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Update app.py
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app.py
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@@ -59,8 +59,25 @@ class DocumentRetrievalAndGeneration:
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content += self.documents[idx].page_content + "\n"
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print(self.documents[idx].page_content)
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print("############################")
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-
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# Encode and prepare inputs
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messages = [{"role": "user", "content": prompt}]
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@@ -79,7 +96,7 @@ class DocumentRetrievalAndGeneration:
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print("Time elapsed:", elapsed_time)
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print("Device in use:", self.llm.device)
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return generated_response
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def qa_infer_gradio(self, query):
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response = self.query_and_generate_response(query)
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@@ -130,7 +147,7 @@ if __name__ == "__main__":
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allow_flagging='never',
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examples=EXAMPLES,
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cache_examples=False,
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outputs=gr.Textbox(label="SOLUTION"),
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css=css_code
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)
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content += self.documents[idx].page_content + "\n"
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print(self.documents[idx].page_content)
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print("############################")
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prompt=f"""
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You are a knowledgeable assistant with access to a comprehensive database.
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I need you to answer my question and provide related information in a specific format.
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I have provided five relatable json files {content}, choose the most suitable chunks for answering the query
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Here's what I need:
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Include a final answer without additional comments, sign-offs, or extra phrases. Be direct and to the point.
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content
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Here's my question:
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Query:{query}
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Solution==>
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Example1
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Query: "How to use IPU1_0 instead of A15_0 to process NDK in TDA2x-EVM",
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Solution: "To use IPU1_0 instead of A15_0 to process NDK in TDA2x-EVM, you need to modify the configuration file of the NDK application. Specifically, change the processor reference from 'A15_0' to 'IPU1_0'.",
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Example2
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Query: "Can BQ25896 support I2C interface?",
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Solution: "Yes, the BQ25896 charger supports the I2C interface for communication.",
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"""
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# prompt = f"Query: {query}\nSolution: {content}\n"
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# Encode and prepare inputs
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messages = [{"role": "user", "content": prompt}]
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print("Time elapsed:", elapsed_time)
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print("Device in use:", self.llm.device)
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return generated_response,content
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def qa_infer_gradio(self, query):
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response = self.query_and_generate_response(query)
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allow_flagging='never',
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examples=EXAMPLES,
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cache_examples=False,
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outputs=[gr.Textbox(label="SOLUTION"), gr.Textbox(label="RELATED QUERIES")],
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css=css_code
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)
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