my-ai-agent

Cunninger
81
# My AI Agent My AI Agent is an intelligent agent service built on the Spring Boot and Spring AI frameworks, integrating modern large model capabilities and providing features such as conversation memory and multimodal interaction. This project integrates Alibaba Cloud's Lingji large model service to implement mainstream functionalities such as RAG (Retrieval-Augmented Generation) and MCP (Multi-Channel Processing).

Overview

my-ai-agent Introduction

My AI Agent is an intelligent agent service built on the Spring Boot and Spring AI frameworks. It integrates modern large model capabilities, providing features such as conversational memory and multimodal interaction. This project leverages Alibaba Cloud's Lingji large model service to deliver intelligent human-computer interaction experiences and supports knowledge-based Q&A capabilities using RAG (Retrieval-Augmented Generation).

How to Use

To use My AI Agent, clone the project from GitHub, configure the necessary environment variables including your Alibaba API Key, build the project using Maven, and run the main application. Optionally, you can run the image search service module.

Key Features

Key features include intelligent dialogue powered by Alibaba's large model, conversational memory for maintaining context, an independent image search module, autonomous decision-making and task planning capabilities, and a knowledge base Q&A system utilizing RAG technology with efficient vector retrieval using PGVector.

Where to Use

My AI Agent can be used in various fields such as customer service, virtual assistants, educational tools, and any applications requiring intelligent human-computer interaction and knowledge retrieval.

Use Cases

Use cases for My AI Agent include providing customer support through natural language interactions, enabling educational platforms to answer student queries, assisting in research by retrieving relevant documents, and facilitating creative projects by generating content based on user inputs.

Content