A web app to call various Hugging Face API with natural language by GPT function calling feature
- Frontend: React (TypeScript) hosted on Microsoft Azure App Service
- Backend: FastAPI (Python) hosted on Microsoft Azure Functions
The idea of this project is inspired by the paper "HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face" (GitHub page: microsoft/JARVIS), which was initially published on 2023 March 30th.
But the difference is that this project utilizes the GPT function calling feature, which was newly introduced on 2023 June 13th.
See more details in hugging_gpt.py.
- image-classification
- object-detection
- image-to-text
- visual-question-answering
See more details in huggingface_available_functions.json.