Merge pull request #13 from parlakisik/5g-gpt

Initial idea document to get approval for the idea.

Author: fenar

5ggpt/README.md

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+# 5G Components management with LLM
+
+# 5G-GPT: AI-Driven Kubernetes-Based Management of Open5GS
+
+Open5GS-LLM is a Kubernetes-native application that leverages Large Language Models (LLMs) to monitor, manage, and explain Open5GS deployments. It provides a conversational interface—similar to ChatGPT—that enables users to query Open5GS status, update configurations, and gain insight into 4G/5G core functions, all through natural language.
+
+## Project Goals
+
+- Deploy and manage Open5GS on Kubernetes clusters
+- Use LLMs to interpret and edit Kubernetes manifests and Helm values
+- Explain Open5GS network functions (AMF, SMF, UPF, etc.) and configuration options
+- Provide a ChatGPT-like web UI for interactive management and learning
+- Enable dynamic configuration updates using natural language commands
+
+## Architecture
+
+Web Chat UI 
+<--> LLM Backend (OpenAI, Aws Bedrock, Local LLM)  
+<--> Kubernetes Cluster (Open5GS )  
+      ↑  
+      |  
+Kubernetes Controller  
+ - Watches Open5GS Pods, CRDs, and Helm changes  
+ - Converts LLM instructions to safe Kubernetes actions
+Open5Gs Controller 
+ - Watches the logs for Open5G components 
+ - Configure and update Open5Gs components  
+
+
+## Features
+
+- Real-time Monitoring  
+  - AMF, SMF, UPF, HSS status and logs  
+  - UE session tracking via Kubernetes events
+
+- Natural Language Configuration  
+  - Convert natural language to YAML or Helm changes  
+  - Apply changes to running clusters with safety checks
+
+- Conversational Explanations  
+  - Ask about config values and their impact  
+  - LLM provides context-aware descriptions
+
+## Components
+
+TODO:
+
+## Getting Started
+
+### Prerequisites
+
+TODO: