Duoworks

AI Solution

AI Knowledge Base (RAG)

RAG (retrieval-augmented generation) connects a language model to YOUR documents, so the AI answers based on what is true in your company, and cites where it got it. It is the most reliable way to have an assistant over manuals, contracts, policies and internal content.

What you get

  • Ingestion of your documents (PDFs, sites, spreadsheets, help base)
  • Semantic search with a vector store to find the right passage
  • Source-grounded answers with citations to reduce hallucination
  • Access control so each user sees only what they should
  • An update routine so the base does not go stale

Use cases

  • Internal support answering questions about processes and policies

  • Legal or technical assistant over a large document collection

  • Employee onboarding with a chat that knows the company

  • Customer support grounded in the real product documentation

Specialists in RAG & Knowledge Bases

Be the first specialist for this solution

Duoworks is just getting started and there is room for you to appear here. Create your profile and win your first contracts with protected payment.

Frequently asked questions

Is RAG better than training a model from scratch?
For most cases, yes. RAG is cheaper, updates when you swap documents and cites the source, without the cost and risk of training or fine-tuning a model.
Are my documents exposed?
They don’t have to be. The specialist can use private vector stores and settings that prevent data from being used for training, keeping your collection under control.
Can the AI still be wrong?
The risk drops a lot because answers come from your documents with citations, but a good project includes tests and limits for when the base doesn’t cover the question.

Escrow-protected payment

The agreed amount is held by the platform and only released to the specialist once you approve the delivery, with safety for both sides.

Ready to hire?

Find the right specialist for this solution or create your free account and receive proposals.