These docs are for version 1.x of Rasa Open Source. --- # User Guide - [Installation](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/installation/) - [Tutorial: Rasa Basics](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/rasa-tutorial/) - [Tutorial: Building Assistants](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/building-assistants/) - [Command Line Interface](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/command-line-interface/) - [Architecture](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/architecture/) - [Messaging and Voice Channels](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/messaging-and-voice-channels/) - [Testing Your Assistant](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/testing-your-assistant/) - [Setting up CI/CD](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/setting-up-ci-cd/) - [Validate Data](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/validate-files/) - [Configuring the HTTP API](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/configuring-http-api/) - [Deploying Your Rasa Assistant](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/how-to-deploy/) - [Cloud Storage](https://legacy-docs-v1.rasa.com/1.10.15/user-guide/cloud-storage/) # NLU - [About](https://legacy-docs-v1.rasa.com/1.10.15/nlu/about/) - [Using NLU Only](https://legacy-docs-v1.rasa.com/1.10.15/nlu/using-nlu-only/) - [Training Data Format](https://legacy-docs-v1.rasa.com/1.10.15/nlu/training-data-format/) - [Language Support](https://legacy-docs-v1.rasa.com/1.10.15/nlu/language-support/) - [Choosing a Pipeline](https://legacy-docs-v1.rasa.com/1.10.15/nlu/choosing-a-pipeline/) - [Components](https://legacy-docs-v1.rasa.com/1.10.15/nlu/components/) - [Entity Extraction](https://legacy-docs-v1.rasa.com/1.10.15/nlu/entity-extraction/) # Core - [About](https://legacy-docs-v1.rasa.com/1.10.15/core/about/) - [Stories](https://legacy-docs-v1.rasa.com/1.10.15/core/stories/) - [Domains](https://legacy-docs-v1.rasa.com/1.10.15/core/domains/) - [Responses](https://legacy-docs-v1.rasa.com/1.10.15/core/responses/) - [Actions](https://legacy-docs-v1.rasa.com/1.10.15/core/actions/) - [Reminders and External Events](https://legacy-docs-v1.rasa.com/1.10.15/core/reminders-and-external-events/) - [Policies](https://legacy-docs-v1.rasa.com/1.10.15/core/policies/) - [Slots](https://legacy-docs-v1.rasa.com/1.10.15/core/slots/) - [Forms](https://legacy-docs-v1.rasa.com/1.10.15/core/forms/) - [Retrieval Actions](https://legacy-docs-v1.rasa.com/1.10.15/core/retrieval-actions/) - [Interactive Learning](https://legacy-docs-v1.rasa.com/1.10.15/core/interactive-learning/) - [Fallback Actions](https://legacy-docs-v1.rasa.com/1.10.15/core/fallback-actions/) - [Knowledge Base Actions](https://legacy-docs-v1.rasa.com/1.10.15/core/knowledge-bases/) # Conversation Design - [Dialogue Elements](https://legacy-docs-v1.rasa.com/1.10.15/dialogue-elements/dialogue-elements/) - [Small Talk](https://legacy-docs-v1.rasa.com/1.10.15/dialogue-elements/small-talk/) - [Completing Tasks](https://legacy-docs-v1.rasa.com/1.10.15/dialogue-elements/completing-tasks/) - [Guiding Users](https://legacy-docs-v1.rasa.com/1.10.15/dialogue-elements/guiding-users/) # API Reference - [Action Server](https://legacy-docs-v1.rasa.com/1.10.15/api/action-server/) - [HTTP API](https://legacy-docs-v1.rasa.com/1.10.15/api/http-api/) - [Jupyter Notebooks](https://legacy-docs-v1.rasa.com/1.10.15/api/jupyter-notebooks/) - [Agent](https://legacy-docs-v1.rasa.com/1.10.15/api/agent/#) - [Custom NLU Components](https://legacy-docs-v1.rasa.com/1.10.15/api/custom-nlu-components/) - [Rasa