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‎.github/workflows/docker-multiarch.yml‎

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name: Image Release
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on:
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push:
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branches:
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- main
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tags:
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- "v*"
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- "V*"
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workflow_dispatch:
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jobs:
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build-amd64:
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runs-on: ubuntu-22.04
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steps:
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- uses: actions/checkout@v4
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- name: Get datasets
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run: |
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wget https://github.com/LazyAGI/LazyCraft/releases/download/common_datasets/common_datasets.zip \
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-O back/src/parts/data/common_datasets/common_datasets.zip
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- name: Set IMAGE_TAG
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run: |
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if [[ "${GITHUB_REF_TYPE}" == "tag" ]]; then
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RAW_TAG="${GITHUB_REF_NAME}"
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IMAGE_TAG="${RAW_TAG#[vV]}"
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else
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IMAGE_TAG="dev-latest"
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fi
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echo "IMAGE_TAG=$IMAGE_TAG" >> $GITHUB_ENV
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- name: Docker login (DockerHub)
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uses: docker/login-action@v3
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with:
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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- name: Docker login (Aliyun)
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uses: docker/login-action@v3
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with:
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registry: registry.cn-hangzhou.aliyuncs.com
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username: ${{ secrets.ALIYUN_USERNAME }}
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password: ${{ secrets.ALIYUN_PASSWORD }}
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- name: Build amd64 (back)
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run: |
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cd back
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IMAGE_DOCKERHUB=lazyllm/lazycraft-back
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IMAGE_ALIYUN=registry.cn-hangzhou.aliyuncs.com/lazyllm/lazycraft-back
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docker buildx build . \
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--platform linux/amd64 \
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-t $IMAGE_DOCKERHUB:${IMAGE_TAG}-amd64 \
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-t $IMAGE_ALIYUN:${IMAGE_TAG}-amd64 \
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--push
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- name: Build amd64 (front)
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run: |
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cd front
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IMAGE_DOCKERHUB=lazyllm/lazycraft-front
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IMAGE_ALIYUN=registry.cn-hangzhou.aliyuncs.com/lazyllm/lazycraft-front
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docker buildx build . \
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--platform linux/amd64 \
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-t $IMAGE_DOCKERHUB:${IMAGE_TAG}-amd64 \
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-t $IMAGE_ALIYUN:${IMAGE_TAG}-amd64 \
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--push
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build-arm64:
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runs-on: ubuntu-22.04-arm
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steps:
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- uses: actions/checkout@v4
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- name: Set IMAGE_TAG
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run: |
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if [[ "${GITHUB_REF_TYPE}" == "tag" ]]; then
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RAW_TAG="${GITHUB_REF_NAME}"
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IMAGE_TAG="${RAW_TAG#[vV]}"
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else
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IMAGE_TAG="dev-latest"
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fi
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echo "IMAGE_TAG=$IMAGE_TAG" >> $GITHUB_ENV
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- name: Docker login (DockerHub)
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uses: docker/login-action@v3
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with:
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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- name: Docker login (Aliyun)
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uses: docker/login-action@v3
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with:
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registry: registry.cn-hangzhou.aliyuncs.com
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username: ${{ secrets.ALIYUN_USERNAME }}
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password: ${{ secrets.ALIYUN_PASSWORD }}
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- name: Build arm64 (back)
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run: |
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cd back
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IMAGE_DOCKERHUB=lazyllm/lazycraft-back
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IMAGE_ALIYUN=registry.cn-hangzhou.aliyuncs.com/lazyllm/lazycraft-back
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docker buildx build . \
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--platform linux/arm64 \
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-t $IMAGE_DOCKERHUB:${IMAGE_TAG}-arm64 \
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-t $IMAGE_ALIYUN:${IMAGE_TAG}-arm64 \
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--push
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- name: Build arm64 (front)
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run: |
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cd front
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IMAGE_DOCKERHUB=lazyllm/lazycraft-front
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IMAGE_ALIYUN=registry.cn-hangzhou.aliyuncs.com/lazyllm/lazycraft-front
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docker buildx build . \
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--platform linux/arm64 \
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-t $IMAGE_DOCKERHUB:${IMAGE_TAG}-arm64 \
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-t $IMAGE_ALIYUN:${IMAGE_TAG}-arm64 \
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--push
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manifest:
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runs-on: ubuntu-22.04
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needs: [build-amd64, build-arm64]
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steps:
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- name: Set IMAGE_TAG
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run: |
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if [[ "${GITHUB_REF_TYPE}" == "tag" ]]; then
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RAW_TAG="${GITHUB_REF_NAME}"
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IMAGE_TAG="${RAW_TAG#[vV]}"
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else
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IMAGE_TAG="dev-latest"
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fi
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echo "IMAGE_TAG=$IMAGE_TAG" >> $GITHUB_ENV
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- name: Docker login (DockerHub)
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uses: docker/login-action@v3
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with:
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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- name: Docker login (Aliyun)
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uses: docker/login-action@v3
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with:
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registry: registry.cn-hangzhou.aliyuncs.com
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username: ${{ secrets.ALIYUN_USERNAME }}
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password: ${{ secrets.ALIYUN_PASSWORD }}
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- name: Create & Push manifest
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run: |
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for svc in back front; do
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IMAGE_DOCKERHUB=lazyllm/lazycraft-$svc
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IMAGE_ALIYUN=registry.cn-hangzhou.aliyuncs.com/lazyllm/lazycraft-$svc
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docker manifest create $IMAGE_DOCKERHUB:${IMAGE_TAG} \
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--amend $IMAGE_DOCKERHUB:${IMAGE_TAG}-amd64 \
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--amend $IMAGE_DOCKERHUB:${IMAGE_TAG}-arm64
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docker manifest push $IMAGE_DOCKERHUB:${IMAGE_TAG}
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docker manifest create $IMAGE_ALIYUN:${IMAGE_TAG} \
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--amend $IMAGE_ALIYUN:${IMAGE_TAG}-amd64 \
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--amend $IMAGE_ALIYUN:${IMAGE_TAG}-arm64
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docker manifest push $IMAGE_ALIYUN:${IMAGE_TAG}
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done

