|
| 1 | +# Changelog |
| 2 | + |
| 3 | +All notable changes to this project will be documented in this file. |
| 4 | + |
| 5 | +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), |
| 6 | +and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). |
| 7 | + |
| 8 | +## [0.2.0] - 2025-11-12 |
| 9 | + |
| 10 | +### Added |
| 11 | + |
| 12 | +- **AI Model Execution Support** |
| 13 | + - `call_model(model_id, input_text, parameters)` - Synchronous model execution via SDK |
| 14 | + - `call_model_async(model_id, input_text, parameters)` - Asynchronous execution (placeholder) |
| 15 | + - Support for multiple providers: OpenAI, Llama (Ollama, Together AI, Replicate), HuggingFace, Custom APIs |
| 16 | + - New API endpoints: `POST /api/aimodels/{id}/call/` and `POST /api/aimodels/{id}/call-async/` |
| 17 | + |
| 18 | +- **HuggingFace Integration** |
| 19 | + - `hf_use_pipeline` field - Use Pipeline inference API |
| 20 | + - `hf_auth_token` field - Authentication token for gated models |
| 21 | + - `hf_model_class` field - Model head specification (8 variants) |
| 22 | + - `hf_attn_implementation` field - Attention function configuration |
| 23 | + - `framework` field - PyTorch or TensorFlow selection |
| 24 | + - Support for 8 model classes: CausalLM, Seq2SeqLM, SequenceClassification, etc. |
| 25 | + |
| 26 | +- **CRUD Operations for AIModels** |
| 27 | + - `create(data)` - Create new AI models |
| 28 | + - `update(model_id, data)` - Update existing models |
| 29 | + - `delete_model(model_id)` - Delete models |
| 30 | + - PATCH HTTP method support in base client |
| 31 | + |
| 32 | +- **Backend Services** |
| 33 | + - `ModelAPIClient` - Multi-provider API client with retry logic and statistics tracking |
| 34 | + - `ModelHFClient` - HuggingFace inference client with pipeline and manual loading support |
| 35 | + - Automatic GPU/CPU device selection |
| 36 | + - Request template system with placeholder replacement |
| 37 | + |
| 38 | +- **New Enums** |
| 39 | + - `AIModelProvider.HUGGINGFACE` - HuggingFace provider |
| 40 | + - `AIModelFramework` - PyTorch/TensorFlow framework selection |
| 41 | + - `HFModelClass` - 8 model head types |
| 42 | + |
| 43 | +- **Security & Access Control** |
| 44 | + - Organization-based model access control |
| 45 | + - Enhanced authentication checks for private models |
| 46 | + - Secure API key storage with encryption |
| 47 | + |
| 48 | +### Changed |
| 49 | + |
| 50 | +- Enhanced GraphQL queries to include HuggingFace-specific fields |
| 51 | +- Improved error handling for missing endpoints |
| 52 | +- Updated response format with standardized structure |
| 53 | + |
| 54 | +### Fixed |
| 55 | + |
| 56 | +- Type annotations for full mypy compatibility |
| 57 | +- Async/sync execution context handling |
| 58 | +- Response extraction for various providers |
| 59 | +- Union type issues with AnonymousUser |
| 60 | + |
| 61 | +### Technical |
| 62 | + |
| 63 | +- Full mypy type checking compatibility |
| 64 | +- Comprehensive type annotations throughout codebase |
| 65 | +- Connection pooling with httpx |
| 66 | +- Retry logic with exponential backoff (3 attempts) |
| 67 | +- Endpoint statistics tracking |
| 68 | +- Proper handling of Union types |
| 69 | + |
| 70 | +### Dependencies |
| 71 | + |
| 72 | +- Added `httpx>=0.28.1` - Async HTTP client |
| 73 | +- Added `tenacity>=9.1.2` - Retry logic |
| 74 | +- Added `torch>=2.9.0` - PyTorch support (optional) |
| 75 | +- Added `transformers>=4.57.1` - HuggingFace models (optional) |
| 76 | +- Added `nest-asyncio>=1.6.0` - Nested event loop support |
| 77 | + |
| 78 | +## [0.1.0] - 2025-XX-XX |
| 79 | + |
| 80 | +### Added |
| 81 | + |
| 82 | +- Initial release of DataSpace SDK |
| 83 | +- Basic AIModel CRUD operations (read-only) |
| 84 | +- Dataset management |
| 85 | +- UseCase management |
| 86 | +- Search functionality |
| 87 | +- GraphQL support |
| 88 | +- Keycloak authentication |
| 89 | +- Organization and user management |
| 90 | +- Base API client with authentication |
| 91 | + |
| 92 | +[0.2.0]: https://github.com/CivicDataLab/DataSpaceBackend/compare/v0.1.0...v0.2.0 |
| 93 | +[0.1.0]: https://github.com/CivicDataLab/DataSpaceBackend/releases/tag/v0.1.0 |
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