Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Projects in Awesome Lists tagged with rag

A curated list of projects in awesome lists tagged with rag .

https://github.com/LazyAGI/LazyLLM

Easyest and lazyest way for building multi-agent LLMs applications.

agents ai-agent data deep-learning documentation-tool finetuning framework knowlege-graph langchain lazyllm llamaindex llm llms rag

Last synced: 02 Aug 2024

https://github.com/aws-samples/generative-ai-use-cases-jp

すぐに業務活用できるビジネスユースケース集付きの安全な生成AIアプリ実装

aws bedrock chatbot claude claude3 command-r generative-ai image-generation lambda llama2 llama3 llm mistral rag react sagemaker typescript

Last synced: 27 Sep 2024

https://github.com/gcui-art/album-ai

AI-First Album: Chat with your gallery using plain language! LLM Vision + RAG + Album/Gallery.

ai album gallery gpt-4o-mini haiku image llm rag

Last synced: 31 Jul 2024

https://github.com/shibing624/chatpdf

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能,基于本地LLM、embedding模型、reranker模型实现,无须安装任何第三方agent库。

chatdoc chatpdf llm local-rag pdf rag

Last synced: 03 Oct 2024

https://github.com/your-papa/obsidian-smart2brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

ai chatgpt embeddings obsidian-md obsidian-plugin ollama rag

Last synced: 27 Sep 2024

https://github.com/lancedb/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

Last synced: 01 Aug 2024

https://github.com/redis-developer/arxivchatguru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 26 Sep 2024

https://github.com/louisfb01/start-llms

A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

ai fine-tuning gpt gpt-4 language-model large-language-models llama llm llms rag retrieval-augmented-generation

Last synced: 01 Aug 2024

https://github.com/decodingml/llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

aws bytewax comet-ml course docker generative-ai infrastructure-as-code large-language-models llmops machine-learning-engineering ml-system-design mlops pulumi qdrant qwak rag superlinked

Last synced: 31 Jul 2024

https://github.com/shibing624/ChatPDF

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF

chatdoc chatpdf llm local-rag pdf rag

Last synced: 01 Aug 2024

https://github.com/evilpsycho/play-with-llms

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs,如何基于RAG、Agent、Chain构建有趣的LLMs应用。

agent baichuan2 chatgpt gpt large-language-models llama2 llms mistral rag retrieval-augmented-generation

Last synced: 27 Sep 2024

https://github.com/jonfairbanks/local-rag

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

large-language-models llm ollama rag retrieval-augmented-generation

Last synced: 27 Sep 2024

https://github.com/PrithivirajDamodaran/FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search

Last synced: 03 Aug 2024

https://github.com/xianshang33/llm-paper-daily

Daily updated LLM papers. 每日更新 LLM 相关的论文,欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

agent chatgpt large-language-models llm rag

Last synced: 02 Aug 2024

https://github.com/evanhu1/talk2arxiv

Talk to any ArXiv paper using ChatGPT

arxiv gpt llm open-source rag research

Last synced: 02 Aug 2024

https://github.com/rafalwilinski/cloudflare-rag

Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare

chatgpt cloudflare llm rag

Last synced: 29 Sep 2024

https://github.com/QmiAI/Qmedia

An open-source AI content search engine designed specifically for content creators. Supports extraction of text, images, and short videos. Allows full local deployment (web app, RAG server, LLM server). Supports multi-modal RAG content Q&A.

content content-search rag search search-engine video

Last synced: 03 Aug 2024

https://github.com/video-db/streamrag

Video Search and Streaming Agent 🕵️‍♂️

agent chatgpt llm rag search search-engine video video-processing video-streaming

Last synced: 02 Aug 2024

https://github.com/erikbjare/gptme

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web, vision.

ai-agents ai-assistant autogpt chatbot chatgpt cli code-generation gpt-engineer llamacpp llm llm-agent llm-apps openai rag

Last synced: 27 Sep 2024

https://github.com/IntelLabs/RAGFoundry

Framework for enhancing LLMs for RAG tasks using fine-tuning.

evaluation fine-tuning information-retrieval llm nlp question-answering rag semantic-search

Last synced: 21 Aug 2024

https://github.com/SciPhi-AI/agent-search

AgentSearch is a framework for powering search agents and enabling customizable local search.

artificial-intelligence information-retrieval llms rag retrieval-augmented-generation search search-engine

Last synced: 31 Jul 2024

https://github.com/video-db/StreamRAG

Video Search and Streaming Agent 🕵️‍♂️

agent chatgpt llm rag search search-engine video video-processing video-streaming

Last synced: 01 Aug 2024

https://github.com/baidubce/app-builder

appbuilder-sdk, 千帆AppBuilder-SDK帮助开发者灵活、快速的搭建AI原生应用

agent ai-native appbuilder assistant-api erniebot large-language-models llm llms qianfan rag

