Connection
OpenAI: https://api.openai.com/v1
(Responses API: https://api.openai.com/v1/responses)
or Foundry base endpoint:
https://resource.services.ai.azure.com or
https://resource.openai.azure.com
Astra documents low through maximum reasoning and up to 128,000 output tokens. Ultra is an experimental option; use it only with an endpoint that supports it. Sampling controls are not supported; tool calling requires Responses.
OpenAI model guide
tune
Advanced
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Model controls
Quick setup:
Changes reasoning and verbosity only.
For stateless or Zero Data Retention conversations, disable response storage and include encrypted reasoning content. The returned opaque reasoning items are captured and replayed without exposing the model's private reasoning.
Comparison uses the last completed response ID, even with Store Response off. The first turn omits it.
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Output and deliveryStructured output, service tier, and streaming options
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tune
Conversation and contextCache-preserving reasoning changes, compaction, and context limits
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tune
Tools and orchestrationTool selection, execution budgets, async work, and live steering
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Astra misalignment monitoring is managed by OpenAI, not a request toggle. Policy blocks stop this conversation without automatic retries.
Configure safety alerts in OpenAI.