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pankaj2026/TittoosAI
TittoosAI is a machine learning model from pankaj2026. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Tittoo is a powerful AI agent that can understand voice and text input in multiple Indian languages, execute code, and respond with voice or text. It uses local models by default with automatic fallback to cloud servi…
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Updated Nov 3, 2025
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From the Hugging Face model README
Tittoo is a powerful AI agent that can understand voice and text input in multiple Indian languages, execute code, and respond with voice or text. It uses local models by default with automatic fallback to cloud services when needed.
Tittoo/
├── utils/
│ ├── __init__.py
│ ├── stt.py # Speech-to-Text service (Whisper.cpp & OpenAI)
│ ├── llm_local.py # Local LLM service (Ollama)
│ ├── llm_fallback.py # Cloud LLM service (OpenAI)
│ ├── runner.py # Safe Python code execution
│ └── tts.py # Text-to-Speech service
├── vscode-extension/
│ ├── package.json # Extension metadata and dependencies
│ ├── tsconfig.json # TypeScript configuration
│ └── src/
│ └── extension.ts # Extension implementation with webview
├── app.py # FastAPI backend application
├── huggingface_app.py # Hugging Face deployment configuration
├── requirements.txt # Python dependencies
├── setup_tittoo.ps1 # Windows setup script
└── README.md # This file
Clone the repository:
git clone https://github.com/yourusername/tittoo.git
cd tittoo
Run the setup script:
.\setup_tittoo.ps1
Configure environment variables:
.env file created by the setup scriptPull the Llama3 model in Ollama:
ollama pull llama3
Start the FastAPI backend server:
uvicorn app:app --host 0.0.0.0 --port 8000
vscode-extension folder in VS Codepip install -r requirements.txt
pip install gradio
huggingface_app.py as the entry pointTittoo automatically switches between local and cloud services based on:
The fallback mechanism is implemented in each service class and provides seamless transitions between local and cloud processing.
.env fileMIT
✅ One-line PowerShell command to run backend:
uvicorn app:app --host 0.0.0.0 --port 8000
✅ One-line VS Code command to launch extension:
Tittoo: Start
✅ Example prompt for testing:
Tittoo, ek Python program likh jisme Fibonacci print hota ho.