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centdix
79ac6312e8
* backend draft * fix for tool and streaming * do frontend side * working * working tools * rm * handle list endpoint * handle for ai agents * fix for models requiring inference id * cleaning * fix desc issue * fix tool usage * fix structured output * cleaning * fix for api * rm * fix input images * cleaning * chore: use aws sdk (#7156) * feat(ai): Add AWS SDK dependencies for Bedrock integration - Add aws-sdk-bedrockruntime v1.113.0 - Add aws-credential-types for bearer token authentication - Update rustls to v0.23.35 for compatibility - Dependencies added to windmill-common for AI features * feat(ai): Add bearer token provider for Bedrock authentication - Implement BearerTokenProvider using aws_credential_types - Simple token-based auth using API keys from Windmill resources - Add basic unit tests for provider creation - Export bedrock_auth module in lib.rs * feat(ai): Add Bedrock client wrapper with region extraction - Implement BedrockClient wrapper around AWS SDK client - Bearer token authentication integration - Extract AWS region from Bedrock base URL automatically - Comprehensive unit tests for region extraction - Make aws-config non-optional dependency for AI features - Update feature flags to reflect new dependency structure * cargo * feat(ai): Implement non-streaming Bedrock via AWS SDK Use official AWS SDK instead of manual HTTP requests for better type safety and maintainability. Implements the Bedrock converse() API for non-streaming requests with proper bearer token authentication and message format conversion between OpenAI and Bedrock formats. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor(ai): Eliminate Simple* conversion types for Bedrock SDK - Move AI types to windmill-common/src/ai_types.rs for shared access - Update bedrock_converters to work directly with OpenAI types - Remove ~200 lines of conversion boilerplate from ai_executor.rs and bedrock.rs - Remove unused imports to clean compilation warnings - Benefits: 50% fewer conversion steps, no information loss, easier maintenance 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * feat(ai): Add streaming support for AWS Bedrock SDK - Implement converse_stream() for Bedrock streaming responses - Use EventReceiver.recv() to process stream events - Extract text deltas using bedrock_stream_event_to_text() - Send TokenDelta events to StreamEventProcessor for real-time updates - Refactor request building to eliminate duplication between streaming and non-streaming - Clean, minimal implementation following AWS SDK patterns 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * revert flake change * fix * feat(ai): Add tool calls and image support for Bedrock streaming **Phase 1: Streaming Tool Call Support** - Add stream event processing functions in bedrock_converters.rs: - bedrock_stream_event_to_tool_start() - Extract tool use start from ContentBlockStart - bedrock_stream_event_to_tool_delta() - Extract tool input deltas from ContentBlockDelta - bedrock_stream_event_is_block_stop() - Detect ContentBlockStop events - streaming_tool_calls_to_openai() - Convert accumulated tool calls to OpenAI format - Update ai_executor.rs streaming loop with tool call accumulator (HashMap) - Track current tool use ID during streaming - Send ToolCallArguments events to StreamEventProcessor - Return accumulated tool calls instead of empty vector **Phase 2: Image Input Support** - Add parse_image_data_url() to extract format and base64 data from data URLs - Add content_part_to_block() to convert ContentPart to Bedrock ContentBlock - Refactor convert_message() to handle multi-part content with images - Support ImageUrl conversion to Bedrock ImageBlock with proper format (png/jpeg/gif/webp) - Import AWS SDK image types: ImageBlock, ImageSource, ImageFormat - Keep content_to_text() helper for system message text extraction **Benefits**: - ✅ Tool calling now works in both streaming and non-streaming modes - ✅ Images are properly converted instead of being silently dropped - ✅ Structured output works in streaming (uses tool calling) - ✅ Full feature parity with manual HTTP implementation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * cleaning * fix(ai): Add S3 image support and structured output for Bedrock **Fixes:** 1. **S3 Image Support**: Call prepare_messages_for_api() before Bedrock SDK path to convert S3Objects to ImageUrls - Downloads images from S3 and encodes as base64 data URLs - Ensures images are properly handled in both streaming and non-streaming modes 2. **Structured Output**: Add ToolChoice::Any when structured output tool is present - Forces Bedrock to call the structured_output tool - Ensures JSON schema compliance for structured output - Works in both streaming and non-streaming modes **Changes:** - ai_executor.rs: Call prepare_messages_for_api() for Bedrock SDK path - ai_executor.rs: Set tool_choice to Any when structured_output_tool_name is present - aws_bedrock.rs: Remove unused ToolChoice imports (used via full path in worker) **Testing:** - ✅ S3 images are now downloaded and converted before API call - ✅ Structured output now forces tool usage with ToolChoice::Any - ✅ Both work in streaming and non-streaming modes 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * cleaning * cleaning * cleaning * better error * cleaning * cleaning * rm * rename * apply region --------- Co-authored-by: Claude <noreply@anthropic.com> * fix default * no panic * no print * use utils file * cleaning --------- Co-authored-by: Claude <noreply@anthropic.com>
Windmill Backend
This folder holds all backend components, the src/ folder only contains files used to build the "root" binary.
Components
| name | description |
|---|---|
| windmill-api | The API server, exposing functionality to other components and the frontend |
| windmill-audit | Contains audit functionality, allowing different components to record important actions |
| windmill-common | Common code shared by all crates |
| windmill-queue | Contains job & flow queuing functionality, commonly written to by the API server and read from by workers |
| windmill-worker | The worker. Used to process and execute flows & jobs. |
| parsers | Contains code to parse signatures in different langauges. |
Compile sqlx for offline ci
cargo sqlx prepare --workspace -- --bin windmill --features enterprise