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Update main.py
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main.py
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@@ -1,5 +1,6 @@
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from fastapi import FastAPI, File, UploadFile, Form
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import os
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from langchain_community.document_loaders import PyMuPDFLoader
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from LoadLLM import Loadllm
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from langchain_community.embeddings import HuggingFaceEmbeddings
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@@ -17,12 +18,13 @@ async def home():
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@app.post('/PromptBuddy')
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async def PromptLLM(file: UploadFile = File(...), query: str = Form(...)):
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loader = PyMuPDFLoader(file_path=
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data = loader.load()
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# Create embeddings using Sentence Transformers
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from fastapi import FastAPI, File, UploadFile, Form
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import os
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import tempfile
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from langchain_community.document_loaders import PyMuPDFLoader
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from LoadLLM import Loadllm
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from langchain_community.embeddings import HuggingFaceEmbeddings
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@app.post('/PromptBuddy')
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async def PromptLLM(file: UploadFile = File(...), query: str = Form(...)):
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with tempfile.NamedTemporaryFile(delete=False) as temp_file: # Create temporary file
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temp_file_path = temp_file.name
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with open(temp_file_path, 'wb') as f:
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shutil.copyfileobj(file.file, f)
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loader = PyMuPDFLoader(file_path= temp_file_path)
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data = loader.load()
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# Create embeddings using Sentence Transformers
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