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docker: slim
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@ -10,7 +10,7 @@ RUN npm ci
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COPY . .
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RUN npm run build
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FROM python:3.11-bookworm as base
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FROM python:3.11-slim-bookworm as base
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ENV ENV=prod
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@ -28,7 +28,7 @@ WORKDIR /app/backend
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COPY ./backend/requirements.txt ./requirements.txt
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RUN pip3 install -r requirements.txt
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RUN python -c "from sentence_transformers import SentenceTransformer; model = SentenceTransformer('all-MiniLM-L6-v2')"
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# RUN python -c "from sentence_transformers import SentenceTransformer; model = SentenceTransformer('all-MiniLM-L6-v2')"
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COPY ./backend .
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@ -11,7 +11,7 @@ from fastapi import (
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from fastapi.middleware.cors import CORSMiddleware
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import os, shutil
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from chromadb.utils import embedding_functions
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# from chromadb.utils import embedding_functions
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from langchain_community.document_loaders import WebBaseLoader, TextLoader, PyPDFLoader
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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@ -29,9 +29,9 @@ from utils.utils import get_current_user
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from config import UPLOAD_DIR, EMBED_MODEL, CHROMA_CLIENT, CHUNK_SIZE, CHUNK_OVERLAP
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from constants import ERROR_MESSAGES
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EMBEDDING_FUNC = embedding_functions.SentenceTransformerEmbeddingFunction(
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model_name=EMBED_MODEL
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)
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# EMBEDDING_FUNC = embedding_functions.SentenceTransformerEmbeddingFunction(
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# model_name=EMBED_MODEL
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# )
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app = FastAPI()
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