retrieval-augmented-generation · GitHub Topics

#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 nlp knowledge-curation naacl report-generation retrieval-augmented-generation emnlp2024

Python13.43 k

23 天前

FlagEmbedding

@FlagOpen

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

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

Python7.66 k

1 天前

llmware

@llmware-ai

#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 llm vector-db small-specialized-models

Python6.71 k

10 天前

TaskingAI

@TaskingAI

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

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

Python6.22 k

4 天前

R2R

@SciPhi-AI

Containerized, state of the art Retrieval-Augmented Generation (RAG) system with a RESTful API

artificial-intelligence large-language-models retrieval retrieval-augmented-generation search

Python3.67 k

1 天前

cognita

@truefoundry

#计算机科学# RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

ai deep-learning generative-ai llmops machine-learning mlops model-deployment python rag retrieval-augmented-generation

Python3.27 k

14 天前

GenerativeAIExamples

NVIDIA Corporation@NVIDIA

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

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

Python2.46 k

6 天前

FlashRAG

@RUC-NLPIR

#数据仓库# ⚡FlashRAG: A Python Toolkit for Efficient RAG Research

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

Python1.31 k

11 天前

fastembed

@qdrant

#向量搜索引擎# Fast, Accurate, Lightweight Python library to make State of the Art Embedding

embeddings openai rag retrieval retrieval-augmented-generation vector-search

Python1.07 k

5 个月前

rag-demystified

@pchunduri6

#大语言模型# An LLM-powered advanced RAG pipeline built from scratch

ai gpt llm question-answering chatgpt retrieval-augmented-generation vector-database rag

Python798

10 个月前

serverless-chat-langchainjs

Azure Samples@Azure-Samples

Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure

azure azure-functions generative-ai javascript langchain-js mongodb retrieval-augmented-generation serverless typescript rag

Bicep747

2 个月前

raptor

@parthsarthi03

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

rag retrieval retrieval-augmented-generation

Python646

5 个月前

clipper.js

@philschmid

#自然语言处理# HTML to Markdown converter and crawler.

crawl html-to-markdown markdown nlp retrieval-augmented-generation search

TypeScript261

1 年前