fast-api-cloud / README.md
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---
title: AIShoppingAssistance Server
emoji: πŸ”₯
colorFrom: indigo
colorTo: green
sdk: docker
pinned: false
---
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
## Current Directory Structure for the Server
```
hf_server/
β”œβ”€β”€ app/
β”‚ β”œβ”€β”€ __init__.py # Python package marker
β”‚ β”œβ”€β”€ main.py # Main entrypoint (FastAPI, Middlewares, Routers, and lifespans)
β”‚ β”œβ”€β”€ config.py # Server & model configuration constants
β”‚ β”œβ”€β”€ models/ # Pydantic schemas / request-response models
β”‚ β”‚ β”œβ”€β”€ __init__.py
β”‚ β”‚ └── recipe.py # Pydantic model for recipes
β”‚ β”œβ”€β”€ services/ # Heavy logic & external database clients
β”‚ β”‚ β”œβ”€β”€ __init__.py
β”‚ β”‚ β”œβ”€β”€ http_client.py # Global HTTPX AsyncClient lifecycle
β”‚ β”‚ β”œβ”€β”€ detector.py # CLIP/ONNX model and embedding generation
β”‚ β”‚ β”œβ”€β”€ chroma.py # ChromaDB Searcher
β”‚ β”‚ └── supabase.py # Supabase Querier
β”‚ β”œβ”€β”€ routes/ # API endpoints
β”‚ β”‚ β”œβ”€β”€ __init__.py
β”‚ β”‚ β”œβ”€β”€ health.py # health and root paths
β”‚ β”‚ β”œβ”€β”€ detection.py # product detection, embeddings, and gallery
β”‚ β”‚ └── recipe.py # recipe generation and cart agent
β”‚ └── agents/ # AI agents & parser logic
β”‚ β”œβ”€β”€ __init__.py
β”‚ β”œβ”€β”€ shopping_assistant_agent.py # Main conversational agentic loop
β”‚ β”œβ”€β”€ recipe_agent.py # Recipe agent orchestrator
β”‚ └── tools/ # Agent tools
β”‚ β”œβ”€β”€ __init__.py
β”‚ └── quantity_parser_tool.py # Quantity measurement parser
β”œβ”€β”€ requirements.txt
β”œβ”€β”€ Dockerfile # Updated entrypoint cmd
└── run_local.sh
```