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Running
Running
dongyubin
commited on
Commit
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3be0237
1
Parent(s):
5f11e97
更新
Browse files- .gitignore +1 -0
- README.md +5 -5
- app.py +35 -0
- requirements.txt +4 -0
.gitignore
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.venv/
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README.md
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---
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title: Summarize
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emoji:
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sdk: gradio
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sdk_version: 3.
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app_file: app.py
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pinned: false
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title: Summarize Your Webpage Api
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emoji: 🐨
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colorFrom: green
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colorTo: indigo
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sdk: gradio
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sdk_version: 3.35.2
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app_file: app.py
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pinned: false
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---
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app.py
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import gradio
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import os
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from langchain.chains.question_answering import load_qa_chain
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from langchain.document_loaders import UnstructuredURLLoader
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from langchain import HuggingFaceHub
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os.environ["HUGGINGFACEHUB_API_TOKEN"] = "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"
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llm = HuggingFaceHub(repo_id="declare-lab/flan-alpaca-large", model_kwargs={"temperature":0.1, "max_length":512})
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os.environ["LANGCHAIN_TRACING_V2"] = "true"
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os.environ["LANGCHAIN_ENDPOINT"] = "https://api.smith.langchain.com"
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os.environ["LANGCHAIN_API_KEY"] = "ls__ae9b316f4ee9475b84f66c616344d713"
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os.environ["LANGCHAIN_PROJECT"] = "Sequential-Chain"
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def main():
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gradio_interface = gradio.Interface(
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fn = my_inference_function,
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inputs = "text",
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outputs = "text")
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gradio_interface.launch()
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def my_inference_function(url):
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loader = UnstructuredURLLoader(urls=[url])
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data = loader.load()
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chain = load_qa_chain(llm=llm, chain_type="stuff")
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response = chain.run(input_documents=data, question="Summarize this article in a paragraph and provide a name and link")
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return response
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if __name__ == '__main__':
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main()
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requirements.txt
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langchain
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huggingface_hub
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unstructured
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gradio
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