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rsazure-openai-toolkit
<a href="https://pypi.org/project/rsazure-openai-toolkit/">
<img src="https://img.shields.io/badge/PyPI-oficial-blue?logo=pypi" alt="PyPI - Oficial" style="vertical-align: middle;" />
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</h1>
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.
### v0.6.2
- All sample templates have been fully aligned with the core architecture and CLI
- Logging, context, result formatting, and safety checks now follow production-grade standards
> Check the full [CHANGELOG](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/CHANGELOG.md) for details.
___
## 📖 Documentation
- [Project Overview](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/overview.md)
- [Key Features](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/features.md)
- [Quick Start](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/quick_start.md)
- [Usage & Environment Setup](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/usage.md)
- [CLI Reference (`rschat` & `rschat-tools`)](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/cli.md)
- [Model Configuration](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/config.md)
- [Session Context & Conversation History](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/session_context.md)
- [Logging & Token Tracking](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/logging.md)
- [Troubleshooting](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/docs/troubleshooting.md)
- [Generated Samples & Usage Templates](https://github.com/renan-siqueira/rsazure-openai-toolkit/tree/main/samples)
- [Security Policy](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/SECURITY.md)
- [Full Changelog](https://github.com/renan-siqueira/rsazure-openai-toolkit/blob/main/CHANGELOG.md)
___
## 📋 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](LICENSE), ensuring maximum flexibility and adoption.
You are free to use it in both personal and commercial projects.
___
## 📦 Changelog
We follow [semantic versioning](https://semver.org/) to ensure predictable upgrades.
- 🔎 Check the full [CHANGELOG.md](CHANGELOG.md) for detailed release notes
- 📌 Visit the [Releases Page](https://github.com/renan-siqueira/rsazure-openai-toolkit/releases) 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](https://github.com/renan-siqueira)
- Email: [renan.siqu@gmail.com](mailto:renan.siqu@gmail.com)
- LinkedIn: [linkedin.com/in/renan-siqueira-antonio](https://www.linkedin.com/in/renan-siqueira-antonio/)
Feel free to connect or open an issue.
Suggestions, contributions, and responsible disclosures are always welcome.
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