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agentic-demo-repo

calendar_todayAdded Feb 26, 2026
categoryAgent & Tooling
codeOpen Source
PythonWorkflow AutomationDocker大语言模型Multi-Agent SystemModel Context ProtocolAI AgentsAgent FrameworkAgent & ToolingModel & Inference FrameworkDeveloper Tools & CodingAutomation, Workflow & RPAProtocol, API & Integration

Comprehensive demo repository for AI Agent technologies with multi-framework examples (CrewAI, kagent, ADK), MCP integration, fine-tuning, and production-ready AI Gateway deployments.

Overview#

agentic-demo-repo is an AI Agent technology demo repository maintained by AdminTurnedDevOps, designed to lower the barrier for learning and production deployment of AI Agent technologies.

Core Capabilities#

Agent Framework Support#

  • CrewAI: Multi-agent collaboration framework
  • kagent: Kubernetes-native Agent framework (OSS/Enterprise)
  • ADK (Agent Development Kit): Universal agent development toolkit
  • LangChain: With Anthropic integration
  • NVIDIA NeMo: GPU-accelerated inference
  • AWS Bedrock / Bedrock AgentCore: AWS managed LLM
  • Serverless ADK: Serverless deployment

AI Gateway Features#

  • agentgateway Enterprise/OSS editions
  • Kubernetes-native deployment (CRDs + Helm)
  • Multi-LLM provider proxy (Anthropic, OpenAI, etc.)
  • Gateway API v1.4.0 integration

MCP (Model Context Protocol)#

  • MCP server and tool integration examples

Infrastructure Components#

  • EKS Terraform configurations
  • Helm Charts package management
  • Keycloak authentication integration
  • RBAC security policies
  • Chaos Mesh testing

Model Fine-tuning#

  • DeepSeek fine-tuning examples
  • LLM testing and evaluation framework

Repository Structure#

agentic-demo-repo/
├── adk/                      # ADK examples
├── agentgateway-*/           # Enterprise/OSS/K8s deployments
├── frameworks/               # Multi-framework examples
├── mcp/                      # MCP integration
├── fine-tuning/              # Fine-tuning examples
├── eks-terraform/            # EKS infrastructure
├── security-agw-kagent/      # Security configurations
└── production-demos/         # Production demos

Quick Deployment#

Prerequisites#

  • Kubernetes cluster (EKS recommended)
  • Helm 3
  • kubectl
  • LLM provider API Key

Deployment Steps#

  1. Install kagent CRDs
  2. Configure API Key and install kagent
  3. Install Gateway API v1.4.0
  4. Install agentgateway

Key CRDs#

CRDSourcePurpose
Agentkagent.dev/v1alpha2Define Agent instances
AgentgatewayBackendagentgateway.dev/v1alpha1Define AI backend config

Use Cases#

  • Agent framework learning and comparison
  • Production deployment reference
  • AI Gateway POC
  • Enterprise security architecture
  • Multi-cloud/hybrid deployment

Language Composition#

Python (45.5%), Shell (38.5%), HCL (14.4%), Dockerfile (1.6%)

Pending Confirmation#

  • Specific open source license type
  • Official documentation site
  • Community support channels

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