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35 lines
1.0 KiB
Python
35 lines
1.0 KiB
Python
from cognee.infrastructure.databases.vector import get_vector_engine_async
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from cognee.modules.chunking import DocumentChunk
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async def has_new_chunks(
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data_chunks: list[DocumentChunk], collection_name: str
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) -> list[DocumentChunk]:
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vector_engine = await get_vector_engine_async()
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if not await vector_engine.has_collection(collection_name):
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# There is no collection created,
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# so no existing chunks, all chunks are new.
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return True
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existing_chunks = await vector_engine.retrieve(
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collection_name,
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[str(chunk.chunk_id) for chunk in data_chunks],
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)
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if len(existing_chunks) == 0:
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# If we don't find any existing chunk,
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# all chunks are new.
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return True
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existing_chunks_map = {chunk.id: chunk.payload for chunk in existing_chunks}
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new_data_chunks = [
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chunk
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for chunk in data_chunks
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if chunk.chunk_id not in existing_chunks_map
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or chunk.text != existing_chunks_map[chunk.chunk_id]["text"]
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]
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return len(new_data_chunks) > 0
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