AI Copilot
Interactive AI assistant with 60+ tools for data exploration, retriever building, and pipeline debugging
Why do anything?
Building ML pipelines requires expertise. Without assistance, teams struggle with configuration and debugging.
Why now?
LLM agents can now understand and execute complex workflows. Self-service AI makes ML accessible.
Why this feature?
Copilot with 60+ tools for querying data, building retrievers, debugging pipelines. SSE streaming with confirmation workflow.
How It Works
Copilot is an LLM-powered agent with access to 60+ Mixpeek tools for interactive pipeline building.
Intent Understanding
LLM interprets user request
Tool Selection
Select appropriate tools from 60+ options
Confirmation
PendingConfirmation workflow for destructive actions
Execution
Execute tools and stream results via SSE
Why This Approach
LLM agent provides natural language interface. Confirmation workflow prevents accidental destructive actions.
Integration
response = client.copilot.chat(message="Find all videos about machine learning")