Conversational RAG Agents Embedding Tools
AI chatbot systems that combine embeddings, vector search, and LLMs to enable multi-turn conversations with custom documents, files, or knowledge bases. Does NOT include voice agents, sales/support workflows, or single-query QA systems.
There are 90 conversational rag agents tools tracked. 1 score above 50 (established tier). The highest-rated is microsoft/simplechat at 56/100 with 121 stars.
Get all 90 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=conversational-rag-agents&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
microsoft/simplechat
Secure AI conversations with documents, video, audio, and more. Personal... |
|
Established |
| 2 |
yatendra2001/ai_buddy
Your personal free-to-use AI assistant, built with gemini & flutter. |
|
Emerging |
| 3 |
ksm26/LangChain-Chat-with-Your-Data
Explore LangChain and build powerful chatbots that interact with your own... |
|
Emerging |
| 4 |
doingthisalright/chatgpt-langchain-qna-on-your-docs
Personalize ChatGPT using LangChain, and get answers from your own documents... |
|
Emerging |
| 5 |
codingforentrepreneurs/talk-to-django
Learn how to talk to Django as any human should -- e.g. Semantic Search and... |
|
Emerging |
| 6 |
LebToki/Chat-with-Ollama
A modern, RAG-powered AI chat application that integrates with Ollama for... |
|
Emerging |
| 7 |
LazaUK/AOAI-LangChain-Milvus
Custom document-based QnA, powered by Azure OpenAI, LangChain and Milvus. |
|
Experimental |
| 8 |
hunter-meloche/headlines-gpt
Scrapes headlines from CNN and FOX, then has ChatGPT do cross-analysis |
|
Experimental |
| 9 |
thegeorgenikhil/docsGPT
DocsGPT is a powerful web app that allows you to embed your documents then... |
|
Experimental |
| 10 |
smsharma/ChatJesseT
A cybernetic physicist sent back in time to fuse techniques from quantum... |
|
Experimental |
| 11 |
rohit180497/Coffee-Shop-AI-Agents
This project is an innovative coffee shop application designed to bring an... |
|
Experimental |
| 12 |
sanikamal/career-advisor-chatbot
Career Advisor Chatbot Powered by Gemini, LangChain, and Streamlit |
|
Experimental |
| 13 |
jayeshironside/Langchain_Projects
Using langchain framework created some useful Ai applications. |
|
Experimental |
| 14 |
probstlukas/gpt3-dementia-detection
Predicting Dementia Based on Speech Using GPT-3 Text Embeddings. |
|
Experimental |
| 15 |
neondatabase/ask-neon
Chatbot: Search your own knowledge base by semantic similarity |
|
Experimental |
| 16 |
Erlemar/Simple_chat_bot
Simple nlp chatbot |
|
Experimental |
| 17 |
jawwad-ali/ai-customer-support-agent
AI customer support agent with semantic search — handles Gmail, WhatsApp &... |
|
Experimental |
| 18 |
elh/gpt-doc-chat
My early impl of the overplayed doc Q&A use case |
|
Experimental |
| 19 |
wjddusrb03/chatmind
ChatMind: Semantic search for Discord & KakaoTalk chat messages. Search by... |
|
Experimental |
| 20 |
medoidai/givebackgpt
An initiative to build a fair and sustainable AI ecosystem by identifying... |
|
Experimental |
| 21 |
jmndao/mongoose-ai
AI-powered Mongoose plugin for intelligent document processing |
|
Experimental |
| 22 |
Salut1231/wyoming-voice-match
🗣 Verify speaker identity and clean voice audio for accurate speech-to-text... |
|
Experimental |
| 23 |
Lautloserspieler/JarvisCore
J.A.R.V.I.S. Core - AI Assistant mit lokalen LLMs, Voice Control,... |
|
Experimental |
| 24 |
TheRealAnakin/StickerSelector
🎨 Enhance AI conversations by selecting the perfect sticker from your... |
|
Experimental |
| 25 |
yanliu1111/ChatGPT-API-embeddings-Supabase
🤖 It is basic tools build for scraping & embedding text. The main... |
|
Experimental |
| 26 |
Reza-Ardestani/Advanced-NLP-and-ChatBot-at-MCI-company
ChatBot course, Prof. Saeedeh Momtazi, MCI.ir , MCI , Hamrah.academy , همراه... |
|
Experimental |
| 27 |
Almaskhan123/WeKnora
