https://github.com/haohao-end/lmforge-end-to-end-llmops-platform-for-multi-model-agents

AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangChain, featuring one-click Docker deployment.
https://github.com/haohao-end/lmforge-end-to-end-llmops-platform-for-multi-model-agents

agent ai aiagent celery deepseek docker flask langchain langgraph llmops nginx postgresql tailwindcss vue weaviate

Last synced: 4 months ago
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AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangChain, featuring one-click Docker deployment.

• Host: GitHub
• URL: https://github.com/haohao-end/lmforge-end-to-end-llmops-platform-for-multi-model-agents
• Owner: Haohao-end
• Created: 2025-06-20T02:04:17.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-06-23T02:54:22.000Z (4 months ago)
• Last Synced: 2025-06-23T03:46:48.383Z (4 months ago)
• Topics: agent, ai, aiagent, celery, deepseek, docker, flask, langchain, langgraph, llmops, nginx, postgresql, tailwindcss, vue, weaviate
• Language: Python
• Homepage: http://114.132.198.194
• Size: 32.3 MB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 🚀 LLMOps - Large Language Model Operations Platform 

![image](https://github.com/user-attachments/assets/f4cad915-411e-4e0f-95bc-8f8afdcf1019)

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)

[![Python](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/)

[![Docker](https://img.shields.io/badge/docker-20.10+-blue.svg)](https://www.docker.com/)

[English](README.md) | [中文](README_ZH.md)

Online address: http://114.132.198.194/

## 🔐 Critical Configuration

**Before deployment, you MUST configure**:

1. Copy the environment template:

   ```bash

   cp .env.example .env

   ```

2. Edit `.env` with your actual credentials:

```ini

# ===== REQUIRED =====

# PostgreSQL Database

SQLALCHEMY_DATABASE_URI=postgresql://postgres:your_strong_password@db:5432/llmops

# Redis Configuration

REDIS_PASSWORD=your_redis_password

# JWT Secret (Generate with: openssl rand -hex 32)

JWT_SECRET_KEY=your_jwt_secret_key_here

# ===== AI PROVIDERS =====

# Configure at least one LLM provider

MOONSHOT_API_KEY=sk-your-moonshot-key

DEEPSEEK_API_KEY=sk-your-deepseek-key

OPENAI_API_KEY=sk-your-openai-key

DASHSCOPE_API_KEY=sk-your-dashscope-key

# ===== OPTIONAL SERVICES =====

# Vector DB (Choose one)

PINECONE_API_KEY=your-pinecone-key

WEAVIATE_API_KEY=your-weaviate-key

# Third-party Services

GAODE_API_KEY=your-gaode-map-key

GITHUB_CLIENT_ID=your-github-oauth-id

GITHUB_CLIENT_SECRET=your-github-oauth-secret

```

## 🚀 Quick Deployment

### Prerequisites

- Docker 20.10+

- Docker Compose 2.0+

- Minimum 8GB RAM

### One-Command Setup

```bash

# Clone repository

git clone https://github.com/Haohao-end/Open-Coze.git

cd Open-Coze/docker

# Configure environment

nano .env  # Fill with your actual credentials

# Launch services

docker compose up -d --build

```

### Service Endpoints

| Service      | Access URL               |

| ------------ | ------------------------ |

| Web UI       | http://localhost:3000    |

| API Gateway  | http://localhost:80      |

| Swagger Docs | http://localhost:80/docs |

## 🛠️ Configuration Guide

### 1. Database Setup

Ensure persistence in `docker-compose.yaml`:

```yaml

services:

  db:

    volumes:

      - pg_data:/var/lib/postgresql/data

volumes:

  pg_data:

```

### 2. Multi-Provider Setup

Comment unused providers in `.env`:

```ini

# Enable OpenAI

OPENAI_API_KEY=sk-xxx

# OPENAI_API_BASE=https://your-proxy.com/v1

# Disable Wenxin

# WENXIN_YIYAN_API_KEY=sk-xxx

```

### 3. Security Best Practices

- Always change default passwords in production

- Enable CSRF protection:

  ```ini

  WTF_CSRF_ENABLED=True

  WTF_CSRF_SECRET_KEY=your_csrf_secret

  ```

## 📊 System Architecture

```mermaid

graph TD

    A[Client] --> B[Nginx 80]

    B --> C[Frontend Vue.js 3000]

    B --> D[Backend Flask 5001]

    D --> E[(PostgreSQL)]

    D --> F[(Redis)]

    D --> G[Celery Worker]

    G --> H[AI Providers]

```

## 🔧 Troubleshooting

Q: How to check service logs?

```bash

docker compose logs -f

```

Q: How to update environment variables?

```bash

docker compose down

nano .env  # Modify configurations

docker compose up -d

```

Q: Port conflicts?

Modify port mappings in `docker-compose.yaml`:

```yaml

ports:

  - "8080:80"  # Change host port to 8080

```

## 📜 License

MIT License | Copyright © 2025 Open-CozeTeam