Update app.py
Browse files
app.py
CHANGED
@@ -60,11 +60,11 @@ def document_loading_splitting():
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loader = WebBaseLoader(WEB_URL_1)
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docs.extend(loader.load())
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# Load YouTube
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loader = GenericLoader(YoutubeAudioLoader([YOUTUBE_URL_1,
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docs.extend(loader.load())
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# Document splitting
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text_splitter = RecursiveCharacterTextSplitter(chunk_overlap = 150,
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chunk_size = 1500)
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@@ -124,8 +124,8 @@ def invoke(openai_api_key, rag_option, prompt):
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db = document_retrieval_chroma(llm, prompt)
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result = rag_chain(llm, prompt, db)
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elif (rag_option == "MongoDB"):
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db = document_retrieval_mongodb(llm, prompt)
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result = rag_chain(llm, prompt, db)
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else:
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loader = WebBaseLoader(WEB_URL_1)
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docs.extend(loader.load())
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# Load YouTube
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#loader = GenericLoader(YoutubeAudioLoader([YOUTUBE_URL_1,
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# YOUTUBE_URL_2,
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# YOUTUBE_URL_3], YOUTUBE_DIR),
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# OpenAIWhisperParser())
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#docs.extend(loader.load())
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# Document splitting
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text_splitter = RecursiveCharacterTextSplitter(chunk_overlap = 150,
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chunk_size = 1500)
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db = document_retrieval_chroma(llm, prompt)
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result = rag_chain(llm, prompt, db)
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elif (rag_option == "MongoDB"):
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splits = document_loading_splitting()
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document_storage_mongodb(splits)
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db = document_retrieval_mongodb(llm, prompt)
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result = rag_chain(llm, prompt, db)
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else:
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