Choose your career path. Complete each challenge to unlock the next step on your roadmap.
Memory, Retrieval, and Interaction.
Build the backbone for chatbots and agents.
Searching across text, images, and audio using embeddings.
Store and query embeddings for similarity search.
Retrieval-Augmented Generation for factually accurate AI.
Managing multi-agent systems reliably.
Coordinate multiple agents to solve complex tasks.
Ensure agent outputs are safe and compliant.
Trace and audit agent decision making.
Collaborative model training while preserving data privacy.
