FROM ghcr.io/danny-avila/librechat-rag-api-dev:latest

ENV RAG_PORT=7860
ENV EMBEDDINGS_MODEL='intfloat/multilingual-e5-large-instruct'
ENV EMBEDDINGS_PROVIDER=huggingface
ENV HF_HOME=/app/.cache
ENV VECTOR_DB_TYPE=atlas-mongo
ENV ATLAS_MONGO_DB_URI=mongodb+srv://vaibhavarduinoa:techi721@cluster0.zd3v3.mongodb.net/rag?retryWrites=true
ENV COLLECTION_NAME=rag
ENV ATLAS_SEARCH_INDEX=vector_index

RUN mkdir -p /app/uploads && chmod -R 777 /app/uploads
RUN mkdir -p /nltk_data && chmod -R 777 /nltk_data

RUN mkdir -p /app/.cache && chmod -R 777 /app/.cache