deep-research

To generate a citation-backed research report, provide a complex research question or topic to analyze. The pipeline scopes the query, retrieves sources in parallel, triangulates evidence, and synthesizes findings into Markdown, HTML, and PDF-ready deliverables with an evidence ledger.

Deep research validates claims by writing stable registries and append-only JSONL artifacts that log sources, evidence, and claims. It runs automated validation checks on report structure and DOI citations, iterating to fix issues and maintain evidence persistence across multi-step continuations.

Yes, you can use deep research for technology comparisons and market investigations. The tool performs multi-source analysis to compare technologies, produce state-of-the-art reviews, and generate decision-grade research summaries across configurable deep and ultradeep modes.

Structured research reports are output in Markdown as the primary format, along with HTML and PDF-ready deliverables. The pipeline supports long-report continuation when needed to ensure comprehensive packaging of extensive multi-source analysis results.

Evidence persistence is maintained by writing stable registries and append-only JSONL artifacts tracking sources, evidence, and claims. This retrieval-to-triangulation-to-synthesis workflow ensures multi-step research continuations stay grounded and validation-checked.