Gemini API with Cookbook
From the repo · “Examples and guides for using the Gemini API”
Use the Gemini API to build and connect your own AI chatbots.
"A founder can use the Gemini API to build a chatbot that pulls product data from Amazon and responds to customer questions about product availability. Here's how: First, sign up for a Gemini API key, then set up a new chatbot in a development environment like Jupyter Notebook. Finally, use the Gemini API to connect the chatbot to the Amazon API and start building custom responses. With the Gemini API, the founder can quickly build a chatbot that saves time and improves customer satisfaction."
- •When you need to integrate the Gemini API into your application and require step-by-step guidance.
- •When looking for community-reviewed and tested examples to solve specific Gemini API use cases.
- •When you want to learn by interacting with live code examples in Jupyter Notebooks.
Open a Jupyter Notebook and create a new cell with `import gemini` to start using the Gemini API, following the examples provided in the repository.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/cookbook && curl -fsSL https://workflowstacks.com/api/skills/cookbook/claude-skill -o ~/.claude/skills/cookbook/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Gemini API with Cookbook is mostly documents (30 doc files, 43 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, Apache-2.0 license.
- 1README.mdStart here — what it does and how to install it
- 2examples/Agent_Module_EU_AI_Act_Compliance.ipynbA worked example — copy this to get going
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/cookbook && curl -fsSL https://workflowstacks.com/api/skills/cookbook/claude-skill -o ~/.claude/skills/cookbook/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
AI Support Agent (Chat)
A chat agent that answers customer questions from YOUR business info — with conversation memory. It never invents policies; anything it doesn't know, it hands to a human.
Outcome guideAutomate replies to your customer reviews
The workflow reads your reviews and drafts a personalized reply for each: warm thanks for happy customers, careful and de-escalating for unhappy ones. Nothing posts automatically — you approve every draft.
Outcome guideAutomate your product descriptions with AI
You keep your products in a Google Sheet. The workflow reads each one, writes a benefit-led description in a consistent brand voice, and saves it back — for your whole catalog at once. You review and publish.
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