Fast Personal AI Assistant & Structured Output

A quick start personal AI assistant framework using OpenAI, Groq, AssemblyAI and ElevenLabs.

And a breakdown of the reliability of AI agents with the new structured output.

Setup

• Create and activate virtual environment:

  python -m venv venv
  source venv/bin/activate  # On Windows, use `venv\Scripts\activate`

• Install dependencies:

  pip install -r requirements.txt

• Set up environment variables:

  cp .env.sample .env
  # Edit .env file and add your API keys

  I recommend starting with the OpenAI assistant since you only need to set up the OpenAI API key..

• Run the main script:

  python main.py

• Run the structured output script:

  python structured_outputs_example.py

• Press Enter to start recording, and Enter again to stop recording.

• Adjust the maximum duration of the recording in constants.py: DURATION

• Update configuration variables in constants.py

  • Tweak naming.
  • Update the prompt to your liking.
  • Update the assistant type to the one you want to use.

Watch the walk through video

• Coding RELIABLE AI Agents: Legit Structured Outputs Use Cases (Strawberry Agent?)
• CONTROL your Personal AI Assistant with GPT-4o mini & ElevenLabs

Resources

• https://openai.com/index/introducing-structured-outputs-in-the-api/
• https://www.assemblyai.com/
• https://console.groq.com/docs/speech-text
• https://console.groq.com/docs/libraries
• https://platform.openai.com/docs/guides/speech-to-text
• https://platform.openai.com/docs/guides/text-to-speech
• https://platform.openai.com/docs/api-reference/audio#audio/createTranscription-prompt
• https://openai.com/api/pricing/