Update README - remove protectai references

README.md

@@ -9,31 +9,48 @@ tags:
 
 # codenlbert-tiny-onnx
 
-This is an ONNX model used by LLM Guard for security scanning.
+This is an ONNX model used by [LLM Guard](https://github.com/akto-api-security/llm-guard) for security scanning of Large Language Models.
 
-Original model source: `protectai/vishnun-codenlbert-tiny-onnx`
+## Model Details
+
+**Base Model:** vishnun/codenlbert-tiny
+
+This model has been converted to ONNX format for optimized inference performance.
 
 ## Usage
 
-This model is used automatically by the LLM Guard library. Install LLM Guard:
+This model is used automatically by the LLM Guard library:
 
 ```bash
 pip install llm-guard
 ```
 
+```python
+from llm_guard.input_scanners import PromptInjection
+
+scanner = PromptInjection()
+result = scanner.scan("Your prompt here")
+print(result)
+```
+
 The model will be downloaded automatically when the corresponding scanner is used.
 
 ## About LLM Guard
 
 LLM Guard is a comprehensive security toolkit for Large Language Models, providing:
-- Prompt injection detection
-- PII detection and anonymization
-- Toxicity filtering
-- Bias detection
-- And more security features
 
-Repository: https://github.com/akto-api-security/llm-guard
+- 🛡️ Prompt injection detection
+- 🔒 PII detection and anonymization
+- 🚫 Toxicity filtering
+- ⚖️ Bias detection
+- 📊 And many more security features
+
+**Repository:** https://github.com/akto-api-security/llm-guard
 
 ## License
 
-MIT License - See the original model repository for specific licensing details.
+MIT License
+
+---
+
+*Maintained by [Akto API Security](https://akto.io)*