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 61 conversational rag agents tools tracked. 1 score above 50 (established tier). The highest-rated is microsoft/simplechat at 60/100 with 121 stars.
Get all 61 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 |
hunter-meloche/headlines-gpt
Scrapes headlines from CNN and FOX, then has ChatGPT do cross-analysis |
|
Emerging |
| 7 |
LazaUK/AOAI-LangChain-Milvus
Custom document-based QnA, powered by Azure OpenAI, LangChain and Milvus. |
|
Emerging |
| 8 |
rohit180497/Coffee-Shop-AI-Agents
This project is an innovative coffee shop application designed to bring an... |
|
Emerging |
| 9 |
jayeshironside/Langchain_Projects
Using langchain framework created some useful Ai applications. |
|
Emerging |
| 10 |
sanikamal/career-advisor-chatbot
Career Advisor Chatbot Powered by Gemini, LangChain, and Streamlit |
|
Emerging |
| 11 |
probstlukas/gpt3-dementia-detection
Predicting Dementia Based on Speech Using GPT-3 Text Embeddings. |
|
Emerging |
| 12 |
neondatabase/ask-neon
Chatbot: Search your own knowledge base by semantic similarity |
|
Emerging |
| 13 |
Erlemar/Simple_chat_bot
Simple nlp chatbot |
|
Emerging |
| 14 |
Reza-Ardestani/Advanced-NLP-and-ChatBot-at-MCI-company
ChatBot course, Prof. Saeedeh Momtazi, MCI.ir , MCI , Hamrah.academy , همراه... |
|
Experimental |
| 15 |
yanliu1111/ChatGPT-API-embeddings-Supabase
🤖 It is basic tools build for scraping & embedding text. The main... |
|
Experimental |
| 16 |
Zakinator123/ask-airy
An Airtable extension that enables semantic search and Q&A using gpt-3.5 |
|
Experimental |
| 17 |
MichaelBehr/Empathetic_Chatbot
NLP project myself, and Ye Fan developed for ECE 657. |
|
Experimental |
| 18 |
wjddusrb03/chatmind
ChatMind: Semantic search for Discord & KakaoTalk chat messages. Search by... |
|
Experimental |
| 19 |
robsware/LLMTheBox
A way to apply chatgtp4 to HTB writeups using embeddings. |
|
Experimental |
| 20 |
WasifSohail5/HidayahAI
HidayahAI is a state-of-the-art web application that leverages advanced AI... |
|
Experimental |
| 21 |
Bassem-Yacoube/moviebot
A code sample that shows how to use 🦜️🔗langchain, FAISS and a hosted LLM... |
|
Experimental |
| 22 |
Lautloserspieler/JarvisCore
J.A.R.V.I.S. Core - AI Assistant mit lokalen LLMs, Voice Control,... |
|
Experimental |
| 23 |
different-ai/embedbase-siri-gpt4-paul-graham
Ask question to Siri about Paul Graham essays using Embedbase and GPT4 |
|
Experimental |
| 24 |
rawcsav/Hinterview
Hinterview is a powerful tool designed to transcribe, process, and provide... |
|
Experimental |
| 25 |
nem035/tim.nem.ai
AI chat with Tim Ferriss or any of his past guests |
|
Experimental |
| 26 |
pierrebrunelle/infinite-memory-discord-bot
A context-aware Discord bot with semantic search and conversational memory.... |
|
Experimental |
| 27 |
jacopofar/chat-simulation-tools
Generate and store a corpus from English and Italian Telegram logs, extract... |
|
Experimental |
| 28 |
TheRealAnakin/StickerSelector
🎨 Enhance AI conversations by selecting the perfect sticker from your... |
|
Experimental |
| 29 |
manojrammurthy/ollama-local-chatgpt
Local ChatGPT using Ollama + Python (Streaming + PDF RAG + Embeddings +... |
|
Experimental |
| 30 |
DriftOS/driftos-embed
Lightweight semantic conversation routing engine. Embedding-based drift... |
|
Experimental |
| 31 |
KienPC1234/Emotica-AI
Emotica AI is a compassionate and therapeutic virtual assistant designed to... |
|
Experimental |
