当前项目实现了一个基于通义千问的智能聊天机器人，并集成了OCR文字识别功能。
- bilibili视频字幕提取
- 图文总结
- ocr功能优化
- 公式识别
conda create -n odcdr python=3.12 -y
pip install \
-i https://pypi.tuna.tsinghua.edu.cn/simple \
paddlepaddle \
paddleocr \
fastapi \
uvicorn \
python-multipart \
jinja2 \
python-dotenv \
openai \
you-get \
ffmpeg-python
FROM ubuntu:20.04
# 设置语言环境和时区
ENV LC_ALL=C.UTF-8 \
LANG=C.UTF-8 \
TZ=Asia/Shanghai
# 配置时区链接
RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
ARG DEBIAN_FRONTEND=noninteractive
RUN sed 's/\/.*com/\/\/mirrors.aliyun.com/g' /etc/apt/sources.list -i
RUN apt-get update && apt-get install -y \
build-essential cmake && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
RUN apt-get update && apt-get install -y --no-install-recommends \
software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa
RUN apt-get update && apt-get install -y --no-install-recommends \
python3.12 python3.12-dev python3.12-venv python3.12-distutils \
&& ln -sf /usr/bin/python3.12 /usr/bin/python \
&& python -m ensurepip --upgrade \
&& python -m pip install --upgrade pip \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/* /etc/apt/sources.list.d/deadsnakes-ppa*FROM pybase:v0.1
RUN pip install -i https://pypi.tuna.tsinghua.edu.cn/simple \
paddlepaddle \
paddleocr \
fastapi \
uvicorn \
python-multipart \
jinja2 \
python-dotenv \
openai \
you-get \
ffmpeg-python
WORKDIR /app
COPY . /app
CMD ["python", "main.py"]通义千问-Max API调用示例：
import os
from openai import OpenAI
client = OpenAI(
# 若没有配置环境变量，请用百炼API Key将下行替换为：api_key="sk-xxx",
api_key=os.getenv("DASHSCOPE_API_KEY"),
base_url="https://dashscope.aliyuncs.com/compatible-mode/v1",
)
completion = client.chat.completions.create(
model="qwen-plus", # 模型列表：https://help.aliyun.com/zh/model-studio/getting-started/models
messages=[
{'role': 'system', 'content': 'You are a helpful assistant.'},
{'role': 'user', 'content': '你是谁？'}],
)
print(completion.model_dump_json())使用 env 文件配置 API Key：
# 安装python-dotenv
# 在项目根目录创建 .env 文件
DASHSCOPE_API_KEY=***