All projects
IntermediateAdvanced~10h
Research Agent
Autonomous multi-step research with tool calling
Business problem
Answer complex research questions by autonomously searching, reading and synthesising multiple sources with citations.
Architecture
Query → plan → ReAct loop (search, read, reflect) → synthesise with citations.
Milestones
Track your progress through the project.
0 of 5 milestones complete
Acceptance criteria
- Agent completes tasks within budget
- Citations are accurate and verifiable
- Stops at max_iter gracefully
- Synthesis is coherent and addresses the query
Deployment checklist
- Per-run cost cap
- Tool argument validation
- Trace every step
- Human approval for high-cost runs
- Fallback to deterministic on failure
Evaluation criteria
- Answer quality (human-rated)
- Citation accuracy
- Cost efficiency
- Task completion rate