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fix: embedding metadata issue
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parent
92605fd59f
commit
797afd0b72
@ -678,7 +678,19 @@ def save_docs_to_vector_db(
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raise ValueError(ERROR_MESSAGES.EMPTY_CONTENT)
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texts = [doc.page_content for doc in docs]
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metadatas = [{**doc.metadata, **(metadata if metadata else {})} for doc in docs]
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metadatas = [
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{
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**doc.metadata,
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**(metadata if metadata else {}),
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"embedding_config": json.dumps(
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{
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"engine": app.state.config.RAG_EMBEDDING_ENGINE,
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"model": app.state.config.RAG_EMBEDDING_MODEL,
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}
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),
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}
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for doc in docs
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]
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# ChromaDB does not like datetime formats
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# for meta-data so convert them to string.
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@ -717,13 +729,7 @@ def save_docs_to_vector_db(
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"id": str(uuid.uuid4()),
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"text": text,
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"vector": embeddings[idx],
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"metadata": {
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**metadatas[idx],
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"embedding": {
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"engine": app.state.config.RAG_EMBEDDING_ENGINE,
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"model": app.state.config.RAG_EMBEDDING_MODEL,
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},
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},
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"metadata": metadatas[idx],
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}
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for idx, text in enumerate(texts)
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]
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