SDK](https://legacy-docs-v1.rasa.com/1.10.15/api/rasa-sdk/) - [Events](https://legacy-docs-v1.rasa.com/1.10.15/api/events/) - [Tracker](https://legacy-docs-v1.rasa.com/1.10.15/api/tracker/) - [Tracker Stores](https://legacy-docs-v1.rasa.com/1.10.15/api/tracker-stores/) - [Event Brokers](https://legacy-docs-v1.rasa.com/1.10.15/api/event-brokers/) - [Lock Stores](https://legacy-docs-v1.rasa.com/1.10.15/api/lock-stores/) - [Training Data Importers](https://legacy-docs-v1.rasa.com/1.10.15/api/training-data-importers/) - [Featurization of Conversations](https://legacy-docs-v1.rasa.com/1.10.15/api/core-featurization/) - [TensorFlow Configuration](https://legacy-docs-v1.rasa.com/1.10.15/api/tensorflow_usage/) - [Migration Guide](https://legacy-docs-v1.rasa.com/1.10.15/migration-guide/) - [Rasa Open Source Change Log](https://legacy-docs-v1.rasa.com/1.10.15/changelog/) # Migrate from (beta) - [Dialogflow](https://legacy-docs-v1.rasa.com/1.10.15/migrate-from/google-dialogflow-to-rasa/) - [Wit.ai](https://legacy-docs-v1.rasa.com/1.10.15/migrate-from/facebook-wit-ai-to-rasa/) - [LUIS](https://legacy-docs-v1.rasa.com/1.10.15/migrate-from/microsoft-luis-to-rasa/) - [IBM Watson](https://legacy-docs-v1.rasa.com/1.10.15/migrate-from/ibm-watson-to-rasa/) # Reference - [Glossary](https://legacy-docs-v1.rasa.com/1.10.15/glossary/) # Versions viewing: 1.10.15 --- # Agent The Agent class provides a convenient interface for the most important Rasa functionality. This includes training, handling messages, loading a dialogue model, getting the next action, and handling a channel. ### `create_processor`( _preprocessor=None_) Instantiates a processor based on the set state of the agent. ### `execute_action`( _sender_id_, _action_, _output_channel_, _policy_, _confidence_) Handle a single message. ### `handle_channels`( _channels_, _http_port=5005_, _route='/webhooks/'_, _cors=None_) Start a webserver attaching the input channels and handling msgs. ### `handle_message`( _message_, _message_preprocessor=None_, _**kwargs_) Handle a single message. ### `handle_text`( _text_message_, _message_preprocessor=None_, _output_channel=None_, _sender_id='default_) Handle a single message. ### `is_core_ready`() Check if all necessary components and policies are ready to use the agent. ### `is_ready`() Check if all necessary components are instantiated to use agent. ### `load`( _model_path_, _interpreter=None_, _generator=None_, _tracker_store=None_, _lock_store=None_, _action_endpoint=None_, _model_server=None_, _remote_storage=None_, _path_to_model_archive=None_) Load a persisted model from the passed path. ### `load_data`( _training_resource_, _remove_duplicates=True_, _**kwargs_) Load training data from a resource. ### `log_message`( _message_, _message_preprocessor=None_, _**kwargs_) Append a message to a dialogue - does not predict actions. ### `parse_message_using_nlu_interpreter`( _message_data_, _tracker=None_) Handles message text and intent payload input messages. ### `persist`( _model_path_) Persists this agent into a directory for later loading and usage. ### `predict_next`( _sender_id_, _**kwargs_) Handle a single message. ### `toggle_memoization`( _activate_) Toggles the memoization on and off. ### `train`( _training_trackers_, _**kwargs_) Train the policies / policy ensemble using dialogue data from file. ### `trigger_intent`( _intent_name_, _entities_, _output_channel_, _tracker_) Trigger a user intent, e.g. triggered by an external event. 👋 I can help you get started with Rasa and answer your technical questions.