仪评指标联分析模块

bbit_ai/docker/Dockerfile

@@ -0,0 +1,42 @@
+# 使用官方 Python 镜像
+FROM python:3.10-slim
+
+WORKDIR /app
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        libpq5 \
+        unixodbc \
+        curl \
+        gnupg \
+        apt-transport-https \
+        lsb-release && \
+    # 导入微软 GPG key（使用 keyrings 方式）
+    curl https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor > /usr/share/keyrings/microsoft.gpg && \
+    echo "deb [arch=amd64 signed-by=/usr/share/keyrings/microsoft.gpg] https://packages.microsoft.com/ubuntu/22.04/prod jammy main" > /etc/apt/sources.list.d/mssql-release.list && \
+    apt-get update && \
+    ACCEPT_EULA=Y apt-get install -y msodbcsql18 && \
+    rm -rf /var/lib/apt/lists/*
+
+COPY docker/requirements.txt .
+# 安装 Python 依赖
+RUN pip install --no-cache-dir -i https://pypi.tuna.tsinghua.edu.cn/simple -r requirements.txt
+
+# 复制并解压 JRE
+COPY docker/OpenJDK17U-jre_x64_linux_hotspot_17.0.16_8.tar.gz /opt/
+RUN tar -xzf /opt/OpenJDK17U-jre_x64_linux_hotspot_17.0.16_8.tar.gz -C /opt/ && \
+    rm /opt/OpenJDK17U-jre_x64_linux_hotspot_17.0.16_8.tar.gz
+
+# 配置 Java 环境
+ENV JAVA_HOME=/opt/jdk-17.0.16+8-jre
+ENV PATH="$JAVA_HOME/bin:$PATH"
+
+
+# 复制项目代码
+COPY app/ .
+
+EXPOSE 13011
+
+# 启动命令（使用 uvicorn 启动 FastAPI）
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "13011", "--workers", "4"]
+

bbit_ai/docker/requirements.txt

@@ -0,0 +1,22 @@
+fastapi==0.116.1
+langchain==0.3.27
+langchain_community==0.3.29
+langchain_milvus==0.2.1
+langchain_core==0.3.75
+langchain_postgres==0.0.15
+langchain_tavily==0.2.11
+langgraph==0.6.6
+langchain_openai===0.3.32
+langchain-milvus===0.2.1
+psycopg==3.2.9
+psycopg_pool==3.2.6
+pydantic==2.11.7
+PyJWT==2.10.1
+typing_extensions==4.15.0
+uvicorn[standard]
+pyodbc==5.2.0
+dashscope==1.24.2
+minio==7.2.16
+pyzxing==1.1.1
+Pillow==11.3.0
+python-multipart==0.0.20