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- Create BaseEmbeddingModel abstract class with async/sync interfaces - Implement OpenAIEmbeddingModel for asynchronous operations - Implement OpenAIEmbeddingModelSync for synchronous operations - Add automatic batching and retry logic for embedding operations - Add VectorNode embedding functionality for content indexing - Update type hints in LLM modules to use generic list instead of List - Refactor LiteLLMSync class documentation and type annotations - Add comprehensive async and sync unit tests for embedding models - Add unit tests for BaseContext attribute access patterns |
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| .. | ||
| __init__.py | ||
| base_embedding_model.py | ||
| openai_embedding_model.py | ||
| openai_embedding_model_sync.py | ||