Last synced: 01 Aug 2024

https://github.com/RafalWilinski/cloudflare-rag

Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare

chatgpt cloudflare llm rag

Last synced: 11 Sep 2024

https://github.com/neurocult/agency

🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.

agents ai artificial-general-intelligence artificial-intelligence artificial-neural-networks autonomous-agents chatgpt generative-ai go golang gpt language-models llm llmops machine-learning neural-network nlp openai rag vector-database

Last synced: 01 Aug 2024

https://github.com/abgulati/LARS

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

genai llms rag

Last synced: 01 Aug 2024

https://github.com/KruxAI/ragbuilder

A toolkit to create optimal Production-ready RAG setup for your data

developer-tools genai rag

Last synced: 24 Sep 2024

https://github.com/microsoft/rag_hack

Hack Together: RAG Hack | Register, Learn, Hack

ai azure hackathon rag streams

Last synced: 26 Sep 2024

https://github.com/truefoundry/cognita

Cognita by TrueFoundry - Framework for building modular, open source RAG applications for production.

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

Last synced: 31 Jul 2024

https://github.com/supabase-community/chatgpt-your-files

Production-ready MVP for securely chatting with your documents using pgvector

ai db embeddings ml rag supabase vector

Last synced: 27 Sep 2024

https://github.com/your-papa/obsidian-Smart2Brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

ai chatgpt embeddings obsidian-md obsidian-plugin ollama rag

Last synced: 07 Aug 2024

https://github.com/win4r/graphrag4openwebui

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and search engines. This tool simplifies graph-based retrieval integration in open web environments.

aiagents graphrag llms ollama openai openwebui rag

Last synced: 27 Sep 2024

https://github.com/apocas/restai

RestAI is an AIaaS (AI as a Service) open-source platform. Built on top of LlamaIndex, Ollama and HF Pipelines. Supports any public LLM supported by LlamaIndex and any local LLM suported by Ollama. Precise embeddings usage and tuning.

embeddings fastapi langchain llama llamaindex llava llm ollama openai openaiapi python rag stable-diffusion transformers

Last synced: 27 Sep 2024

https://github.com/thomasvitale/llm-apps-java-spring-ai

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

embeddings generative-ai large-language-models llm ollama openai rag spring-ai

Last synced: 27 Sep 2024

https://github.com/vndee/local-assistant-examples

Build your own ChatPDF and run them locally

langchain llm ollama rag

Last synced: 01 Oct 2024

https://github.com/superagent-ai/super-rag

Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank and Code Interpreters in one simple API.

agents ai embeddings inference rag vector-database

Last synced: 31 Jul 2024

https://github.com/openbmb/repoagent

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm chatgpt chatgpt-api gpt gpt-4 langchain llama llama-index llms qwen rag repo-level-debugging

Last synced: 07 Aug 2024

https://github.com/OpenBMB/RepoAgent

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm chatgpt chatgpt-api gpt gpt-4 langchain llama llama-index llms qwen rag repo-level-debugging

Last synced: 31 Jul 2024

https://github.com/neuml/txtchat

💭 Retrieval augmented generation (RAG) and language model powered search applications

large-language-models llm machine-learning nlp python rag retrieval-augmented-generation search txtai

Last synced: 31 Jul 2024

https://github.com/danny-avila/rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

api api-rest embeddings fastapi langchain pgvector postgresql psql python rag vector vector-database

Last synced: 27 Sep 2024

https://github.com/paulpierre/markdown-crawler

A multithreaded 🕸️ web crawler that recursively crawls a website and creates a 🔽 markdown file for each page, designed for LLM RAG

html-to-markdown html-to-markdown-converter html2md llm llmops markdown markdown-crawler markdown-parser markdown-scraper md-crawler rag web-scraper

Last synced: 01 Aug 2024

https://github.com/upstash/semantic-cache

A fuzzy key value store based on semantic similarity rather lexical equality.

ai llm rag search semantic upstash upstash-sdk

Last synced: 30 Sep 2024

https://github.com/lin-jun-xiang/docgpt-langchain

🔐Free GPT-3.5 chat with your docs (PDF, WORD, CSV, TXT)

chatgpt chatpdf csv docx gpt gpt-3 gpt3 gpt4 gpt4free langchain llm openai pdf python rag streamlit txt word

Last synced: 26 Sep 2024

https://github.com/MLT-OSS/open-assistant-api

The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework, supporting customized extensions for LLM, RAG, function call, and tools capabilities. It also supports seamless integration with the openai/langchain sdk.

agent ai assistants chatgpt gpt gpt-4 gpts langchain llm openai openai-api python rag

