwen

5.44 k

2 天前

simular-ai / Agent-S

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

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

Python 5.44 k

6 天前

TaskingAI / TaskingAI

#大语言模型#The open source platform for AI-native application development.

人工智能 ai-native generative-ai gpt 大语言模型 vector rag retrieval-augmented-generation agent function-call langchain

Python 5.13 k

6 个月前

truefoundry / cognita

#大语言模型#RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

人工智能深度学习 generative-ai llmops 机器学习 mlops model-deployment Python rag retrieval-augmented-generation TypeScript agent application data fine-tuning 框架大语言模型 llm-ops

Python 4.1 k

4 个月前

Marker-Inc-Korea / AutoRAG

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

analysis automl benchmarking document-parser embeddings evaluation 大语言模型 llm-evaluation llm-ops Open Source ops optimization pipeline Python qa rag rag-evaluation retrieval-augmented-generation

Python 4.03 k

1 个月前

langroid / langroid

#大语言模型#Harness LLMs with Multi-Agent Programming

agents ChatGPT gpt gpt-4 gpt4 language-model 大语言模型 llm-agent multi-agent-systems openai-api 人工智能 llm-framework llama local-llm function-calling information-retrieval rag retrieval-augmented-generation

Python 3.4 k

2 天前

NVIDIA / GenerativeAIExamples

#大语言模型#Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

gpu-acceleration large-language-models 大语言模型 llm-inference 微服务 nemo rag retrieval-augmented-generation tensorrt triton-inference-server

Jupyter Notebook 3.18 k

5 天前

LearningCircuit / local-deep-research

#搜索#Local Deep Research is an AI-powered assistant that transforms complex questions into comprehensive, cited reports by conducting iterative analysis using any LLM across diverse knowledge sources inclu...

academia 人工智能 arxiv brave deep-research gemma llama local local-llm mistral research research-tool retrieval-augmented-generation search 搜索引擎 searxng 自托管 wikipedia

Python 2.86 k

16 小时前