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Update app.py
Browse files
app.py
CHANGED
@@ -53,23 +53,40 @@ else:
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# Load, chunk, and index the contents of the blog
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def load_data(url):
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vectorstore = Chroma.from_documents(documents=splits, embedding=embedding_model)
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return vectorstore
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except Exception as e:
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st.error(f"An error occurred while loading the blog: {e}")
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return None
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# Load the data if a URL is provided
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if blog_url:
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# Load, chunk, and index the contents of the blog
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def load_data(url):
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try:
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loader = WebBaseLoader(
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web_paths=(url,),
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bs_kwargs=dict(
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parse_only=bs4.SoupStrainer(
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class_=("post-content", "post-title", "post-header")
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)
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),
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)
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docs = loader.load()
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if not docs:
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st.error("No documents were loaded. Please check the URL and try again.")
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return None
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st.write(f"Loaded {len(docs)} documents.")
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text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=200)
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splits = text_splitter.split_documents(docs)
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if not splits:
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st.error("No document splits were created. Please check the document content.")
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return None
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st.write(f"Created {len(splits)} document splits.")
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vectorstore = Chroma.from_documents(documents=splits, embedding=embedding_model)
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if vectorstore is None:
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st.error("Failed to create the vectorstore.")
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return None
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return vectorstore
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except Exception as e:
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st.error(f"An error occurred while loading the blog: {e}")
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return None
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# Load the data if a URL is provided
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if blog_url:
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