Last synced: 31 Jul 2024

https://github.com/Lin-jun-xiang/docGPT-langchain

🔐Free GPT-3.5 chat with your docs (PDF, WORD, CSV, TXT)

chatgpt chatpdf csv docx gpt gpt-3 gpt3 gpt4 gpt4free langchain llm openai pdf python rag streamlit txt word

Last synced: 01 Aug 2024

https://github.com/wangzongming/esp-ai

The simplest and most cost-effective AI integration solution, enabling any device to achieve intelligent conversation functionality (based on ESP development boards). If you like this project, please give it a Star! | 最简单、最低成本的AI接入方案,让任何物品都能实现智能对话功能(基于ESP开发板)。喜欢本项目的话点个 Star 吧,您的一个 Star 对目前的仓库发展非常重要

aiot arduino arduino-llm esp-ai esp32 esp32-ai esp32-idf esp32-llm esp8266 iat llm rag tts

Last synced: 27 Sep 2024

https://github.com/blob42/Instrukt

Integrated AI environment in the terminal. Build, test and instruct agents.

agent-executor agents ai containers developer-tools gpt langchain llm rag terminal tui

Last synced: 30 Jul 2024

https://github.com/Anush008/fastembed-rs

Library for generating vector embeddings, reranking in Rust

embeddings rag retrieval retrieval-augmented-generation vector-search

Last synced: 02 Aug 2024

https://github.com/TonicAI/tonic_validate

Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.

evaluation-framework evaluation-metrics large-language-models llm llmops llms rag retrieval-augmented-generation

Last synced: 01 Aug 2024

https://github.com/cognitivetech/ollama-ebook-summary

LLM for Long Text Summary (Comprehensive Bulleted Notes)

generative-ai gpt llm localai localgpt privategpt privategpt4linux rag summarization

Last synced: 15 Aug 2024

https://github.com/nisaaragharia/advanced_rag

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

agent agents ai chatgpt genai langchain llama3 llm machine-learning nlp openai rag retrival-augmented vectordb

Last synced: 27 Sep 2024

https://github.com/cognitivetech/llm-long-text-summarization

LLM for Long Text Summary (Comprehensive Bulleted Notes) : Walkthrough and Model Rankings

generative-ai gpt llm localai localgpt privategpt privategpt4linux rag summarization

Last synced: 31 Jul 2024

https://github.com/Quansight/ragna

RAG orchestration framework ⛵️

llm rag

Last synced: 01 Aug 2024

https://github.com/yokingma/search_with_ai

🤖 Free Search with AI, 💡 Open-Source Perplexity, 📍 Support Ollama/SearXNG, Support Docker deployment. 让AI大模型和搜索引擎回答你的问题,支持本地大模型(Ollama)、聚合搜索引擎SearXNG,支持Docker一键部署。

ai chatgpt free llm perplexity rag search

Last synced: 31 Jul 2024

https://github.com/philippgille/chromem-go

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

chroma chromadb cosine-similarity embedded embeddings go golang in-memory llm llms nearest-neighbor rag retrieval-augmented-generation vector-database vector-search

Last synced: 01 Aug 2024

https://github.com/amscotti/local-llm-with-rag

Running local Language Language Models (LLM) to perform Retrieval-Augmented Generation (RAG)

chatbot embeddings langchain llm mistral ollama python rag retrieval-augmented-generation streamlit

Last synced: 26 Sep 2024

https://github.com/gpt-open/rag-gpt

RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.

deepseek gpt gpt-4o llm nextjs ollama openai python rag zhipu-api

Last synced: 27 Sep 2024

https://github.com/hughlv/agentok

AutoGen Visualized - Build Multi-Agent Apps with Drag-and-Drop Simplicity.

agent artificial-intelligence autogen gpt llm openai rag

Last synced: 01 Aug 2024

https://github.com/k8ssandra/k8ssandra-operator

The Kubernetes operator for K8ssandra

cassandra k8s kubernetes rag vector-database

Last synced: 29 Sep 2024

https://github.com/cohere-ai/quick-start-connectors

This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data.

connectors generative-ai llm rag

Last synced: 01 Oct 2024

https://github.com/microsoft/rag-experiment-accelerator

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

acs azure chunking dense embedding evaluation experiment genai indexing information-retrieval llm openai rag sparse vectors

Last synced: 01 Aug 2024

https://github.com/mendableai/rag-arena

RAG Arena is an open-source Next.js project made by Mendable.ai that interfaces with LangChain to provide a RAG chatbot experience where queries receive multiple responses. Users vote on these responses, which are then unblurred to reveal the Retriever used, differentiating the chatbots by their data retrieval methods.

