An AI chatbot that answers from your documents.
Share it with anyone.

Add your documents. The AI answers questions using your content—with citations. Create password-protected chatspaces and give clients, customers, or teams a single link. You control the data; they get the answers.

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How it works

GraphMesh turns your documents into a searchable knowledge base and an AI chatbot you can use yourself or share in seconds.

  • Upload your docs — Add PDFs, Word docs, or text files to a private library. Tables are supported too.
  • Answers you can trust — Get AI responses with citations back to the exact source content, including specific sections and key facts.
  • Shared chatspaces — Pick libraries, set a password, and share one link. Visitors use the AI with that content; you can require login to save their conversation or let them stay anonymous. You pay for usage; they just use the link.
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Built for the way you work

Whether you’re answering internal questions, powering support, or giving clients access to your knowledge, GraphMesh fits.

Legal & professional services

Use an AI that answers from your precedents, contracts, and matter docs—with citations you can trust. Create a password-protected chatspace per client or case and share one link. No sending sensitive docs through generic chatbots.

Support & customer success

Give customers or support agents an AI that answers from your help docs, release notes, and product content. One chatspace per product or tier. Cited answers reduce wrong information and escalation.

Enterprise knowledge & intranet

“Ask the handbook,” policies, and runbooks. Keep it internal or open selected content to partners or teams via shared chatspaces. Citations make it clear which source the answer came from.

Education & training

One chatspace per course or cohort. Students get a link and optional login to save their conversation. Perfect for “tutor over the textbook” or “ask the syllabus” without exposing your content to the open web.

Financial services & compliance

Query research, compliance manuals, and product terms with answers tied to specific documents. Share controlled Q&A with clients or internal teams. Citations support audit and governance.

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API

Bring a document-informed AI chatbot into your product or workflow. The API lets you upload content, keep it up to date, and query it with citations.

  • Upload + parsing — Send PDFs, Word docs, or text; extracted tables are kept queryable alongside the rest of the document.
  • Automated document versioning — Re-upload updates without starting over. Keep a clean history as your content changes.
  • Structured data support — Query extracted tables by column and filter rows when you need precise answers.
  • Cited retrieval — Get answers with links back to the specific source content they came from.
View API

Your content. Your control. Cited answers and shareable chat in one place.

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