anam_code / README.md
Vaibhav Kathait
Initial deploy
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metadata
title: Anam Code
emoji: πŸ§‘β€βš•οΈ
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
pinned: false

Anam avatar demo β€” Hugging Face Spaces deploy package

Self-contained copy of the anam (FastAPI backend + frontend) and agent (LLM + local RAG server) apps, stripped of local caches/secrets, ready to push to a Hugging Face Space.

What's in here

  • Dockerfile, start.sh β€” build the image and run both servers (agent internally on port 8005, anam publicly on port 7860 β€” the port Hugging Face Spaces expects).
  • anam/ β€” the avatar app (frontend + backend in one FastAPI process).
  • agent/ β€” the LLM proxy used by anam's "Agent LLM" mode.
  • scripts/create_vector_store.py β€” one-off script to create the persistent OpenAI vector store used by anam's local RAG (upload documents β†’ search).

Deploy steps

1. Create the vector store (once)

pip install openai
OPENAI_API_KEY=sk-... python scripts/create_vector_store.py

Copy the printed vs_... id β€” you'll need it in step 4.

2. Create the Space

On huggingface.co β†’ New Space β†’ SDK: Docker β†’ Hardware: CPU basic (free).

3. Push this folder to it

git init
git add .
git commit -m "Initial deploy"
git remote add hf https://huggingface.co/spaces/<your-username>/<space-name>
git push hf main

4. Add repository secrets

Space β†’ Settings β†’ Variables and secrets β†’ New secret:

Name Value
ANAM_API_KEY your Anam API key
OPENAI_API_KEY your OpenAI API key
OPENAI_VECTOR_STORE_ID the vs_... id from step 1

5. Done

The Space rebuilds automatically once secrets are set. Open the Space URL to verify.

Known limitation

anam/rag_state.json (native Anam-hosted RAG ids) and anam/telemetry_data.json reset on every Space rebuild/restart β€” the free tier has no persistent disk. The OpenAI-vector-store-backed local RAG (documents you upload via the UI) is not affected by this β€” it survives restarts as long as OPENAI_VECTOR_STORE_ID stays the same.