Update README.md

README.md

@@ -11,32 +11,15 @@ license: mit
 short_description: Focused Efficient Secure Coding for AI
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
-
----
-title: CodeMode
-emoji: 💻
-colorFrom: indigo
-colorTo: green
-sdk: streamlit
-sdk_version: 1.38.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: Focused Efficient Secure Coding for AI
----
-
-
-
-Key Features in the App:
-LLM Security Surveys: Displays data from state-of-the-art surveys on security applications of LLMs.
-Security Visualization: Mermaid graph shows key components like tasks, models, and domain-specific techniques.
-Interactive Security Insights: Scrollable information and insights based on the surveys and techniques from the literature.
-Security Auditing: Integration with pip-audit for checking Python dependencies for known vulnerabilities.
-AI Pair Programming: Recommendations for reducing code complexity, minimizing attack surfaces, and automating security checks.
-Azure Integration Information: Details on deploying the app using Azure services, including Azure Container Apps and Cosmos DB.
+# Key Features in the App:
+1. LLM Security Surveys: Displays data from state-of-the-art surveys on security applications of LLMs.
+2. Security Visualization: Mermaid graph shows key components like tasks, models, and domain-specific techniques.
+3. Interactive Security Insights: Scrollable information and insights based on the surveys and techniques from the literature.
+4. Security Auditing: Integration with pip-audit for checking Python dependencies for known vulnerabilities.
+5. AI Pair Programming: Recommendations for reducing code complexity, minimizing attack surfaces, and automating security checks.
+6. Azure Integration Information: Details on deploying the app using Azure services, including Azure Container Apps and Cosmos DB.
 
 # 1️⃣ LLMs Meet Cybersecurity 🛡️🔍
 🚀 "Meet SecureCode - the smartest AI-powered Cybersecurity app 🧑‍💻🔒 on @huggingface Spaces! Features: 1️⃣ LLM Security Surveys 📊 2️⃣ Real-time Python Audits 🐍🔍 3️⃣ AI Pair Programming 🤖 4️⃣ Azure Integration 🌐
@@ -73,12 +56,12 @@ Run your code securely ➡️ [Your Hugging Face Link]
 🧑‍💻 AI-Pair Programming for safe deployments
 🚢 Azure Integration made easy!
 
-Try now & #CodeSecure!
+# Try now & #CodeSecure!
 👉 [Your Hugging Face Link]
 @AnthropicAI
 #AI #Streamlit #Python
 
-5️⃣ AI Security Checkpoint 🛡️🚧
+# AI Security Checkpoint 🛡️🚧
 🚨 No more hacking nightmares! 🎉 SecureCode AI on @huggingface offers: 1️⃣ AI-driven audits with pip-audit 🛠️
 2️⃣ LLM-powered Cybersecurity insights 💡
 3️⃣ Pair Programming to minimize risks 🤖
@@ -88,18 +71,18 @@ Protect your app now ➡️ [Your Hugging Face Link]
 @AnthropicAI
 #AI #SecurityFirst
 
-6️⃣ Attack-Proof Your Code with AI 💻🛡️
+# Attack-Proof Your Code with AI 💻🛡️
 💥 Stop the breaches before they start! 💥 AI CodeSafe is here on @huggingface! 🚀 Features: 1️⃣ LLM-driven surveys 📊
 2️⃣ pip-audit for vulnerabilities 🔍
 3️⃣ Red-teaming with AI 🤖
 4️⃣ Azure deployments made easy!
 
-Protect your app NOW!
+# Protect your app NOW!
 👉 [Your Hugging Face Link]
 @AnthropicAI
 #AI #HuggingFace #Python
 
-7️⃣ Security Meets AI 🤖🚀
+# Security Meets AI 🤖🚀
 📢 Meet CyberGuard AI on @huggingface!
 🔒 Protect your code with: 1️⃣ LLMs for security insights 🧠
 2️⃣ Automated pip-audit checks 📋
@@ -110,7 +93,7 @@ Try it for secure code delivery ➡️ [Your Hugging Face Link]
 @AnthropicAI
 #AI #CyberSecurity #Python
 
-8️⃣ Lockdown Mode ON 🛡️🤖
+# Lockdown Mode ON 🛡️🤖
 🔐 Get full-proof security with AI SecureCode: 1️⃣ LLM-based security insights 🧠
 2️⃣ pip-audit for vulnerability detection 🔍
 3️⃣ Pair programming to simplify your code 🧑‍💻
@@ -121,7 +104,7 @@ Code safely on @huggingface NOW!
 @AnthropicAI
 #AI #CyberSecurity #Streamlit
 
-9️⃣ Code Smarter, Not Harder 💡💻
+# Code Smarter, Not Harder 💡💻
 🚀 Launch your app the secure way with SecureLLM on @huggingface!
 🔐 LLM Security Surveys
 🔍 pip-audit checks
@@ -133,7 +116,7 @@ Ship fast, ship safe!
 @AnthropicAI @huggingface
 #AI #Python #SecureCoding
 
-🔟 The Future of Secure Coding is Here 🔮💻
+# The Future of Secure Coding is Here 🔮💻
 💥 Say goodbye to security headaches with AI CodeProtector on @huggingface!
 ✅ LLM-based Cybersecurity 🧠
 ✅ AI-driven pip-audit
@@ -144,7 +127,7 @@ Secure your app now! 👉 [Your Hugging Face Link]
 @AnthropicAI
 #AI #CyberSecurity #CodeSafe
 
-Emoji Key Use:
+# Emoji Key Use:
 🔍: Focuses on audits and scanning
 🛡️: Cybersecurity and protection
 💻: Code or programming-related
@@ -153,7 +136,7 @@ Emoji Key Use:
 🌐: Integration with Azure or cloud services
 
 
-Here are ten witty, rhyming, and intriguing brand/app names for your security-focused app. Each title has two or three syllables, starts with a capitalized word, and includes emojis for extra appeal. These names are designed to be catchy, fun, and memorable:
+# Ten witty, rhyming, and intriguing brand/app names for security-focused apps.
 
 1️⃣ SecureSure 🔒💡
 Short, catchy, and plays on the idea of making security "sure" and certain.