Rasa Open Source
Some data may be outdated — see provenance labels.
💬 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 observed · 2026-09-26
Health v2 · maintenance only
62/100
- Activity 86
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3658
- days_rel: 644
- days_push: 88
- n_releases_24m: 1
Adoption not part of the score
21330 stars · 4913 forks observed · 2026-09-26
What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-19, confidence 0.97
Rasa Open Source is a Python-based framework for building text and voice conversational agents. It provides NLU, dialogue management, and integrations with messaging platforms.
Use cases
- build a custom chatbot for a website or app
- create a voice assistant that integrates with Alexa or Google Assistant
- train an NLU model to understand user intents from text
- manage multi‑turn dialogues with custom actions and slots
- connect a conversational agent to Slack, Facebook Messenger, or other channels
- run automated tests for conversation flows
- deploy an on‑premise AI assistant for privacy‑sensitive use cases
When to choose
- You need full control over the conversational pipeline and want an open‑source solution.
- Your project requires custom actions, integrations, or on‑premise deployment.
- You want to leverage Python’s ML ecosystem for NLU and dialogue management.
When to avoid
- You need enterprise‑grade scalability, analytics, and built‑in observability (use Rasa Pro instead).
- You prefer a low‑code, drag‑and‑drop interface without writing code.
- You require out‑of‑the‑box LLM‑only handling without training your own models.
Facets
library · maturity maintenance
nlp api-framework cli chatbots python windows cross-platform open-source conversational-ai voice-assistants dialogue-management rasa-sdk rasa-core natural-language-processing devops linux macos
10 sources
- readme: https://github.com/RasaHQ/rasa · fetched 2026-09-26 · 574b8f621028
- homepage: https://rasa.com/docs/rasa/ · fetched 2026-10-05 · 59d824119809
- site_page: https://rasa.com/docs · fetched 2026-10-05 · 4c61fb1965ae
- site_page: https://rasa.com/docs/rasa-pro · fetched 2026-10-05 · edd3f0b0a82e
- site_page: https://rasa.com/docs/rasa-enterprise · fetched 2026-10-05 · b66ca26540da
- site_page: https://legacy-docs-oss.rasa.com/docs/rasa/rasa-pro · fetched 2026-10-05 · d3acab909ee6
- site_page: https://legacy-docs-oss.rasa.com/docs/rasa/installation/installing-rasa-open-source · fetched 2026-10-05 · 5f4ab4bcb506
- site_page: https://rasa.com/docs/studio · fetched 2026-10-05 · d5c4a89c703d
- site_page: https://legacy-docs-oss.rasa.com/docs/rasa/installation/environment-set-up · fetched 2026-10-05 · bff35ff1a94a
- site_page: https://legacy-docs-oss.rasa.com/docs/rasa/installation/rasa-pro/rasa-pro-artifacts · fetched 2026-10-05 · c9f1882fa30b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| RasaHQ/rasa | main | 62 |
| RasaHQ/rasa_core | mirror | 10 |
| RasaHQ/rasa-sdk | sdk | 97 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem