fix mem compare fix split
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@@ -77,13 +77,7 @@ def main():
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chunk_size=256, chunk_overlap=20, separator=" ", paragraph_separator="\n\n"
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chunk_size=256, chunk_overlap=20, separator=" ", paragraph_separator="\n\n"
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)
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)
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all_texts = []
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tracker.checkpoint("After text splitter setup")
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for doc in documents:
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nodes = node_parser.get_nodes_from_documents([doc])
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for node in nodes:
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all_texts.append(node.get_content())
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tracker.checkpoint("After text chunking")
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# Check if index already exists and try to load it
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# Check if index already exists and try to load it
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index_loaded = False
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index_loaded = False
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@@ -115,7 +109,9 @@ def main():
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vector_store = FaissVectorStore(faiss_index=faiss_index)
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vector_store = FaissVectorStore(faiss_index=faiss_index)
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storage_context = StorageContext.from_defaults(vector_store=vector_store)
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storage_context = StorageContext.from_defaults(vector_store=vector_store)
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index = VectorStoreIndex.from_documents(
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index = VectorStoreIndex.from_documents(
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documents, storage_context=storage_context
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documents,
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storage_context=storage_context,
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transformations=[node_parser]
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)
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)
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tracker.checkpoint("After index building")
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tracker.checkpoint("After index building")
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