Building an autonomous research agent that can search, read, and synthesize information from multiple sources while showing its reasoning process transparently.
Used Claude API with tool use for autonomous research loops, built a visible reasoning chain UI, implemented source citation tracking, and streaming output for real-time report generation.
// Autonomous research loop
async function researchTopic(query: string) {
const plan = await agent.plan(query);
for (const step of plan.steps) {
const sources = await agent.search(step.query);
const insights = await agent.analyze(sources);
report.addSection(step.title, insights, sources);
yield { type: 'progress', step, insights };
}
return agent.synthesize(report);
}Autonomous
Research
Multi-source
Sources
Auto-tracked
Citations
Visible Chain
Reasoning
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