{"data":{"slug":"paulpierre-rasagpt","name":"RasaGPT","tagline":"💬 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","github_url":"https://github.com/paulpierre/RasaGPT","owner":"paulpierre","repo":"RasaGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/142327?v=4","primary_language":"Python","stars":2464,"forks":251,"topics":["ai","chatbot","chatgpt","fastapi","gpt-3","gpt-4","langchain","llama-index","llm","ml","openai","rasa","rasa-chatbot","rasa-core","rasa-nlu","telegram","telegram-bot"],"archived":false,"github_pushed_at":"2025-11-12T14:43:36+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/paulpierre-rasagpt","markdown_url":"https://www.graphcanon.com/tools/paulpierre-rasagpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/paulpierre-rasagpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=paulpierre-rasagpt","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","homepage_url":"https://rasagpt.dev","license":"MIT","open_issues":57,"watchers":33,"ai_summary":null,"readme_excerpt":"# **✨** Quick start\n\nGetting started is easy, just make sure you meet the dependencies below.\n\n<br/>\n\n> ⚠️⚠️⚠️ ** ATTENTION NON-MACOS USERS: ** If you are using Linux or Windows, you will need to change the image name from `khalosa/rasa-aarch64:3.5.2` to `rasa/rasa:latest`  in [docker-compose.yml on line #64](https://github.com/paulpierre/RasaGPT/blob/0463274ee3174580f2099501e0f8c58238987f9b/docker-compose.yml#L64) and in [the actions Dockerfile on line #1 here](https://github.com/paulpierre/RasaGPT/blob/0463274ee3174580f2099501e0f8c58238987f9b/app/rasa/actions/Dockerfile#L1)\n\n<br/>\n\n```bash\n\n---\n\n## Requirements\n\n- Python 3.9\n- Docker & Docker compose ([Docker desktop MacOS](https://www.docker.com/products/docker-desktop/))\n- Open AI [API key](https://platform.openai.com/account/api-keys)\n- Telegram [bot credentials](https://core.telegram.org/bots#how-do-i-create-a-bot)\n- Ngrok [auth token](https://dashboard.ngrok.com/tunnels/authtokens)\n- Make ([MacOS](https://formulae.brew.sh/formula/make)/[Windows](https://stackoverflow.com/questions/32127524/how-to-install-and-use-make-in-windows))\n- SQLModel\n\n<br/>\n\n---\n\n## Docker-compose\n\nThe easiest way to get started is using the `Makefile` in the root directory. It will install and run all the services for RasaGPT in the correct order.\n\n```bash\nmake install\n\n---\n\n# This will automatically install and run RasaGPT\n\n---\n\n# After installation, to run again you can simply run\n\nmake run\n```\n<br/>\n\n---\n\n# After installation, to run again you can simply run\n\nmake run\n```\n<br/>\n\nSimilarly, enter `make` to see a full list of commands\n\n\n\n<br/>\n\n---\n\n## Installation process\n\nInstallation should be automated should look like this:\n\n\n\n👉 Full installation log: [https://app.warp.dev/block/vflua6Eue29EPk8EVvW8Kd](https://app.warp.dev/block/vflua6Eue29EPk8EVvW8Kd)\n\n<br/>\n\nThe installation process for Docker takes the following steps at a high level\n\n1. Check to make sure you have `.env` available\n2. Database is initialized with [`pgvector`](https://github.com/pgvector/pgvector)\n3. Database models create the database schema\n4. Trains the Rasa model so it is ready to run\n5. Sets up ngrok with Rasa so Telegram has a webhook back to your API server\n6. Sets up the Rasa actions server so Rasa can talk to the RasaGPT API\n7. Database is populated with dummy data via `seed.py`\n\n<br/><br/>\n\n---\n\n# 📜 Open source license\n\nCopyright (c) 2023 Paul Pierre. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.","github_created_at":"2023-04-25T14:33:51+00:00","created_at":"2026-07-11T10:46:13.952344+00:00","updated_at":"2026-07-11T10:46:25.582263+00:00","categories":[{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"chatbot","name":"chatbot"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"fastapi","name":"fastapi"},{"slug":"gpt-3","name":"gpt-3"},{"slug":"gpt-4","name":"gpt-4"},{"slug":"langchain","name":"langchain"},{"slug":"llama-index","name":"llama-index"}],"trust":{"provenance":{"is_fork":false,"github_id":632500708,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:46:14.621Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":240,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:46:23.945Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T10:46:23.260Z"},"deploy":{"source":"dockerfile:docker-compose.yml","self_host":true,"observed_at":"2026-07-11T10:46:23.260Z","managed_saas":false},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T10:46:23.260Z"},"has_docker":{"value":true,"source":"dockerfile:docker-compose.yml","observed_at":"2026-07-11T10:46:23.260Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T10:46:23.260Z"}}}}