ai chatbot langchain langchain-typescript mendable nextjs rag retrieval

Last synced: 13 Aug 2024

https://github.com/smalltong02/keras-llm-robot

A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

chatbot chatgpt faiss fastchat gemini knowledgebase llm milvus multimodal pgvector rag speech-to-text streamlit text-to-speech vectorization

Last synced: 02 Aug 2024

https://github.com/eliranwong/letmedoit

An advanced AI assistant that leverages the capabilities of ChatGPT API, Gemini Pro, AutoGen, and open-source LLMs, enabling it both to engage in conversations and to execute computing tasks on local devices.

ai api autogen chatgpt gemini google interpreter microsoft multimodal openai rag

Last synced: 01 Oct 2024

https://github.com/amscotti/local-LLM-with-RAG

Running local Language Learning Models to perform Retrieval-Augmented Generation

embeddings langchain llm mistral ollama python rag

Last synced: 01 Aug 2024

https://github.com/fate-ubw/raglab

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation

rag retrieval-augmented-generation

Last synced: 01 Sep 2024

https://github.com/bytedesk/bytedesk

AI powered team im & customer service,alternative to slack + zendesk/intercom

ai chatbot chatpdf gpt helpdesk langchain livechat openai rag team

Last synced: 01 Oct 2024

https://github.com/mongodb/chatbot

MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.

azure-openai chatbot chatgpt mongodb mongodb-atlas openai rag retrieval-augmented-generation retrieval-augmented-qa vector-search

Last synced: 26 Sep 2024

https://github.com/premai-io/premsql

End-to-End Local-First Text-to-SQL Pipelines

database llama llm opensource rag text-to-sql

Last synced: 01 Oct 2024

https://github.com/avrabyt/RAG-Chatbot

RAG enabled Chatbots using LangChain and Databutton

chatbot databutton langchain langchain-python rag rag-implementation

Last synced: 13 Aug 2024

https://github.com/anakin87/mistral-haystack

Mistral + Haystack: build RAG pipelines that rock 🤘

haystack large-language-models llm rag retrieval-augmented-generation

Last synced: 03 Oct 2024

https://github.com/hupe1980/golc

🚀 Building Go applications with LLMs through composability

agents ai ai21 anthropic bedrock cohere ernie gemini genai go golang huggingface langchain language-model llm openai palm prompt-engineering rag

Last synced: 01 Oct 2024

https://github.com/ocularengineering/ocular

Open Core Enterprise Search

ai chatgpt enterprise-search llm rag

Last synced: 02 Aug 2024

https://github.com/OcularEngineering/ocular

Open Core Enterprise Search

ai chatgpt enterprise-search llm rag

Last synced: 04 Aug 2024

https://github.com/nvidia/nim-anywhere

Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench

genai langchain lcel llama llama3 llm nim nvidia nvwb-project rag

Last synced: 27 Sep 2024

https://github.com/naver/bergen

Benchmarking library for RAG

augmentation generation llms rag retrieval

Last synced: 02 Aug 2024

https://github.com/leonid20000/odinrunes

Odin Runes, a java-based GPT client, facilitates interaction with your preferred GPT model right through your favorite text editor. There is more: It also facilitates prompt-engineering by extracting context from diverse sources using technologies such as OCR, enhancing overall productivity and saving costs.

ai-assistant chatgpt-app custom-gpt gemini-api gemini-pro gpt-4o-mini gpt-cli gpt-client hacktoberfest llama3 mistral natural-language-processing ollama ollama-gui productivity productivity-tool prompt-engineering prompt-toolkit rag writing-tool

Last synced: 27 Sep 2024

https://github.com/shadowfax92/Fyin

Open source alternative to Perplexity AI with ability to run locally

llm ollama openai rag rust

Last synced: 02 Aug 2024

https://github.com/bosun-ai/swiftide

Fast, streaming indexing and query library for AI (RAG) applications, written in Rust

ai data indexing llm llmops ml rag

Last synced: 17 Aug 2024

https://github.com/dexaai/dexter

LLM tools used in production at Dexa

llms openai rag

Last synced: 31 Jul 2024

https://github.com/jonaskahn/asktube

AskTube - An AI-powered YouTube video summarizer and QA assistant powered by Retrieval Augmented Generation (RAG) 🤖. Run it entirely on your local machine with Ollama, or cloud-based models like Claude, OpenAI, Gemini, Mistral, and more.

ai-agent ai-agents ai-bot claude gemini gpt gpt-4o gpt-4o-mini llama3 mistral nuxt ollama openai python qwen2 rag speech-to-text voyageai youtube

Last synced: 01 Oct 2024

https://github.com/ScrapeGraphAI/Scrapegraph-LabLabAI-Hackathon

Code for the streamlit demo of Scrapegraph-ai for GPT4-hackaton

llm openai-hackathon rag streamlit

Last synced: 31 Jul 2024