The Wayback Machine - https://web.archive.org/web/20231217070409/https://github.com/topics/rag

#

rag

Here are 260 public repositories matching this topic...

quivr

StanGirard / quivr

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation

chat productivity pdf ai local personal function embeddings assistant private gpt brain second rag second-brain gpts llm langchain retrieval-augmented-generation

Updated Dec 17, 2023
TypeScript

run-llama / llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

application data framework agents fine-tuning rag vector-database llm llamaindex

Updated Dec 17, 2023
Python

zhayujie / chatgpt-on-wechat

Wechat robot based on ChatGPT, which using OpenAI api and itchat library. 使用大模型搭建微信聊天机器人，基于 GPT3.5/GPT4.0/Claude/文心一言/讯飞星火/通义千问/Gemini/LinkAI，支持个人微信、公众号、企业微信、飞书部署，能处理文本、语音和图片，访问操作系统和互联网，支持基于知识库定制专属机器人。

ai python3 gemini openai wechat wechat-bot rag feishu-bot gpt-4 llm chatgpt wenxinyiyan qwen xunfei-spark linkai

Updated Dec 17, 2023
Python

dify

langgenius / dify

An Open-Source Assistants API and GPTs alternative. Dify.AI is an LLM application development platform. It integrates the concepts of Backend as a Service and LLMOps, covering the core tech stack required for building generative AI-native applications, including a built-in RAG engine.

python ai orchestration openai gpt backend-as-a-service rag gpt-4 llm langchain llama2

Updated Dec 17, 2023
TypeScript

labring / FastGPT

FastGPT is a knowledge-based QA system built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!

react nextjs openai gpt rag gpt-4 llm gpt35 gpt-35-turbo

Updated Dec 15, 2023
TypeScript

anything-llm

Mintplex-Labs / anything-llm

Open-source ChatGPT experience for both open and closed source LLMs, embedders, and vector databases. Unlimited documents, messages, and concurrent users with permission management in one app.

Updated Dec 16, 2023
JavaScript

txtai

neuml / txtai

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

Updated Dec 13, 2023
Python

run-llama / rags

Build ChatGPT over your data, all with natural language

agent chatbot openai rag streamlit gpts llm chatgpt llamaindex

Updated Dec 16, 2023
Python

danswer-ai / danswer

Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.

natural-language-processing information-retrieval enterprise-search rag enterprise-tools generative-ai retrieval-augmented-generation

Updated Dec 15, 2023
Python

SciSharp / BotSharp

The AI Agent Framework in .NET

nlp semantic chatbot nlu artificial-intelligence chatbot-framework rag llm chatgpt

Updated Dec 15, 2023
SCSS

promptfoo / promptfoo

Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality.

testing prompts rag llm prompt-engineering llmops prompt-testing

Updated Dec 17, 2023
TypeScript

llm-app

pathwaycom / llm-app

LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.

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 14, 2023
Python

llmware-ai / llmware

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

python nlp machine-learning information-retrieval ai parsing transformers pytorch embeddings question-answering semantic-search bert faiss rag embedding-vectors milvus large-language-models generative-ai retrieval-augmented-generation

Updated Dec 15, 2023
Python

swirlai / swirl-search

Swirl is open-source software that uses AI to simultaneously search multiple content and data sources, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers from your own data.

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

Updated Dec 15, 2023
Python

epsilla-cloud / vectordb

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

infrastructure search-engine data-science data machine-learning database ai neural-network retrieval embeddings rag vector-search vector-database neural-search embeddings-similarity llms chatgpt

Updated Dec 17, 2023
C++

kernel-memory

microsoft / kernel-memory

Index and query any data using LLM and natural language, tracking sources and showing citations.

memory indexing semantic-search rag llm

Updated Dec 16, 2023
C#

contoso-real-estate

Azure-Samples / contoso-real-estate

Intelligent enterprise-grade reference architecture for JavaScript, featuring OpenAI integration, Azure Developer CLI template and Playwright tests.

nodejs javascript angular cloud serverless stripe azure architecture strapi next rag playwright azd-templates azureopenai

Updated Dec 15, 2023
JavaScript

langroid

langroid / langroid

Harness LLMs with Multi-Agent Programming

information-retrieval ai question-answering 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 17, 2023
Python

NeumAI

NeumTry / NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

python data database ai ops pipeline etl retrieval embeddings data-engineering vectors rag mlops vector-database llm chatgpt llmops

Updated Dec 14, 2023
Python

pchunduri6 / rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

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

Updated Oct 30, 2023
Python

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