DeepSearch

DeepSearch is an autonomous AI research agent that plans, searches, fetches, extracts, and synthesizes information into cited reports using OpenAI function calling and a ReAct reasoning loop.

Features

• ReAct reasoning loop
• Multi-step research
• Cited findings with sources

Architecture

• Agent. OpenAI function calling
• Loop. Plan → search → extract → synthesize
• Runtime. Node.js + TypeScript
• Output. Cited research reports

Challenges

• Controlling multi-step research without drift
• Preserving source citations through synthesis
• Balancing breadth vs depth of search

Metrics

• Loop. ReAct
• Sources. Cited
• Steps. Multi

Results

• End-to-end research reports with sources
• Tool-calling research workflow
• Reusable agent loop patterns