Skip to main content

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

Project description

PyPI Version Downloads Latest Release License

CI Status Security Scan Python Version

Stars Contributors

rsazure-openai-toolkit PyPI - Oficial GitHub - Oficial

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 v0.7.0

  • Introduced ConverSession: the new orchestration core for prompt-based conversations
  • Added Agent: a structured loader for prompt and config logic via .rsmeta and config.yaml
  • Modular prompt system with variable substitution, versioning, and validation
  • Full .env integration through env/config.py with centralized access
  • CLI now delegates to ConverSession — cleaner and easier to maintain
  • Merged model_config.py and model.py into unified prompts/model.py
  • All environment access is now centralized and testable

Check the full CHANGELOG for details.


📖 Documentation


📋 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.


👨‍💻 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.

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

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

rsazure_openai_toolkit-0.7.0.tar.gz (24.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

rsazure_openai_toolkit-0.7.0-py3-none-any.whl (32.1 kB view details)

Uploaded Python 3

File details

Details for the file rsazure_openai_toolkit-0.7.0.tar.gz.

File metadata

  • Download URL: rsazure_openai_toolkit-0.7.0.tar.gz
  • Upload date:
  • Size: 24.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for rsazure_openai_toolkit-0.7.0.tar.gz
Algorithm Hash digest
SHA256 612ad88dd8c42a0c4f459f4b18b602013dd04b1a49677a6c9207108a4e0fa0ee
MD5 de8b658934b3a8164ffbcb28a71b20b7
BLAKE2b-256 0d148780f455bccf3d96004c94c2aaec234f72bbe27b75a5c4fe25d536725785

See more details on using hashes here.

File details

Details for the file rsazure_openai_toolkit-0.7.0-py3-none-any.whl.

File metadata

File hashes

Hashes for rsazure_openai_toolkit-0.7.0-py3-none-any.whl
Algorithm Hash digest
SHA256 9daf7fa91ac3d7c5be2df6691dcc490fa3c4fc59d920d56ac7653f1257b97cbc
MD5 757eccee796ce946e6092013eb58465d
BLAKE2b-256 2a801f948a5731811e3fb74a61e912fc3c9d225d74e5ab3f32cf6c632ef899e1

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page