Cited Answers From Thousands of Pages of Polyurethane Technical Literature
Engineers get a cited answer in seconds instead of hours of searching.
10 days
Active days to a working proof of concept
Seconds
To a cited answer
Citations
On every answer, formulas rendered
The problem
Formulators and application engineers spend hours searching technical datasheets, standards and supplier literature. They have no way to get a trustworthy answer with its source.
Before and after
Hours of searching
- Hours spent searching technical datasheets, standards and supplier literature
- No way to get a trustworthy answer with its source
A cited answer in seconds
- Answers with inline citations and formula rendering
- A cited answer in seconds across thousands of pages
- Proof of concept delivered in ten active days
What we built
Document ingestion
Technical PDFs are ingested and indexed with vector search.
Cited answers
Answers with inline citations and formula rendering.
Web search fallback
Falls back to web search when the documents have nothing on the question.
How a question gets answered
Ingest
Technical datasheets, standards and supplier literature are ingested as PDFs.
Index
The content is indexed with vector search, so the relevant passages can be found.
Ask
An engineer asks a question in plain words.
Answer
The assistant answers with inline citations to the source and renders formulas.
Fall back
If the documents have nothing on the question, it falls back to web search.
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