picnic-ai-agent — Gemini AI Agent
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    picnic-ai-agent

    picnic-ai-agent

    Jensssen December 14, 2024
    3 copies 0 downloads

    AI agent that interacts with the online grocery store Picnic.

    Picnic AI Agent

    This project demonstrates an agentic use case for interacting with the online grocery store Picnic. Picnic is a Dutch online supermarket that delivers groceries to your door. I am a big fan of their service and simply wanted to create a fun project that combines their API with AI, without using any big agent framework such as LangGraph or Swarm. As an ML model, I have chosen the latest version of Googles Gemini model series called Gemini 2.0 Flash which is currently in experimental state. However, it is multimodal and accepts/generates not only written text but also voice out of the box.

    Setup

    This project requires a Google Claude API key and a Picnic account.

    1. Create a .env file in the root directory and add the necessary environment variables. You can use the .env.example file as a template.
    2. Create a virtual environment using uv venv and activate it using source .venv/bin/activate.
    3. Run uv run python picnic_agent.py to start the agent.

    How to run

    In order to run the agent, simply execute uv run python picnic_agent.py. The agent will start and wait for your commands. At this moment in time, it is necessary to use a headset, while talking to the agent, as it uses the microphone to listen to your commands. Otherwise, the agent would talk to himself. picnic_agent.py is running the Gemini API in "TEXT" mode. That means that the model response modality is text and not voice. In a second step, I am converting the text response to speech using the Text-to-Speech API from Google. This gives me a lot more flexibility in terms of language and voice selection. The downside of this approach is that I loose the speech interruption feature. I always have to wait until the AI has finished speaking. I also tested the AUDIO response mode. However, that mode still seams to be a bit

    Tags

    agentsaiapiflashgeminipicnic

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