Metadata-Version: 2.4
Name: tbh_secure_agents
Version: 0.1.0
Summary: A secure multi-agent framework by TBH.AI focused on high security.
Project-URL: Homepage, https://github.com/saishshinde15/TBH.AI_SecureAgents.git
Project-URL: Bug Tracker, https://github.com/saishshinde15/TBH.AI_SecureAgents/issues
Project-URL: Repository, https://github.com/saishshinde15/TBH.AI_SecureAgents.git
Author-email: Saish <saish.shinde15@gmail.com>
License-Expression: MIT
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Security
Requires-Python: >=3.8
Requires-Dist: google-generativeai>=0.4.0
Provides-Extra: dev
Requires-Dist: black>=20.8b1; extra == 'dev'
Requires-Dist: flake8>=3.8; extra == 'dev'
Requires-Dist: pytest>=6.0; extra == 'dev'
Description-Content-Type: text/markdown

# TBH Secure Agents

<img width="618" alt="Main" src="https://github.com/user-attachments/assets/dbbf5a4f-7b0b-4f43-9b37-ef77dc761ff1" /> <!-- Placeholder badge --> <!-- Placeholder badge -->

**A secure multi-agent framework by TBH.AI focused on high security.**

This package provides tools and structures for building multi-agent systems with a strong emphasis on security principles. Developed by Saish at TBH.AI.

## Key Features (Planned)

*   **High Security Focus:** Built with security best practices from the ground up. (Details TBD)
*   **Modular Agent Design:** Easily define and customize agents.
*   **Flexible Task Management:** Define complex workflows and tasks for agents.
*   **Secure Communication:** Mechanisms for secure inter-agent communication. (Details TBD)
*   **(Other differentiating features...)**

## Installation

```bash
pip install tbh_secure_agents
```
*(Note: Package not yet available on PyPI)*

## Documentation

Full documentation, including installation instructions, usage guides, and details on the security focus, can be found in the `docs/` directory:

*   **[Installation Guide](./docs/installation.md)**
*   **[Usage Guide](./docs/usage_guide.md)**
*   **[Security Focus](./docs/security_focus.md)**

## Getting Started (Quick Example)

Here's a conceptual example:

```python
# Example Usage (Conceptual) - See docs/usage_guide.md for details
# from tbh_secure_agents import Expert, Operation, Squad

# Define experts with specific specialties and security contexts
# security_researcher = Expert(specialty='Security Researcher', objective='Identify vulnerabilities', security_profile='high')
# reporting_expert = Expert(specialty='Reporter', objective='Summarize findings securely', security_profile='medium')

# Define operations
# research_operation = Operation(instructions='Analyze system X for security flaws', expert=security_researcher)
# reporting_operation = Operation(instructions='Compile a secure report of findings', expert=reporting_expert)

# Form a squad
# security_squad = Squad(
#     experts=[security_researcher, reporting_expert],
#     operations=[research_operation, reporting_operation],
#     verbose=True # Or configure security logging
# )

# Deploy the squad
# result = security_squad.deploy()

# print(result) # Securely handled output
```

## Contributing

Contributions are welcome! Please see the `CONTRIBUTING.md` file (to be created) and refer to the documentation in the `docs/` directory for project structure and goals.

## License

This project is licensed under the MIT License - see the `LICENSE` file for details.

## Contact

TBH.AI
Saish - saish.shinde.jb@gmail.com
