Marketing
Tailored Visual Content Generation
Client
3 tier logic
Industry
Marketing
Services
Visual AI Solutions
Duration
Enterprise Grade
Executive Summary
Engineering resilience through 3 tier logic's transformation.
The primary objective was to address the increasing demand for customized visual content generation using natural language descriptions. CleaLeaff developed a two-stage service: Image Retrieval via vector database search and Image Generation via ControlNet.
Scaling Visual Creation
- Address demand for customized visual content generation.
- Enable retrieval and generation from natural language.
- Streamline image workflows for diverse industries.
- Build a scalable system for non-technical creative users.
The Visual AI Pipeline
- Developed two-stage custom image generation service.
- Used LangChain and vector databases for precise retrieval.
- Implemented ControlNet for tailored visual customization.
- Built intuitive React-based UI with MUI.
Measurable Outcomes
Measurable Impact
92%
Image Retrieval Accuracy
5x
Creative Workflow Speed
0
Manual Retouching Needed
Bridging Ideation & Production
The React-based UI streamlines the creative process, allowing users to find and customize visuals without extensive technical expertise. Image retrieval accuracy achieved 92%, resulting in brand-consistent outputs and faster workflows.
Technical Stack
FlaskLangChainControlNetReactMUIRAGPythonVector Databases
Core Disciplines
Visual AIGenAICreative Automation
