rsazure-openai-toolkit 0.6.3

A fast, modular, secure, and auditable toolkit to integrate with Azure OpenAI — with a friendly CLI and dev-first architecture.

rsazure-openai-toolkit

A fast, modular, secure, and auditable Python toolkit to integrate with Azure OpenAI — designed for developers, teams, and production environments.

💡 Use via import rsazure_openai_toolkit as rschat for access to all core features in one import.

---

🚀 What's New in v0.6.x

• Object-oriented CLI (rschat, rschat-tools) — easier to test, extend and reuse
• Persistent session context — with system prompt validation and full/trimmed history tracking
• Reproducible model config — centralized via get_model_config() and ModelConfig
• Transparent logging — structured logs via InteractionLogger (CSV/JSONL)
• Modular architecture — folders like core/, session/, logging/, model_config/, etc.

v0.6.3 - latest

• core.py has been refactored and renamed to core/integration.py as a dedicated integration layer
• Added isolated unit tests using Python’s built-in unittest (no external test dependencies)
• Internal interface core is no longer exposed publicly, enforcing architectural boundaries

Check the full CHANGELOG for details.

---

📖 Documentation

• Project Overview
• Key Features
• Quick Start
• Usage & Environment Setup
• CLI Reference (rschat & rschat-tools)
• Model Configuration
• Session Context & Conversation History
• Logging & Token Tracking
• Troubleshooting
• Generated Samples & Usage Templates
• Security Policy
• Full Changelog

---

📋 Requirements

• Python 3.9 or higher
• An active Azure OpenAI resource and deployment

---

📄 License

This project is open source and licensed under the MIT License, ensuring maximum flexibility and adoption.

You are free to use it in both personal and commercial projects.

---

📦 Changelog

We follow semantic versioning to ensure predictable upgrades.

• 🔎 Check the full CHANGELOG.md for detailed release notes
• 📌 Visit the Releases Page to explore version history

---

👨‍💻 About the Author

I'm a software engineer with real-world experience across backend, frontend, DevOps, cloud, and AI — building solutions that are designed to last.

Today, my passion is helping teams make AI development more accessible, maintainable, and truly production-ready — with full control, transparency, and respect for sound engineering principles.

I believe that great tools should be simple, powerful, and built to empower — not to lock people in. That’s the mindset behind everything I build and share.

---

📬 Contact

I'm always open to feedback, ideas, or professional collaboration.

• GitHub: github.com/renan-siqueira
• Email: [e-mail]
• LinkedIn: linkedin.com/in/renan-siqueira-antonio

Feel free to connect or open an issue.
Suggestions, contributions, and responsible disclosures are always welcome.