Project Overview
The AI Systems Research project was a major technical exploration initiative in 2023, covering research and practice across AI customer service, AI video tools, and Stable Diffusion models. Running from August through November 2023, it combined in-depth study with hands-on practice, laying the foundation for the company's adoption of AI.
Technical Architecture
- Core Framework:
PyTorch - Programming Language:
Python - AI Frameworks:
LangChain, ChatGLM - Models:
StableDiffusion - Toolchain:
AI视频处理工具
Key Features
1. AI Customer Service System
Completed research and technology selection for the AI customer service system, studying frameworks such as LangChain and ChatGLM in depth.
2. AI Video Tool Development
Developed AI video tools, including an image-to-text tool and a video enhancement tool, and successfully enhanced 20 episodes of video content.
3. Stable Diffusion Model Research
Researched the Stable Diffusion model in depth and put it to hands-on use, including model download, configuration, and usage.
Project Timeline
- August 2023: Project kickoff; began research on the AI customer service system
- September–October 2023: Developed AI video tools and researched Stable Diffusion models
- November 2023: Hands-on model application and project wrap-up
Project Outcomes
- Completed research and practice across multiple AI technology directions
- Accumulated valuable experience in AI customer service, video processing, and image generation
- Built up a technical reserve for the company's AI applications
- Strengthened the team's professional expertise in AI technologies