Inspiration
This is something the customers of my startup have been asking for. Current Deep Research tools are focused on normal web pages, but marketers need to analyze social media posts.
What it does
When detecting a TikTok deep research query, the main agent will trigger the DeepResearch tool. It will start by opening Tiktok in the browser and making a search. Then it will open videos in separate tabs, capture the tab contents, watch the video, and analyze it with Google Gemini. After analyzing the videos, it will create a report with DeepSeek R1 on Together AI.
How we built it
Browser extension built with Typescript. Google AI studio and Together AI for the LLM apis, WandB/Weave for monitoring.
Challenges we ran into
Some issues with capturing the videos in parallel, some issues with Gemini tool use, some problems with the weave npm package (it seems it works better with python).
Accomplishments that we're proud of
Happy with that first version of TikTok deep research!
What we learned
As usual, the first plan was too complex, we had to simplify the approach to do something that works.
What's next for OpenSeal
Testing in refinement to deploy the feature in production
Built With
- togetherai
- typescript
- weave
Log in or sign up for Devpost to join the conversation.