该Python 3.11环境配置了一个基于FastAPI和LlamaIndex的AI应用开发环境，主要依赖包括：异步Web服务框架Uvicorn(0.35.0)、LlamaIndex核心库(0.12.49)及其OpenAI/GoogleGenAI扩展、Milvus向量存储支持；集成FastAPI-Pagination(0.13.3)实现分页，TaskIQ(0.11.18)处理异步任务；数据库支持包含Redis(5.3.0)和MySQL(asyncmy 0.2.10)，并配备Alembic(1.11.1)进行

requirements.txt

uvicorn==0.35.0
yarl==1.20.1
llama-index==0.12.49
llama-index-llms-openai-like==0.4.0
pydantic-settings==2.10.1
fastapi-pagination==0.13.3
loguru==0.7.3
taskiq==0.11.18
taskiq-fastapi==0.3.5
taskiq-redis==1.0.9
redis==5.3.0
asyncmy==0.2.10
llama-index-vector-stores-milvus==0.8.5
llama-index-readers-web==0.4.4
cos-python-sdk-v5==1.9.37
llama-index-llms-google-genai==0.2.4
alembic==1.11.1
black==24.8.0