umsee commited on
Commit ·
7e1807d
1
Parent(s): af999d1
app.py and requirements.txt added
Browse files- app.py +22 -0
- requirements.txt +4 -0
app.py
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from transformers import pipeline
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from langchain_cohere import ChatCohere
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from langchain_core.messages import HumanMessage, SystemMessage
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from langchain_core.output_parsers import StrOutputParser
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import gradio as gr
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llm = ChatCohere(model='command-r')
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pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base")
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parser = StrOutputParser()
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def getting_prompt(txtmsg,spkmsg):
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recog_text = pipe(spkmsg)
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messages = [
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SystemMessage(content=txtmsg),
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HumanMessage(content=recog_text['text']),
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]
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chain = llm | parser
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response = chain.invoke(messages)
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return response
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demo = gr.Interface(getting_prompt,['text','audio'],'text')
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demo.launch()
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requirements.txt
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transformers
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langchain-chroma
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langchain
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