get_page) triggers an AI agent on the backend that searches the knowledge base from multiple angles, reads relevant pages, and synthesizes a structured response.
Search & Retrieve
search_knowledge
Search the KB for framework docs, APIs, and best practices
get_page
Retrieve a specific KB page by ID
Plan & Review
build_plan
Build a step-by-step ML execution plan
review_plan
Review a plan against KB best practices
Verify & Debug
verify_code_math
Verify code against authoritative ML/math descriptions
diagnose_failure
Diagnose training/deployment failures
Explore & Optimize
propose_hypothesis
Propose ranked next-step hypotheses
query_hyperparameter_priors
Query hyperparameter values, ranges & heuristics