Update src/ingestion/document_processor.py
Browse files
src/ingestion/document_processor.py
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@@ -8,19 +8,22 @@ class DocumentProcessor:
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self.embeddings = embeddings
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def process_pdfs(self, pdf_paths):
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documents = []
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for path in pdf_paths:
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loader = PyPDFLoader(path)
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documents.extend(loader.load())
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)
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splits = splitter.split_documents(documents)
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self.embeddings = embeddings
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def process_pdfs(self, pdf_paths):
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documents = []
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for path in pdf_paths:
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loader = PyPDFLoader(path)
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docs = loader.load()
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# Ensure source filename exists
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for d in docs:
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d.metadata["source"] = path.split("/")[-1]
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documents.extend(docs)
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splitter = RecursiveCharacterTextSplitter(
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chunk_size=Config.CHUNK_SIZE,
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chunk_overlap=Config.CHUNK_OVERLAP
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)
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splits = splitter.split_documents(documents)
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return FAISS.from_documents(splits, self.embeddings)
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