

Kaggle meets LeetCode. Challenge accepted? Win Rewards
The Challenge: Qdrant Retriever Build Sprint We’ve built the ultimate benchmarking arena for AI Agents. If you think you can build robust, autonomous systems, it’s time to prove it. In this sprint, you will build and optimize an agentic Retrieval-Augmented Generation (RAG) system using Qdrant. Step into the AI Quest workspace, lock in your architecture, and execute your build from zero to production.
Why AI Quest Live? Standard hackathons focus on manual uploads and endless pitch decks. We took a different path. AI Quest is designed like Kaggle and LeetCode—Evaluation-Driven Development. We provide auto-provisioned GitHub repos, live architectural feedback via "Dr. Agent," and zero-friction automated submissions pulling your final commit straight from your repo.
Event Timeline
2:00 - 2:15 | Registration & Team Formation: Fly solo or form a squad (up to 4 members). Pick your Qdrant problem statement.
2:15 - 2:30 | Architecture & PRD: Draft your requirements in the platform and get instant qualitative feedback from Dr. Agent.
2:30 - 3:15 | The 45-Minute Challenge: The build sprint begins. Push your commits and receive live code reviews as you integrate the Qdrant retriever.
3:15 - 3:45 | Leaderboard Review & Rewards: Submissions auto-pull at the deadline. We’ll review the top agent builds on the live leaderboard and distribute exclusive surprise rewards.
The Rewards
Exclusive Badges: Earn your Agent Builder and Mission Locked credentials to flex on your profile.
Surprise Prizes: Top builds evaluated by our jury unlock exclusive swag, platform credits, and mystery rewards on the spot.
Who Should Join? AI engineers, agent builders, and developers ready to move past basic prompt engineering and build actual agentic systems. Space is limited. Claim your spot, sync your GitHub, and let’s start building.
Accept the Challenge - Register Now