🔗 Connect and enhance your communication with WeKnora, a powerful platform... |
|
Experimental |
| 28 |
UziTaken/SalesBoost
🤖 Boost sales performance with this AI platform that enables multi-agent... |
|
Experimental |
| 29 |
voyagi/ai-support-chat
AI support chatbot with RAG, embeddable widget, and admin panel. Next.js +... |
|
Experimental |
| 30 |
22AD040/gen-enterprise-ai-nexus
Enterprise-grade Generative AI platform with Semantic Search, Knowledge... |
|
Experimental |
| 31 |
gregormcw/notable
Voice-first note capture and semantic retrieval. |
|
Experimental |
| 32 |
AzizBenAli/Chatbot-with-additional-Knowledge-and-Data-Exploration-features
Develop an advanced chatbot leveraging cutting-edge technologies capable of... |
|
Experimental |
| 33 |
Benjamindaoson/SalesBoost
AI Sales Champion Replication Platform - Production-Ready Multi-Agent System... |
|
Experimental |
| 34 |
Zakinator123/ask-airy
An Airtable extension that enables semantic search and Q&A using gpt-3.5 |
|
Experimental |
| 35 |
andrecodea/voc-analytics-with-embeddings
VoCAPI is an agentic voice of customer analytics API |
|
Experimental |
| 36 |
sariasruiz/AIeventLogGenerator
Chat AI Event Log Generator |
|
Experimental |
| 37 |
manojrammurthy/ollama-local-chatgpt
Local ChatGPT using Ollama + Python (Streaming + PDF RAG + Embeddings +... |
|
Experimental |
| 38 |
Xwits-Developers/dhiya-npm
Dhiya — A fully client-side RAG chatbot powered by Google Chrome’s native... |
|
Experimental |
| 39 |
quoccuongLE/rag_llama_index_app
Unleash potential utilities of LLM models with Llama Index |
|
Experimental |
| 40 |
MichaelBehr/Empathetic_Chatbot
NLP project myself, and Ye Fan developed for ECE 657. |
|
Experimental |
| 41 |
Vivek-Lahole/ai-chat-app
An ai-chat-app to virtually create/train your custom imaginary... |
|
Experimental |
| 42 |
WasifSohail5/HidayahAI
HidayahAI is a state-of-the-art web application that leverages advanced AI... |
|
Experimental |
| 43 |
robsware/LLMTheBox
A way to apply chatgtp4 to HTB writeups using embeddings. |
|
Experimental |
| 44 |
Bassem-Yacoube/moviebot
A code sample that shows how to use 🦜️🔗langchain, FAISS and a hosted LLM... |
|
Experimental |
| 45 |
DriftOS/driftos-embed
Lightweight semantic conversation routing engine. Embedding-based drift... |
|
Experimental |
| 46 |
BruceMacD/mnemosyne
Use ChatGPT with a private local memory |
|
Experimental |
| 47 |
regisdantas/mavis-ai-assistant
A Python-powered virtual AI assistant with OpenAI GPT, Ollama, LangChain,... |
|
Experimental |
| 48 |
raphauy/drivegpt.chat
This project aims to develop a chat platform that leverages embeddings and a... |
|
Experimental |
| 49 |
Deepak-527/local-ai-chat
🖥️ Run the Mistral 7B language model locally on low-resource systems with a... |
|
Experimental |
| 50 |
KienPC1234/Emotica-AI
Emotica AI is a compassionate and therapeutic virtual assistant designed to... |
|
Experimental |
| 51 |
rep-919/ai-support-chat
🤖 Enhance customer support with an AI chat platform that delivers... |
|
Experimental |
| 52 |
devraftel/shopfusionai
Visit shopfusion-ai.vercel.app tap the Chat Icon on right bottom and start... |
|
Experimental |
| 53 |
172478394/chatkore
chatkore为开发者提供优质稳定的OpenAI相关的API调用接口，方便国内用户使用各类开源ChatGPT项目或者AI领域的库的使用。 |
|
Experimental |
| 54 |
rawcsav/Hinterview
Hinterview is a powerful tool designed to transcribe, process, and provide... |
|
Experimental |
| 55 |
different-ai/embedbase-siri-gpt4-paul-graham
Ask question to Siri about Paul Graham essays using Embedbase and GPT4 |
|
Experimental |
| 56 |
Runar-Olsen/ai-support-api
En moderne AI-drevet kundestøtte-API-tjeneste bygget med FastAPI, vector... |
|
Experimental |
| 57 |
maariogutierrez/GreenChoiceAI
GreenChoiceAI routes questions to the most cost-efficient LLM based on... |
|
Experimental |
| 58 |
Yupsecous/chatgpt-langchain
