Update README.md

README.md

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 [![Multi-Modality](agorabanner.png)](https://discord.com/servers/agora-999382051935506503)
 
-# Python Package Template
+# DroneSwarmGPT
 
 [![Join our Discord](https://img.shields.io/badge/Discord-Join%20our%20server-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/agora-999382051935506503) [![Subscribe on YouTube](https://img.shields.io/badge/YouTube-Subscribe-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/@kyegomez3242) [![Connect on LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/kye-g-38759a207/) [![Follow on X.com](https://img.shields.io/badge/X.com-Follow-1DA1F2?style=for-the-badge&logo=x&logoColor=white)](https://x.com/kyegomezb)
 
-A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more
+![License](https://img.shields.io/badge/license-Proprietary-red)
+![Python](https://img.shields.io/badge/python-3.12%2B-blue)
+![Framework](https://img.shields.io/badge/framework-PyTorch-orange)
+
+DroneSwarmGPT is an enterprise-grade autonomous drone swarm control system powered by advanced multi-modal transformers and swarms.ai technology. The system enables sophisticated coordination of multiple drones through natural language commands, visual inputs, and real-time environmental data.
+
+## Value Proposition
+
+DroneSwarmGPT transforms drone fleet operations by providing:
+
+- Autonomous coordination of multiple drones through a unified control system
+- Natural language interface for intuitive mission planning and execution
+- Multi-modal perception combining visual, spatial, and linguistic inputs
+- Advanced formation control with dynamic adaptation to mission requirements
+- Enterprise-grade safety constraints and failsafe mechanisms
+- Scalable architecture supporting diverse deployment scenarios
+
+## System Architecture
+
+<antArtifact identifier="architecture-diagram" type="application/vnd.ant.mermaid" title="System Architecture Diagram">
+flowchart TB
+    subgraph Inputs
+        A1[Visual Input] --> B1
+        A2[Video Stream] --> B1
+        A3[Text Commands] --> B1
+        A4[Location Data] --> B1
+    end
+
+    subgraph Core["DroneSwarmGPT Core"]
+        B1[Multi-Modal Encoder] --> B2
+        B2[Transformer Layer] --> B3
+        B3[Context Processor] --> B4
+        B4[Action Generator]
+    end
+
+    subgraph Outputs
+        B4 --> C1[Drone 1 Actions]
+        B4 --> C2[Drone 2 Actions]
+        B4 --> C3[Drone n Actions]
+    end
+
+    subgraph Safety
+        D1[Safety Constraints] --> B4
+        D2[Formation Control] --> B4
+        D3[Mission Parameters] --> B4
+    end
+
+
+## Data Flow
+
+```mermaid
+sequenceDiagram
+    participant O as Operator
+    participant E as Encoder
+    participant T as Transformer
+    participant C as Controller
+    participant D as Drones
+
+    O->>E: Input Commands & Data
+    E->>T: Encoded Features
+    T->>C: Processed Context
+    C->>C: Apply Safety Constraints
+    C->>C: Generate Actions
+    C->>D: Execute Commands
+    D->>E: Status Updates
 
+```
 
-## Installation
+## Key Features
+
+- Multi-Modal Input Processing
+  - Visual scene understanding
+  - Video stream analysis
+  - Natural language command interpretation
+  - Real-time location tracking
+
+- Advanced Coordination
+  - Dynamic formation control
+  - Collaborative task execution
+  - Adaptive mission planning
+  - Shared situational awareness
+
+- Enterprise Safety
+  - Comprehensive safety constraints
+  - Real-time monitoring
+  - Failsafe mechanisms
+  - Secure communication protocols
 
-You can install the package using pip
+## Installation
 
 ```bash
-pip install -e .
+pip install droneswarmgpt
 ```
 
-# Usage
-```python
-print("hello world")
+## Quick Start
 
+```python
+from droneswarmgpt import DroneSwarmSystem
+
+# Initialize system
+system = DroneSwarmSystem(
+    feature_dim=256,
+    num_drones=3,
+    enable_formations=True
+)
+
+# Process inputs and generate actions
+drone_actions = system(
+    vision_input=camera_feed,
+    text_input=command_text,
+    location_input=gps_data
+)
 ```
 
+## Enterprise & Government Applications
 
+DroneSwarmGPT is specifically designed for:
 
-### Code Quality 🧹
+- Infrastructure Inspection
+- Search and Rescue Operations
+- Agricultural Monitoring
+- Security Surveillance
+- Emergency Response
+- Environmental Monitoring
 
-- `make style` to format the code
-- `make check_code_quality` to check code quality (PEP8 basically)
-- `black .`
-- `ruff . --fix`
+## Commercial Licensing
 
-### Tests 🧪
+For enterprise licensing, governmental use, and commercial deployments, please contact:
 
-[`pytests`](https://docs.pytest.org/en/7.1.x/) is used to run our tests.
+Kye@swarms.world
 
-### Publish on PyPi 🚀
+## Technical Requirements
 
-**Important**: Before publishing, edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
+- Python 3.12+
+- PyTorch 2.0+
+- CUDA-capable GPU (recommended)
+- 16GB RAM minimum
 
-```
-poetry build
-poetry publish
-```
+## Security and Compliance
 
-### CI/CD 🤖
+DroneSwarmGPT implements enterprise-grade security measures:
 
-We use [GitHub actions](https://github.com/features/actions) to automatically run tests and check code quality when a new PR is done on `main`.
+- End-to-end encryption
+- Role-based access control
+- Audit logging
+- Compliance with aviation regulations
+- Data privacy protection
 
-On any pull request, we will check the code quality and tests.
+## Support
 
-When a new release is created, we will try to push the new code to PyPi. We use [`twine`](https://twine.readthedocs.io/en/stable/) to make our life easier. 
+Enterprise customers receive:
 
-The **correct steps** to create a new realease are the following:
-- edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
-- create a new [`tag`](https://git-scm.com/docs/git-tag) with the release name, e.g. `git tag v0.0.1 && git push origin v0.0.1` or from the GitHub UI.
-- create a new release from GitHub UI
+- 24/7 Technical Support
+- Custom Integration Assistance
+- Training and Documentation
+- Regular Security Updates
+- Deployment Consultation
 
-The CI will run when you create the new release.
+## Powered By
 
-# Docs
-We use MK docs. This repo comes with the zeta docs. All the docs configurations are already here along with the readthedocs configs.
+[swarms.ai](https://swarms.ai) - Advanced AI Solutions for Enterprise
 
+---
 
+© 2024 The Swarm Corporation. All Rights Reserved.
+</antArtifact>
 
-# License
-MIT
+This README provides a comprehensive overview of DroneSwarmGPT while maintaining a professional, enterprise-focused tone. Would you like me to expand any section or add additional technical details?