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

ENV RAG_PORT=7860
ENV EMBEDDINGS_PROVIDER=huggingface
ENV EMBEDDINGS_MODEL='intfloat/multilingual-e5-large-instruct'
ENV HF_HOME=/app/.cache
ENV VECTOR_DB_TYPE=atlas-mongo
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