llm ops agent
一个基于 FastAPI 的运维代理工具，支持 Kubernetes/OpenShift 自动化和 RAG 查询。
Repository Info
About This Server
一个基于 FastAPI 的运维代理工具，支持 Kubernetes/OpenShift 自动化和 RAG 查询。
Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.
Documentation
llm-ops-agent
This is an agentic AI chatbot to demonstrate the use of AI for IT Operation, asking maket data analysis, Retrieval Augmented Generation and many more use cases.
The functionalities include:
- User interface to interact with
- An AI Agent that controls K3d APIs
- An AI Agent that communicates with AAP + EDA for automating IT Operation tasks.
- RAG backed by choice of embedding and Weaviate as a vector store database
- RAG functionality is built to analyze operation logs
- Chat memory stored in Redis
- AI Agents that collaborate and communicate using Langchain tools
- Router Agent that makes decision what task it is assigned to
- Market Agent that communicates with the market data API to analyze the Stock market
Quick Start
Clone the repository
git clone https://github.com/bhajian/llm-ops-agentInstall dependencies
cd llm-ops-agent
npm installFollow the documentation
Check the repository's README.md file for specific installation and usage instructions.
Repository Details
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