AI agents are becoming full research analysts
5 open source tools that turn any LLM into a research powerhouse:
01 GPT Researcher → breaks down questions into actionable research tasks
02 Firecrawl → scrapes websites into clean, structured data
03 Browser Use → agent browses and interacts with web autonomously
04 Docling → converts PDFs/docs into model-ready formats
05 LangGraph → orchestrates the entire research loop + follow-ups
The workflow:
GPT Researcher plans → Browser Use finds → Firecrawl extracts → Docling processes docs → LangGraph runs the loop → outputs final report
No more hallucinations. Just real research.
This is how you build agents that actually ship value instead of vibes.
5 open source tools that turn any LLM into a research powerhouse:
01 GPT Researcher → breaks down questions into actionable research tasks
02 Firecrawl → scrapes websites into clean, structured data
03 Browser Use → agent browses and interacts with web autonomously
04 Docling → converts PDFs/docs into model-ready formats
05 LangGraph → orchestrates the entire research loop + follow-ups
The workflow:
GPT Researcher plans → Browser Use finds → Firecrawl extracts → Docling processes docs → LangGraph runs the loop → outputs final report
No more hallucinations. Just real research.
This is how you build agents that actually ship value instead of vibes.