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Update app.py
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app.py
CHANGED
@@ -23,18 +23,18 @@ template = """Use the following pieces of context to answer the question at the
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QA_CHAIN_PROMPT = PromptTemplate(input_variables = ["context", "question"], template = template)
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CHROMA_DIR = "docs/chroma/"
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YOUTUBE_DIR = "docs/youtube/"
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MODEL_NAME
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def invoke(openai_api_key, youtube_url, process_video, prompt):
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openai.api_key = openai_api_key
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if (process_video):
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if (os.path.isdir(CHROMA_DIR)):
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os.listdir(CHROMA_DIR)
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shutil.rmtree(CHROMA_DIR)
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if (os.path.isdir(YOUTUBE_DIR)):
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os.listdir(YOUTUBE_DIR)
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shutil.rmtree(YOUTUBE_DIR)
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loader = GenericLoader(YoutubeAudioLoader([youtube_url], YOUTUBE_DIR), OpenAIWhisperParser())
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docs = loader.load()
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@@ -43,9 +43,9 @@ def invoke(openai_api_key, youtube_url, process_video, prompt):
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vector_db = Chroma.from_documents(documents = splits, embedding = OpenAIEmbeddings(), persist_directory = CHROMA_DIR)
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else:
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if (os.path.isdir(CHROMA_DIR)):
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os.listdir(CHROMA_DIR)
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if (os.path.isdir(YOUTUBE_DIR)):
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os.listdir(YOUTUBE_DIR)
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vector_db = Chroma(persist_directory = CHROMA_DIR, embedding_function = OpenAIEmbeddings())
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llm = ChatOpenAI(model_name = MODEL_NAME, temperature = 0)
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qa_chain = RetrievalQA.from_chain_type(llm, retriever = vector_db.as_retriever(), return_source_documents = True, chain_type_kwargs = {"prompt": QA_CHAIN_PROMPT})
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QA_CHAIN_PROMPT = PromptTemplate(input_variables = ["context", "question"], template = template)
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CHROMA_DIR = "docs/chroma/"
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YOUTUBE_DIR = "docs/youtube/"
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MODEL_NAME = "gpt-4"
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def invoke(openai_api_key, youtube_url, process_video, prompt):
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openai.api_key = openai_api_key
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if (process_video):
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if (os.path.isdir(CHROMA_DIR)):
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print(os.listdir(CHROMA_DIR))
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shutil.rmtree(CHROMA_DIR)
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if (os.path.isdir(YOUTUBE_DIR)):
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print(os.listdir(YOUTUBE_DIR))
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shutil.rmtree(YOUTUBE_DIR)
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loader = GenericLoader(YoutubeAudioLoader([youtube_url], YOUTUBE_DIR), OpenAIWhisperParser())
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docs = loader.load()
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vector_db = Chroma.from_documents(documents = splits, embedding = OpenAIEmbeddings(), persist_directory = CHROMA_DIR)
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else:
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if (os.path.isdir(CHROMA_DIR)):
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print(os.listdir(CHROMA_DIR))
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if (os.path.isdir(YOUTUBE_DIR)):
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print(os.listdir(YOUTUBE_DIR))
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vector_db = Chroma(persist_directory = CHROMA_DIR, embedding_function = OpenAIEmbeddings())
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llm = ChatOpenAI(model_name = MODEL_NAME, temperature = 0)
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qa_chain = RetrievalQA.from_chain_type(llm, retriever = vector_db.as_retriever(), return_source_documents = True, chain_type_kwargs = {"prompt": QA_CHAIN_PROMPT})
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