‎.gitmodules‎

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[submodule "back/LazyLLM"]
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path = back/LazyLLM
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url = https://github.com/LazyAGI/LazyLLM.git

‎README.md‎

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# LazyCraft
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## 一、简介
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**LazyCraft** 是一个基于 **LazyLLM** 构建的 **AI Agent 应用开发与管理平台**，旨在协助开发者以 **低门槛、低成本** 快速构建和发布大模型应用。
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无论是非开发者还是技术团队，都可以通过平台快速搭建如 **数据洞察师、文献综述生成器、代码理解助手** 等多样化的 AI 应用，并发布到商店或通过 API 集成到业务系统中。
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平台不仅支持 **低代码、组件化应用编排**，提供从创建 → 调试 → 发布 → 监控的全链路体验，还内置 **模型管理能力**，覆盖数据集管理、模型微调与推理服务。
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凭借灵活可插拔的架构，**LazyCraft** 能够帮助团队快速验证想法、优化效果，加速 AI 技术的业务落地与迭代。
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### 平台特点
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- **全流程闭环**
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从应用创建、调试、发布到监控与 Bad Case 分析，完整覆盖研发链路，支持快速原型迭代直达生产部署。
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- **灵活可插拔架构**
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核心模块可替换，兼容多种向量库与 RAG 策略，支持自定义知识库编排，满足不同场景需求。
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---
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## 二、主要功能
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### 1. 应用搭建
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- 提供 **可视化组件画布**，快速构建、调试和发布 AI 应用。
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- 内置 **应用模板**，即开即用，帮助用户快速上手。
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### 2. 全面的模型服务
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- 集成多家模型厂商的 **本地与在线模型服务**：大语言模型、图文理解、文生图、语音转文字、文字转语音、向量模型、OCR 等。
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- 支持 **推理 → 微调 → 评测** 的完整流程，轻松切换模型。
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### 3. 资源创建
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支持管理以下资源：
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- **Prompt 管理**：创建、编辑提示词，内置模板 + AI 辅助编写。
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- **知识库**：覆盖 Reader、Rewrite、Retriever、Rerank 等核心组件，覆盖从文档摄入到检索的完整链路。
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- 灵活配置 RAG 策略 & 多路召回
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- 兼容多种文件格式：`PDF`、`Word`、`PPT`、`Excel`、`CSV`、`TXT`、`JSON`、`HTML`、`Markdown`、`LaTeX`
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- **工具与 MCP**：支持自定义工具或 API 接入，可在画布中直接调用。
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- **数据集**：
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- 支持 `json`、`csv`、`txt` 导入
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- 内置 **版本管理与模板下载**
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- 提供 **数据清洗、增强与标注** 能力
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### 4. 多租户管理
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- 支持 **多租户 / 多工作空间**
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- 提供 **权限控制与 API Key 管理**
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- 集成 **日志与审计**，满足企业安全与合规需求
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### 5. API 发布
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- 提供 **标准化接口**，可无缝集成至业务系统。
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---
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## 三、快速开始
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### 1. 克隆代码
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```bash
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git clone https://github.com/LazyAGI/LazyCraft.git
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cd LazyCraft
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```
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### 2. 启动服务
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[更多环境变量配置](docker/README.md)
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```bash
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# 设置环境变量为平台登录地址，例如 http://127.0.0.1:30382
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export WEB_CONSOLE_ENDPOINT="http://your-console-url"
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cd docker
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docker compose up -d
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# 如需使用本地模型微调推理（本地有GPU）
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# 修改 docker-compose.yml 取消对 cloud-service 服务的注释
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```
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### 3. 访问服务
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```bash
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http://127.0.0.1:30382
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默认账号：admin
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默认密码：LazyCraft@2025
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```
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## 四、自定义构建镜像
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> 注意：以下操作均在 Linux 环境下进行
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### 1. 克隆代码
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```bash
