README.md

metadata

title: AnySecret Chat Assistant
emoji: 🔐
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: true
license: mit
short_description: AI assistant for AnySecret configuration management
hardware: cpu-upgrade

🔐 AnySecret Chat Assistant

An AI-powered assistant specialized in AnySecret configuration management, trained to help with:

• Multi-cloud configuration (AWS, GCP, Azure, Kubernetes)
• CLI commands and usage patterns
• CI/CD integration (GitHub Actions, Jenkins, GitLab)
• Python SDK implementation
• Security best practices for secrets management
• Migration guidance from other tools

🚀 Features

• Specialized Knowledge: Trained specifically on AnySecret documentation and patterns
• Interactive Chat: Real-time conversation interface
• Code Examples: Provides practical, copy-pasteable code snippets
• Multi-cloud Expertise: Understands differences between cloud providers
• Production Ready: Includes enterprise deployment guidance

💬 Example Questions

Try asking:

• "How do I configure AnySecret for AWS?"
• "Show me a GitHub Actions workflow with AnySecret"
• "What's the difference between secrets and parameters?"
• "How do I migrate from AWS Parameter Store?"
• "Can you show me Python SDK examples?"

🛠️ Technical Details

• Base Model: Meta Llama 3.2 3B Instruct
• Fine-tuning: LoRA (Low-Rank Adaptation) on AnySecret-specific data
• Training Data: 43 curated examples across 7 categories
• Framework: Transformers + PEFT + Gradio

📚 Related Links

• Website: anysecret.io
• Documentation: docs.anysecret.io
• GitHub: anysecret-io/anysecret-lib
• Commercial License: License Terms

🔧 Local Development

# Clone this space
git clone https://huggingface.co/spaces/anysecret-io/anysecret-chat
cd anysecret-chat

# Install dependencies
pip install -r requirements.txt

# Run locally
python app.py

📖 Model Information

This assistant uses a fine-tuned version of Llama 3.2 3B Instruct, specifically trained on AnySecret patterns and best practices. The model can:

• Generate CLI commands with proper syntax
• Explain configuration concepts clearly
• Provide code examples in multiple languages
• Suggest architectural patterns for different scales
• Help troubleshoot common issues

⚠️ Limitations

• Training Data: Based on AnySecret v1.x documentation
• Not Official Support: For production issues, use official support channels
• General Purpose: May not have latest feature updates
• Experimental: This is a demonstration of AI-assisted documentation

📄 License

This chat interface is MIT licensed. The underlying AnySecret software is dual-licensed:

• AGPL-3.0 for open source use
• Commercial License for business use

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Built with ❤️ by the AnySecret team • Get Commercial License