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Render Deployment

Public demo topology

The Render demo intentionally runs the Streamlit application as a single web service:

Streamlit -> OpenAI-compatible HTTPS endpoint -> LLM

The local LiteLLM/Ollama Compose files remain for development and private/local inference. They are not required for the public Render demo.

Required Render secret

Set OPENAI_API_KEY in Render. The example render.yaml uses OpenRouter's OpenAI-compatible API endpoint, but any compatible endpoint can be used by changing OPENAI_BASE_URL and OPENAI_MODEL.

Render settings

  • Runtime: Docker
  • Region: Singapore
  • Health check: /_stcore/health
  • Start command: provided by the Dockerfile
  • Persistent disk: not required for the demo

Important demo constraint

The Free deployment is a portfolio/demo service, not a production procurement system. Files are processed in temporary storage during a request and are not intended to become a durable audit repository.