The Wayback Machine - https://web.archive.org/web/20231212053920/https://github.com/topics/rag

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rag

Here are 243 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 11, 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 12, 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/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 openai wechat wechat-bot rag feishu-bot gpt-4 llm chatgpt wenxinyiyan qwen xunfei-spark linkai

Updated Dec 11, 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 12, 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 12, 2023
TypeScript

txtai

neuml / txtai

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

Updated Dec 10, 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 7, 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 12, 2023
Python

anything-llm

Mintplex-Labs / anything-llm

Open-source ChatGPT equivalent experience for both open and close source LLMs, embedders, and vector databases. Supports unlimited documents, threads, and concurrent users and management all in a very clean UI.

Updated Dec 11, 2023
JavaScript

SciSharp / BotSharp

The AI Agent Framework in .NET

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

Updated Dec 12, 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 11, 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 Nov 28, 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 12, 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 11, 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 11, 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 12, 2023
C#

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 11, 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 12, 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

Neurite

satellitecomponent / Neurite

Neurite: Fractal Mind Map

ai fractals mindmap rag second-brain retrieval-augmented-generation auto-ai

Updated Dec 4, 2023
JavaScript

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