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Support Gemini embeddings#2

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gemini-embeddings
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Support Gemini embeddings#2
google-labs-jules[bot] wants to merge 1 commit intomasterfrom
gemini-embeddings

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Implemented support for Google Gemini embeddings for the retrieval model. This involves adding the google-generativeai library, creating a new strategy module that handles Gemini embedding requests (iterating over chunks to ensure correct vector shape and setting the dimension to 512), and updating the classification logic to use this new strategy when configured. Also updated LangChain text splitter imports to modern standards.


PR created automatically by Jules for task 5401678453832845914 started by @ericzhoun

- Added `google-generativeai` dependency.
- Implemented `lpm_kernel/common/strategy/strategy_gemini.py` with `output_dimensionality=512`.
- Updated `lpm_kernel/common/strategy/classification.py` to route to Gemini strategy.
- Updated imports to use `langchain_text_splitters`.
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