Upload README.md with huggingface_hub

README.md

@@ -43,30 +43,14 @@ Agentic Data 1 is not a general-purpose assistant. It is a **Precision Tool** ac
 | **Instruction-Following Reliability** | **Hardened** | ✅ 100% SQL |
 | **Logic Recovery (Self-Healing)** | **High Fidelity** | ✅ Validated |
 
-## 🛠 Developer Integration
+## 🛠 Enterprise Integration
 
-Agentic Data 1 provides a seamless, OpenAI-compatible API interface for rapid enterprise deployment.
+Agentic Data 1 provides a seamless, OpenAI-compatible API interface for rapid enterprise deployment. To ensure the highest level of security and performance for our partners, API access is managed via authenticated enterprise credentials.
 
-### **Production API Endpoint**
-- **Endpoint**: `https://shenpandi--agentic-data-1-serve.modal.run/v1/chat/completions`
-- **Model ID**: `DataManagement-AI/Agentic-Data-1`
+### **Getting Started**
 - **Architecture**: Specialized 8B High-Density Foundation
-
-```python
-import openai
-
-client = openai.OpenAI(
-    base_url="https://shenpandi--agentic-data-1-serve.modal.run/v1",
-    api_key="your-enterprise-key"
-)
-
-response = client.chat.completions.create(
-    model="DataManagement-AI/Agentic-Data-1",
-    messages=[{"role": "user", "content": "Retrieve active subscriptions for the last quarter"}],
-    temperature=0.0
-)
-print(response.choices[0].message.content) # Output: PURE SQL ONLY
-```
+- **Compatibility**: Fully compatible with `vLLM`, `TGI`, and `OpenAI SDK`.
+- **Access**: Please contact the **DataManagement-AI** organization for a production API key and endpoint details.
 
 ---
 ### 🏢 About DataManagement.AI