Describe any scientific or engineering challenge. OmnicrossX autonomously searches thousands of arXiv papers, retrieves the most relevant evidence, and generates structured, citation-backed solutions.
A fully automated research pipeline — no academic login, no manual searching.
Describe your scientific or engineering challenge in plain language.
AI expands your query and searches arXiv for the most relevant research papers.
PDFs are parsed, chunked, and embedded into a vector database for precise retrieval.
Gemini reasons over retrieved evidence to generate structured, cited solutions.
Every layer of the pipeline is optimized for scientific accuracy and relevance.
Searches thousands of scientific papers across physics, chemistry, biology, and engineering domains.
Retrieves the most relevant paper sections and sends only that context to the AI — no hallucinations.
Generates structured, citation-backed solutions with feasibility scores and implementation roadmaps.
pgvector-powered similarity search finds related concepts across disciplines for cross-domain inspiration.