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36 lines
941 B
Python
36 lines
941 B
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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from typing import List
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from langchain.document_loaders import PyPDFLoader
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from langchain.schema import Document
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from pilot.source_embedding import SourceEmbedding, register
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class PDFEmbedding(SourceEmbedding):
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"""yuque embedding for read yuque document."""
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def __init__(self, file_path, model_name, vector_store_config):
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"""Initialize with pdf path."""
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self.file_path = file_path
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self.model_name = model_name
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self.vector_store_config = vector_store_config
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@register
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def read(self):
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"""Load from pdf path."""
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loader = PyPDFLoader(self.file_path)
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return loader.load()
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@register
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def data_process(self, documents: List[Document]):
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i = 0
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for d in documents:
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documents[i].page_content = d.page_content.replace(" ", "").replace("\n", "")
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i += 1
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return documents
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