feat: update docker and env files

Models on HF have changed again. Waiting to get access from
Llama 4 for the guard model.

Dockerfile

@@ -1,4 +1,4 @@
-FROM fedora:43
+FROM fedora:44
 
 EXPOSE 7860
 
@@ -7,13 +7,13 @@ RUN dnf install python3.13 uv git-core -y
 RUN useradd -m -u 1000 user
 RUN mkdir -p /app && chown -R user:user /app
 
-RUN git clone --depth 1 https://github.com/NeuroML/neuroml-ai.git /app
+RUN git clone --branch=development --depth 1 https://github.com/NeuroML/neuroml-ai.git /app
 RUN chown -R user:user /app
 
 WORKDIR /app
 USER user
 
-RUN uv venv /app/nml-ai-venv
+RUN uv venv --python=/usr/bin/python3.13 /app/nml-ai-venv
 ENV VIRTUAL_ENV=/app/nml-ai-venv
 ENV PATH="/app/nml-ai-venv/bin:$PATH"
 
@@ -23,10 +23,9 @@ RUN uv pip install -r requirements.txt
 
 # in huggingface folder
 COPY --chown=user scripts/* /app/scripts/
+COPY --chown=user rag.env /app
 RUN chmod +x scripts/docker-deploy.sh
 
-ENV GEN_RAG_CHAT_MODEL="huggingface:Qwen/Qwen3-4B-Instruct-2507:cheapest"
-ENV GEN_RAG_VS_CONFIG="/app/scripts/vector-stores.json"
 ENV RUNNING_IN_DOCKER=1
 
 CMD ["./scripts/docker-deploy.sh"]

rag.env

@@ -0,0 +1,6 @@
+CHAT_MODEL=huggingface:Qwen/Qwen3.5-9B
+GUARD_MODEL=huggingface:meta-llama/Llama-Guard-4-12B
+MCP_CONFIG_FILE=
+NON_DOMAIN_CHAT=true
+VS_CONFIG_FILE="/app/scripts/vector-stores.json"
+

scripts/docker-deploy.sh

@@ -12,7 +12,7 @@
 #nml-mcp &
 
 echo "Starting fastapi"
-fastapi run neuroml_ai/neuroml_ai/api/main.py --host 127.0.0.1 --port 8005 &
+fastapi run rag_pkg/gen_rag/api/main.py --host 127.0.0.1 --port 8005 &
 
 echo "Starting streamlit frontend"
-streamlit run neuroml_ai/neuroml_ai/ui/streamlit_ui.py --server.port=7860 --server.address=0.0.0.0
+streamlit run rag_pkg/gen_rag/ui/streamlit_ui.py --server.port=7860 --server.address=0.0.0.0