[bugfix] Fix issue when llm config is not defined (#763)
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@@ -392,8 +392,13 @@ class EmbedChain(JSONSerializable):
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# Count before, to calculate a delta in the end.
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chunks_before_addition = self.db.count()
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self.db.add(embeddings=embeddings_data.get("embeddings", None), documents=documents, metadatas=metadatas,
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ids=ids, skip_embedding = (chunker.data_type == DataType.IMAGES))
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self.db.add(
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embeddings=embeddings_data.get("embeddings", None),
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documents=documents,
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metadatas=metadatas,
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ids=ids,
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skip_embedding=(chunker.data_type == DataType.IMAGES),
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)
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count_new_chunks = self.db.count() - chunks_before_addition
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print((f"Successfully saved {src} ({chunker.data_type}). New chunks count: {count_new_chunks}"))
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return list(documents), metadatas, ids, count_new_chunks
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@@ -437,17 +442,18 @@ class EmbedChain(JSONSerializable):
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# We cannot query the database with the input query in case of an image search. This is because we need
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# to bring down both the image and text to the same dimension to be able to compare them.
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db_query = input_query
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if config.query_type == "Images":
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if hasattr(config, "query_type") and config.query_type == "Images":
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# We import the clip processor here to make sure the package is not dependent on clip dependency even if the
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# image dataset is not being used
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from embedchain.models.clip_processor import ClipProcessor
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db_query = ClipProcessor.get_text_features(query=input_query)
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contents = self.db.query(
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input_query=db_query,
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n_results=query_config.number_documents,
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where=where,
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skip_embedding = (config.query_type == "Images")
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skip_embedding=(hasattr(config, "query_type") and config.query_type == "Images"),
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)
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return contents
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