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AI Voice AgentsUpwork

Private Local AI Voice Assistant

Fully local, private voice assistant pipeline using Whisper STT + Ollama/Llama3 + Piper TTS — runs 100% on-device with optional Twilio phone number integration for phone-based access.

🎯 The Problem

Client needed a private voice assistant that never sends data to third-party servers.

⚙️ The Solution

Assembled a local pipeline: Whisper for speech recognition, Ollama with Llama3 for reasoning, Piper TTS for voice, and FastAPI as the coordination layer.

The Result

Fully offline voice assistant with Twilio integration for phone access.

Tech Stack

PythonOllamaLlama3WhisperPiper TTSFastAPITwilio

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