AI prompts
base on Giselle: AI App Builder. Open Source. <div align="center">
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<span style="font-size: 18px; color: #666; margin-left: 15px;">the AI agent studio powering product delivery</span>
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</div>
## 👋 Introduction
Giselle is an open source AI for agentic workflows, enabling seamless human-AI collaboration.
## ⚡ Quick Start
Get Giselle running locally in under 2 minutes:
```bash
# Clone the repository
git clone https://github.com/giselles-ai/giselle.git
cd giselle
# Install dependencies
pnpm install
# Create environment file
touch .env.local
# Add your API key (at least one required)
echo 'OPENAI_API_KEY="your_openai_api_key_here"' >> .env.local
# Start development server
pnpm turbo dev
```
Open [http://localhost:3000](http://localhost:3000) and start building your AI agents!
> **Note**: You need at least one AI provider API key. Supported providers: OpenAI, Anthropic, Google AI.
## ✨ Features
<div align="center">
<img src="./docs/assets/featured/pdt1.png" width="100" alt="GitHub AI Operations" style="margin-right: 25px;">
<img src="./docs/assets/featured/pdt2.png" width="100" alt="Visual Agent Builder" style="margin-right: 25px;">
<img src="./docs/assets/featured/pdt3.png" width="100" alt="Multi-Model Composition" style="margin-right: 25px;">
<img src="./docs/assets/featured/pdt4.png" width="100" alt="Knowledge Store" style="margin-right: 25px;">
<img src="./docs/assets/featured/pdt5.png" width="100" alt="Team Collaboration" style="margin-right: 25px;">
<img src="./docs/assets/featured/pdt6.png" width="100" alt="Template Hub">
</div>
- **⚡ GitHub AI Operations** - Automates issues, PRs, and deployments with AI
- **🎨 Visual Agent Builder** - Create and modify agents in minutes using an intuitive drag-and-drop interface
- **🤖 Multi-Model Composition** - Leverage GPT, Claude, Gemini, and more—agents select the best model for each task
- **📁 Knowledge Store** - Access and search your code and data from one place. GitHub vector store integration supported
- **👥 Team Collaboration** - Design agents collaboratively with shared configurations and contextual awareness *(In Development)*
- **🚀 Template Hub** - Kickstart projects with one-click agent templates—contributed by the community *(In Development)*
## 🎯 Use Cases
- **📚 Research Assistant** - Automatically gather information from web and internal docs
- **🔍 Code Reviewer** - AI-powered code review that integrates with your GitHub workflow
- **📄 Document Generator** - Auto-create PRDs, specs, and release notes from your codebase
- **🔄 Workflow Automator** - Chain multiple AI models to handle complex business processes
## 🚀 Using Giselle
### ☁️ Cloud
We host [Giselle](https://giselles.ai/) as a cloud service for anyone to use instantly. It has all the same features as the self-hosted version, and includes 30 minutes of free Agent time per month in the free plan.
### 🏠 Self-hosting
Follow this [starter guide](CONTRIBUTING.md#development-environment-setup) to get Giselle running in your environment.
### 🎵 Vibe Coding Guide
If you're using AI coding assistants like Claude, Cursor, or WindSurf to help build with Giselle, check out our [Vibe Coding Guide](/docs/vibe/01-introduction.md). This guide explains:
- What is vibe coding and how to approach it effectively
- How to set up your Node.js environment and install dependencies
- Understanding Giselle's project structure
- Running the playground and connecting to LLM providers
Designed for both developers and non-engineers, this guide will help you harness the power of AI to build with Giselle without needing traditional coding expertise.
## 🗺️ Roadmap
Giselle is currently still in active development. The roadmap for the public repository is currently being created, and once it's finalized, we will update this README accordingly.
## 🤝 Contributing
Your contributions — big or small — help Giselle evolve and improve. Interested in joining us?
Here's how you can contribute:
- Star this repo ⭐
- Follow us on social media: [Facebook](https://www.facebook.com/GiselleAI/), [X](https://x.com/Giselles_AI), [Instagram](https://www.instagram.com/giselle_de_ai) and [YouTube](https://www.youtube.com/@Giselle_AI)
- [Report a bug](https://github.com/giselles-ai/giselle/issues/new?template=1_bug_report.yml) you encounter while using Giselle
- [Request a feature](https://github.com/giselles-ai/giselle/discussions/categories/ideas) you think would be helpful
- [Submit a pull request](CONTRIBUTING.md#how-to-submit-a-pull-request) if you'd like to add new features or fix bugs
For more details, please see our [contributing guide](CONTRIBUTING.md).
## 📄 License
Giselle is licensed under the [Apache License Version 2.0](LICENSE).
Licenses for third-party packages can be found in [docs/packages-license.md](docs/packages-license.md).
", Assign "at most 3 tags" to the expected json: {"id":"16504","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"