| 32 |
regisdantas/mavis-ai-assistant
A Python-powered virtual AI assistant with OpenAI GPT, Ollama, LangChain,... |
|
Experimental |
| 33 |
Jontom01/NarrativeMapper
Map the chaos of online conversations into structured, understandable narratives. |
|
Experimental |
| 34 |
Macarena-Chang/DataHive
Your Data as Knowledge Base + AI. ChatBot |
|
Experimental |
| 35 |
wizzardx/chatmine
A powerful tool for importing, analyzing, and searching your AI chat conversations. |
|
Experimental |
| 36 |
ebowwa/chatgpt-export-processor
🤖 Extract, analyze & search your ChatGPT conversations locally |... |
|
Experimental |
| 37 |
Johanfer12/django-ask-gpt
Conversational search tool for exploring documents using an advanced... |
|
Experimental |
| 38 |
yemaney/ayni
Chat with your codebase |
|
Experimental |
| 39 |
Hk669/discordAI-bot
Retrieval Augmented Generation based AI Discord bot. |
|
Experimental |
| 40 |
Runar-Olsen/ai-support-api
En moderne AI-drevet kundestøtte-API-tjeneste bygget med FastAPI, vector... |
|
Experimental |
| 41 |
andrecodea/voc-analytics-with-embeddings
VoCAPI is an agentic voice of customer analytics API |
|
Experimental |
| 42 |
jadhav045/AI-Customer-Support-Bot
An AI-powered customer support bot that combines semantic FAQ search with... |
|
Experimental |
| 43 |
Advaitgaur004/CogniParse
Ethical AI: Grounding Truth in Data |
|
Experimental |
| 44 |
Jainil570/TMDB-Movieflix-Chatbot
Ask Movieflix, Discover Movies |
|
Experimental |
| 45 |
Sommie09/brainy-docs
BrainyDocs is an AI-powered document chat application. Built with OpenAI... |
|
Experimental |
| 46 |
manasbhansali27/chat-with-files
A lightweight local AI assistant that lets you chat with your files — PDFs,... |
|
Experimental |
| 47 |
alexmllo/llm-chat-app
Web app that scrapes sites, generates embeddings, stores them in ChromaDB,... |
|
Experimental |
| 48 |
MaxAnii/MindChat
AI-powered real-time chat app with semantic message search using vector... |
|
Experimental |
| 49 |
brickstercodes/Museo.ai
Museo.ai is an AI-powered chatbot designed for efficient and seamless museum... |
|
Experimental |
| 50 |
davidbench/hasbara-ai-FE
AI in the service of truth. |
|
Experimental |
| 51 |
deadbits/wikipedia-chat
Chat with local Wikipedia embeddings 📚 |
|
Experimental |
| 52 |
zcemycl/qa-chatgpt-hf-pgvector
E-commerce fashion assistant with Chatgpt, Hugging Face, Ltree and Pgvector. |
|
Experimental |
| 53 |
Shrutakeerti/Actual_Phenomenon
This repo is like Parseval's theorem |
|
Experimental |
| 54 |
julian776/Command-Line-Chatbot-for-Question-Answering
Command-Line Chatbot for Question Answering |
|
Experimental |
| 55 |
shakedzy/convpath
Analyze chats with LLMs using embedding distances |
|
Experimental |
| 56 |
Shuvob4/llm-app
Extractive Question Answering Web App using Large Language Model (LangChain)... |
|
Experimental |
| 57 |
Yehiak/MONU-TALK-Chatbot
This repo demonstrates an AI chatbot for MonuTalk using Google’s Gemini API.... |
|
Experimental |
| 58 |
akhnasj/Automotive-Chatbot
An automotive customer-support chatbot using LangChain, Pinecone, and... |
|
Experimental |
| 59 |
abigailbrionesa/yachaybot
AI chatbot preserving Indigenous Peruvian knowledge. Built with Next.js,... |
|
Experimental |
| 60 |
muhammadhamzaazhar/LangBot-Your-LangChain-Guide
Chat with LangChain docs via AI-powered assistant and vector search. |
|
Experimental |
| 61 |
alejo1630/chat_NLP
A personalized chatbot trained on real WhatsApp conversations using a... |
|
Experimental |