Personalize ChatGPT using LangChain, and get answers from your own documents... |
|
Experimental |
| 59 |
MAHamzaAK/liquid-voice-agent
🤖 Transform sales conversations with an AI voice chatbot that coaches using... |
|
Experimental |
| 60 |
nem035/tim.nem.ai
AI chat with Tim Ferriss or any of his past guests |
|
Experimental |
| 61 |
pierrebrunelle/infinite-memory-discord-bot
A context-aware Discord bot with semantic search and conversational memory.... |
|
Experimental |
| 62 |
eren23/knowledgegpt-webapp
A basic web interface for your personal Q&A bot with documents, based on KnowledgeGPT |
|
Experimental |
| 63 |
jacopofar/chat-simulation-tools
Generate and store a corpus from English and Italian Telegram logs, extract... |
|
Experimental |
| 64 |
MuhammadZain521529/PornHubRichPresence
Display your current PornHub video on Discord with live status updates using... |
|
Experimental |
| 65 |
Sommie09/brainy-docs
BrainyDocs is an AI-powered document chat application. Built with OpenAI... |
|
Experimental |
| 66 |
Jainil570/TMDB-Movieflix-Chatbot
Ask Movieflix, Discover Movies |
|
Experimental |
| 67 |
Advaitgaur004/CogniParse
Ethical AI: Grounding Truth in Data |
|
Experimental |
| 68 |
prodev880110/GPT3Discord
A robust, all-in-one GPT3 interface for Discord. Chat just like ChatGPT... |
|
Experimental |
| 69 |
kjayashr/liquid-voice-agent
AI-powered voice chatbot that coaches salespeople using behavioral... |
|
Experimental |
| 70 |
Jontom01/NarrativeMapper
Map the chaos of online conversations into structured, understandable narratives. |
|
Experimental |
| 71 |
llmapi-io/llmapi-chat
Self-host webchat-server. Chat with ChatGPT on web, based on llmapi-server |
|
Experimental |
| 72 |
wizzardx/chatmine
A powerful tool for importing, analyzing, and searching your AI chat conversations. |
|
Experimental |
| 73 |
jadhav045/AI-Customer-Support-Bot
An AI-powered customer support bot that combines semantic FAQ search with... |
|
Experimental |
| 74 |
ebowwa/chatgpt-export-processor
🤖 Extract, analyze & search your ChatGPT conversations locally |... |
|
Experimental |
| 75 |
Macarena-Chang/DataHive
Your Data as Knowledge Base + AI. ChatBot |
|
Experimental |
| 76 |
manhowong/LLM-Chatbot-for-QA
An LLM-powered Slack bot built with Langchain. |
|
Experimental |
| 77 |
lucatosc/free-to-use-AI-assistant
Your personal free-to-use AI assistant, built with gemini & flutter. |
|
Experimental |
| 78 |
Ayush-k-Shukla/codebase-ai-chat
Chat with a local codebase using Google Gemini |
|
Experimental |
| 79 |
MaxAnii/MindChat
AI-powered real-time chat app with semantic message search using vector... |
|
Experimental |
| 80 |
brucezhao1875/video-chat-transcript-web
An AI-powered chat application that provides intelligent, citable answers by... |
|
Experimental |
| 81 |
sdtrkl/build-a-custom-chatbot
This project is part of Generative AI Nanodegree by Udacity |
|
Experimental |
| 82 |
sohammeghani88/SQL-Chatbot-LlamaIndex
This is an intelligent SQL-powered chatbot built with LlamaIndex that... |
|
Experimental |
| 83 |
alexmllo/llm-chat-app
Web app that scrapes sites, generates embeddings, stores them in ChromaDB,... |
|
Experimental |
| 84 |
saanvijay/llmchatbot
Simple LLM chatbot using ollama |
|
Experimental |
| 85 |
Hk669/discordAI-bot
Retrieval Augmented Generation based AI Discord bot. |
|
Experimental |
| 86 |
yxq321/MicroGPT
A very simple Llama2 GPT Chatbot with KB |
|
Experimental |
| 87 |
yemaney/ayni
Chat with your codebase |
|
Experimental |
| 88 |
Pixselve/interac-text
Use your own OpenAI and Pinecone API keys and start chatting with your documents. |
|
Experimental |
| 89 |
Johanfer12/django-ask-gpt
Conversational search tool for exploring documents using an advanced... |
|
Experimental |
| 90 |
atasoglu/ProxyChatGPT
A semantic search based QA implementation using ChatGPT conversations as proxy. |
|
Experimental |