Delete api.py
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api.py
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import os
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import aiohttp
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from dotenv import load_dotenv
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from urllib.parse import urlencode
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load_dotenv()
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async def query_rag_api(question):
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"""
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Asynchronously query the RAG model via Streamlit endpoint.
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Args:
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question (str): The user's question.
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Returns:
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dict: Answer, contexts, or error message.
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Note:
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Replace API_ENDPOINT with your Space's URL (e.g., https://<your-space-id>.hf.space)
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after deployment.
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"""
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# Placeholder - REPLACE with your Space's URL
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API_ENDPOINT = "https://huggingface.co/spaces/samim2024/testing"
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params = {"query": question}
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url = f"{API_ENDPOINT}?{urlencode(params)}"
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try:
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async with aiohttp.ClientSession() as session:
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async with session.get(url, timeout=10) as response:
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response_dict = await response.json()
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if response_dict.get("error"):
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return {"error": response_dict["error"], "answer": "", "contexts": []}
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return {
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"answer": response_dict.get("answer", ""),
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"contexts": response_dict.get("contexts", [])
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}
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except Exception as e:
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return {"error": f"Query failed: {str(e)}", "answer": "", "contexts": []}
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