Transforming AI Interaction with SentienceAPI
I’m Tony W, a solo founder on a mission to enhance how LLM agents interact with websites through SentienceAPI. While traditional LLMs excel in planning, they often struggle with real-world execution. Here’s how my innovative approach solves common issues:
- Semantic Geometry-Based Visual Grounding: This layer minimizes raw HTML complexity, reducing a webpage to a grounded action space comprised only of visible, interactable elements.
- Key Features:
- Smaller Action Space: Reduces hallucinations and makes the system more reliable.
- Deterministic Geometry: Ensures reproducible actions.
- Cost-Effective: More economical than vision-only methods.
See it in action with my reference app, MotionDocs, which seamlessly navigates and executes tasks on Amazon Best Sellers. Check out the demo video.
I invite feedback from industry peers, especially those in agent development, RPA, or QA automation. Let’s shape the future of AI interaction together! Please share your thoughts!
