Studio Environment Variables | Rasa Documentation

Server

The Studio server handles the API, user authentication, assistant configuration, and conversation storage.

Core

Environment Variable Description Default
RASA_PRO_LICENSE The Rasa Pro license key.
OPENAI_API_KEY The OpenAI API key for LLM-powered features.
HTTP_REQUEST_TIMEOUT The HTTP request timeout in milliseconds. Set this higher than your load balancer timeout to avoid premature connection drops. 61000

Database

The database stores conversations, assistant configurations, and analytics data. Both the Studio server and the event ingestion service use this same database connection.

Environment Variable Description Default
DB_HOST The hostname of the PostgreSQL database.
DB_PORT The port of the PostgreSQL database. 5432
DB_NAME The name of the PostgreSQL database. studio
DB_USER The username for the PostgreSQL database.
DB_PASS The password for the PostgreSQL database.
DB_QUERY Additional connection query parameters.
DB_TRANSACTION_TIMEOUT The database transaction timeout in milliseconds. 10000
USE_AWS_IAM_AUTH Set to true to use AWS IAM authentication for the database instead of username/password. false
AWS_REGION The AWS region for IAM authentication. Required if USE_AWS_IAM_AUTH is true.
IAM_DB_USER The IAM database username. Required if USE_AWS_IAM_AUTH is true.

Authentication

Studio uses Keycloak for identity and access management.

Environment Variable Description Default
KEYCLOAK_REALM The Keycloak realm name. rasa-studio
KEYCLOAK_CLIENT_ID The Keycloak client ID for the Studio backend. rasa-studio-backend
KEYCLOAK_ADMIN_USERNAME The Keycloak admin username. kcadmin
KEYCLOAK_ADMIN_PASSWORD The Keycloak admin password.
KEYCLOAK_API_USERNAME The username for Keycloak realm management API calls. realmadmin
KEYCLOAK_API_PASSWORD The password for Keycloak realm management API calls.
KEYCLOAK_API_CLIENT_ID The client ID for Keycloak API authentication. admin-cli

Model Server

Environment Variable Description Default
MS_API_URL The URL of the Rasa model server API. http://rasapro

Conversation Management

Environment Variable Description Default
DELETE_CONVERSATIONS_OLDER_THAN_HOURS Delete conversations older than this many hours. When not set, conversations are retained indefinitely.
DELETE_CONVERSATIONS_CRON_EXPRESSION Cron expression controlling when the conversation deletion job runs. 0 * * * *
VERSION_DAILY_STATISTICS_CRON_EXPRESSION Cron expression controlling when daily version statistics are computed. 0 0 * * *

Voice

Environment Variable Description Default
BROWSER_AUDIO_MONITOR_SILENCE Set to false to disable silence detection in audio sessions. true
BROWSER_AUDIO_ASR The speech-to-text (ASR) provider name. deepgram
BROWSER_AUDIO_TTS The text-to-speech (TTS) provider name. cartesia
DEEPGRAM_API_KEY The Deepgram API key for speech-to-text.
CARTESIA_API_KEY The Cartesia API key for text-to-speech.

To enable voice features, you must set both DEEPGRAM_API_KEY and CARTESIA_API_KEY, even if you are only using one of the providers for both speech-to-text and text-to-speech. In such a case, set the unused provider's environment variable to a placeholder value (e.g., CARTESIA_API_KEY=unused).

Observability

Environment Variable Description Default
LOG_LEVEL_DEBUG Set to true to enable debug-level logging. false
LOG_FILE Path to a file where logs are written. When not set, logs go to stdout only.

Advanced

Environment Variable Description Default
TRAINING_POLLING_INTERVAL_MS Interval in milliseconds at which Studio polls for model training status. Minimum value: 1000. 1000
MODEL_POLLING_INTERVAL_MS Interval in milliseconds at which Studio polls for model deployment status. Minimum value: 2000. 2000
MODEL_INACTIVE_AFTER_MS Time in milliseconds after which a running model version is marked as inactive. Minimum value: 60000. 3600000

Event Ingestion

Studio consumes Rasa events from a Kafka topic to power analytics and conversation review. Ingested events are persisted to the same PostgreSQL database configured in the Database section above.

Kafka

Environment Variable Description Default
KAFKA_BROKER_ADDRESS The address of the Kafka broker.
KAFKA_TOPIC The Kafka topic that Rasa publishes events to. rasa-events
KAFKA_DLQ_TOPIC The Kafka dead letter queue topic for events that fail processing. rasa-events-dlq
KAFKA_CLIENT_ID The Kafka client identifier. kafka-python-rasa
KAFKA_GROUP_ID The Kafka consumer group ID. studio
KAFKA_SASL_MECHANISM The SASL mechanism for Kafka authentication (e.g. PLAIN, SCRAM-SHA-256).
KAFKA_SASL_USERNAME The username for Kafka SASL authentication.
KAFKA_SASL_PASSWORD The password for Kafka SASL authentication.
KAFKA_ENABLE_SSL Set to true to enable SSL/TLS for Kafka connections. false
KAFKA_REJECT_UNAUTHORIZED Set to false to allow untrusted SSL certificates. Not recommended for production. true
KAFKA_CUSTOM_SSL Set to true to supply custom SSL certificate files via the variables below. false
KAFKA_CA_FILE Path to the CA certificate file. Required when KAFKA_CUSTOM_SSL is true.
KAFKA_CERT_FILE Path to the client certificate file.
KAFKA_KEY_FILE Path to the client key file.
KAFKA_MAX_RETRIES The maximum number of reconnection attempts before giving up. 3