Update app.py
Browse files
app.py
CHANGED
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@@ -45,40 +45,33 @@ def local_query(query, context):
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def run_query(btn, history, query):
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loader = PDFMinerLoader(file_name)
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doc = loader.load()
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text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
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texts = text_splitter.split_documents(doc)
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texts = [i.page_content for i in texts]
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doc_emb = st_model.encode(texts)
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doc_emb = doc_emb.tolist()
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ids = [str(uuid.uuid1()) for _ in doc_emb]
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client = chromadb.Client()
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collection = client.create_collection("test_db")
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collection.add(
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embeddings=doc_emb,
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documents=texts,
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ids=ids
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)
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context = get_context(query, collection)
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def run_query(btn, history, query):
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# file_name = btn.name
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# loader = PDFMinerLoader(file_name)
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# doc = loader.load()
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# text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
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# texts = text_splitter.split_documents(doc)
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# texts = [i.page_content for i in texts]
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# doc_emb = st_model.encode(texts)
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# doc_emb = doc_emb.tolist()
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# ids = [str(uuid.uuid1()) for _ in doc_emb]
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# client = chromadb.Client()
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# collection = client.create_collection("test_db")
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# collection.add(
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# embeddings=doc_emb,
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# documents=texts,
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# ids=ids
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# )
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context = get_context(query, collection)
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