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git clone https://github.com/LazyAGI/LazyCraft.git
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cd LazyCraft
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git submodule update --init
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mkdir -p back/src/parts/data/common_datasets
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wget https://github.com/LazyAGI/LazyCraft/releases/download/common_datasets/common_datasets.zip \
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-O back/src/parts/data/common_datasets/common_datasets.zip
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```
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### 2. 构建后端服务镜像
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```bash
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cd back
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# 使用在线模型
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docker build --build-arg COMMIT_SHA=$(git rev-parse HEAD) -t lazycraft-back:latest .
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```
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### 3. 构建前端服务镜像
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```bash
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cd front
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docker build --build-arg COMMIT_SHA=$(git rev-parse HEAD) -t lazycraft-front:latest .
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```
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### 4. 启动服务
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```bash
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# 设置环境变量为平台登录地址，例如 http://127.0.0.1:30382
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export WEB_CONSOLE_ENDPOINT="http://your-console-url"
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export BACK_IMAGE="lazycraft-back:latest"
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export FRONT_IMAGE="lazycraft-front:latest"
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cd docker
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docker compose up -d
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```

‎back/.dockerignore‎

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__pycache__
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*.pyc
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*.pyo
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*.pyd
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.Python
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env
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pip-log.txt
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pip-delete-this-directory.txt
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.tox
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.log
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.git
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.mypy_cache
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.pytest_cache
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.hypothesis
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localdeploy/volumes/*
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lazyllm_cache/*
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logs
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*.log*
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.idea
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src/.venv

‎back/.flake8‎

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[flake8]
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exclude = third_part/,.git,build,dist,*.egg-info,*.egg,*.pyc,*.pyo,*.pyd,.tox,.venv,.mypy_cache,.pytest_cache,.coverage
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max-line-length = 120
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# E701: multiple statements on one line (colon)
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# E702: multiple statements on one line (semicolon)
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# E704: multiple statements on one line (def)
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# E302: expected 2 blank lines, found 1
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# E305: expected 2 blank lines after class or function definition, found 1
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# E124: closing bracket does not match visual indentation
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# W503: line break before binary operator
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# F841 C901 F811,E712,W504
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# E741 ambiguous variable name
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# E402 module level import not at top of file
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# F821 undefined name
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ignore = E701, E702, E704,W291,E262,F401,W293,E501,W292,F841,E226,W391,C901,E123,W605, W503, F811, E712,W504, E741,E402, F821, E999, E722, E203
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max-complexity = 12

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