{"repo":"RasaHQ/rasa","free":true,"listed":false,"github":"https://github.com/RasaHQ/rasa","clone":"git clone https://github.com/RasaHQ/rasa.git","description":"💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants","language":"Python","stars":21295,"topics":["nlp","machine-learning","machine-learning-library","bot","bots","botkit","rasa","wit","nlu","conversational-bots"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Rasa Open Source 🚧 Note: Maintenance Mode 🚧 Rasa Open Source is currently in maintenance mode. The future of building AI agents with Rasa is Hello Rasa and CALM . 🚀 The Future of Rasa: Hello Rasa Building reliable AI agents just got easier. Hello Rasa is our new interactive playground for prototyping AI agents. It combines LLM fluency with the reliability of business logic using our CALM (Conversational AI with Language Models) engine. Why switch to Hello Rasa? No setup required: Open the playground, pick a template (Banking, Telecom, Support), and start building in your browser. No NLU training: We have moved beyond intents. The LLM handles dialogue understanding while you define the business flows. Built-in copilot: A specialized AI assistant helps you generate code, debug flows, and expand your agent instantly. Production ready: Hello Rasa is not just a toy. Export your agent to the Rasa Platform when you are ready to scale. Core concepts CALM: Combines LLM flexibility with strict business logic. The LLM understands the user; the code enforces the rules. Flows: Describe logical steps (e.g., collect money, transfer funds) rather than rigid dialogue trees. Inspector: See real-time decision-making. No black boxes. 👉 Start building for free at Hello Rasa --- 🧠 Join the Agent Engineering Community We are building a home for people shipping real-world AI agents. Agent Engineering is evolving faster than any single framework. This is a vendor-neutral space to discuss archite","default_branch":null,"files":null,"tree":[],"storefront":"/r/RasaHQ","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/RasaHQ/rasa/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."}