{"repo":"paulpierre/RasaGPT","free":true,"listed":false,"github":"https://github.com/paulpierre/RasaGPT","clone":"git clone https://github.com/paulpierre/RasaGPT.git","description":"💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram","language":"Python","stars":2462,"topics":["ai","chatbot","fastapi","gpt-3","gpt-4","langchain","llama-index","llm","ml","openai"],"license":"MIT","category":"ai-agents","readme_excerpt":"🏠 Overview 💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. It is boilerplate and a reference implementation of Rasa and Telegram utilizing an LLM library like Langchain for indexing, retrieval and context injection. - 📚 Resources: https://rasagpt.dev - 🧑‍💻 Github: https://github.com/paulpierre/RasaGPT - 🧙 Author: @paulpierre 💬 What is Rasa? In their own words: 💬 Rasa is an open source (Python) machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants In my words: Rasa is a very popular (dare I say de facto?) and easy-enough to use chatbot framework with built in NLU ML pipelines that are obsolete and a conceptual starting point for a reimagined chatbot framework in a world of LLMs. 💁‍♀️ Why RasaGPT? RasaGPT works out of the box. A lot of the implementing headaches were sorted out so you don’t have to, including: - Creating your own proprietary bot end-point using FastAPI, document upload and “training” 'pipeline included - How to integrate Langchain/LlamaIndex and Rasa - Library conflicts with LLM libraries and passing metadata - Dockerized support on MacOS for running Rasa - Reverse proxy with chatbots via ngrok - Implementing pgvector with your own custom schema instead of using Langchain’s highly opinionated PGVector class - Adding multi-tenancy (Rasa doesn't natively support this), sessions and metadata b","default_branch":null,"files":null,"tree":[],"storefront":"/r/paulpierre","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/paulpierre/RasaGPT/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}