LQAgentPlatform/README.md

LQAgentPlatform

### LQAgentPlatform 智能体应用服务

• 环境安装
  • pip install -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/

• 后端启动服务

  • cd LQAgentPlatform
  • uvicorn server.app:app --port=8001 --host=0.0.0.0

  • gunicorn -c gunicorn_config.py server.app:app 多进程启动

  • python .\views\construction_review\app.py

  pip install aioredis -i https://mirrors.aliyun.com/pypi/simple/ pip install langgraph-checkpoint-postgres -i https://mirrors.aliyun.com/pypi/simple/ pip install langchain-redis -i https://mirrors.aliyun.com/pypi/simple/

增加组件依赖

pip install aiomysql -i https://mirrors.aliyun.com/pypi/simple/

向量模型和重排序模型测试

cd LQAgentPlatform python foundation/models/silicon_flow.py

测试接口

#### 生成模型接口

- chat
    http://localhost:8001/test/generate/chat
    {
      "config": {
          "session_id":"111"
      },
      "input": "你好"
    }
- stream
  http://localhost:8001/test/generate/stream
    {
      "config": {
          "session_id":"111"
      },
      "input": "你好，我叫小红，你叫什么？"
    }

#### agent 智能体

- chat
  http://localhost:8001/test/agent/stream
    {
      "config": {
          "session_id":"111"
      },
      "input": "你好"
    }

- stream

curl -X POST "http://localhost:8001/test/agent/stream" \ -H "Content-Type: application/json" \ -d '{

"config": {
    "session_id": "111"
},
"input": "你好"

}'

#### Workflow-Graph stream

- chat
  http://localhost:8001/test/graph/stream
    {
      "config": {
          "session_id":"111"
      },
      "input": "你好"
    }

- agent
  http://localhost:8001/test/graph/stream
    {
      "config": {
          "session_id":"111"
      },
      "input": "查询信息"
    }

MySQL 数据库操作测试

• 新增

  http://localhost:8001/test/mysql/add
  {
    "config": {
        "session_id":"10002"
    },
    "input": "张三"
  }
  

  • 查询列表 http://localhost:8001/test/mysql/list { "config": {

    "session_id":"10002"
    

    }, "input": "张三" }

    • 查询单个 http://localhost:8001/test/mysql/get { "config": { "session_id":"10002" }, "input": "4" }

    • 修改 http://localhost:8001/test/mysql/update { "config": { "session_id":"1" }, "input": "李四" }

向量检索测试

• 向量检索测试 http://localhost:8001/test/bfp/search { "config": {

    "session_id":"20"
  

  }, "input": "安全生产条件" }

• 向量检索和重排序测试

  • http://localhost:8001/test/bfp/search/rerank { "config": { "session_id":"20" }, "input": "安全生产条件" }