feat(api): AI services backend — refine prompt tool call#3687
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feat(api): AI services backend — refine prompt tool call#3687
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Implement the backend for Chapter 1 of the AI services feature: - REST API with MCP-shaped tool-call contract at /preview/ai/services/ - Single tool: tools.agenta.api.refine_prompt - Thin HTTP client calling deployed prompt in internal Agenta org - EE permission check (EDIT_WORKFLOWS) and rate limiting - Input/output validation for prompt templates - Design docs with spec, plan, context, and research
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The design reference doc used 'prompt_text' as the input key while the service code, DTOs, spec, and input schema all use 'prompt_template_json'. Align the doc to match.
…ment Two-panel modal (Instructions + Preview) integrated into the Playground: - Left panel: @ant-design/x Sender + Prompts for guidelines input with chat-like display - Right panel: Editable refined messages with JSON diff toggle - Backend output schema simplified: messages + summary (removed redundant refined_prompt) - Preserves original template_format through refinement (only messages are changed) - Keyboard shortcut (Cmd/Ctrl+Enter), accessibility (aria-labels, focus management) - Magic wand icon on prompt header with AI services availability check
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Remove empty __init__.py file in ai_services module
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
junaway
reviewed
Feb 11, 2026
Removed the docstring for the AI Services core module.
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
junaway
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Feb 11, 2026
bekossy
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Feb 13, 2026
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Summary
/ai/servicestools.agenta.api.refine_prompt/services/completion/run) and returns validated structured output (messages,summary)Endpoints
GET/ai/services/statusPOST/ai/services/tools/callWhat Changed (latest)
/preview/ai/servicesto/ai/servicesacross backend router wiring, EE entitlements category mapping, web client calls, and docsAIServicesUnknownToolError) and mapped at router boundaryCategory.AI_SERVICES) and removed OSS inline router throttleAGENTA_AI_SERVICES_ENVIRONMENT_SLUGAGENTA_AI_SERVICES_REFINE_PROMPT_KEY__ag_*cloud input keysNotes
enabled: falseand tool call returns 503