workflowstacks
prompt

Gemini API with Cookbook

Get Gemini API guides, using Jupyter Notebook examples.
intermediate⏱ 30 minutesπŸ’΅ Free (self-hosted)
17,698 stars2,747 forksJupyter NotebookGuide quality 8/10Updated 8/19/2026100% free Β· open source
What it is

Use the Gemini API to build and connect your own AI chatbots.

Real use case example

"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."

Best insideGemini Code AssistCursorGPT (ChatGPT)Any AI Client
When to use it
  • β€’When you need to integrate the Gemini API into your application and require step-by-step guidance.
  • β€’When looking for community-reviewed and tested examples to solve specific Gemini API use cases.
  • β€’When you want to learn by interacting with live code examples in Jupyter Notebooks.
Ready-to-paste prompt
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.
Heads up: Ensure you have a Google account and enable the Gemini API in the Google Cloud Console to obtain the necessary API keys for authentication, which is a prerequisite for using the cookbook examples.
Saves to your device
Use with Claude
New

Skip the builder β€” one click puts this in Claude, Cursor, Antigravity and more.

⚑ Runs out of the box

A prompt/skill package β€” nothing to install beyond adding it to your AI tool.

Try it instantly β€” no install
Claude Code
mkdir -p ~/.claude/skills/cookbook && curl -fsSL https://workflowstacks.com/api/skills/cookbook/claude-skill -o ~/.claude/skills/cookbook/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go β€” no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Gemini API with Cookbook works
Codeflow
Free to inspect

Gemini API with Cookbook is mostly documents (30 doc files, 43 small scripts) β€” something you read, not something you run. There is nothing to install. Last commit this month, Apache-2.0 license.

Size
Mostly documents
30 documents Β· 43 small scripts Β· 34 min skim
Setup
No code to run
It's prompts / instructions. Copy them into your AI tool.
Runs on
Inside your AI tool
Nothing to install on your machine
Jupyter Notebook 100%
Where to start reading
  1. 1
    README.md
    Start here β€” what it does and how to install it
  2. 2
    examples/Agent_Module_EU_AI_Act_Compliance.ipynb
    A worked example β€” copy this to get going
What's in each folder
examples/Examples you can copy108 files
quickstarts/Folder87 files
tools/Helper scripts31 files
quickstarts-js/Folder7 files
.github/CI / automation (GitHub Actions)7 files
.devcontainer/Editor / agent settings2 files
.gemini/Tool / agent settings2 files
READMEDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
google-gemini
Language
Jupyter Notebook
Category
prompt
Published
3/13/2024

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