Knowledge Bases

A Knowledge Base (KB) gives your agent private knowledge beyond what the AI model already knows. You can upload your own documents and data, and the agent will ground its answers in that content.

How Knowledge Bases Work

  1. Upload files (like PDFs, text, or notes) into Fluo.
  2. Fluo processes them automatically into a searchable format.
  3. When the agent runs, it can search your KB and use that information to answer questions.

This ensures responses are accurate, specific, and tailored to your data.

How it works:

Under the hood, Knowledge Bases use Retrieval-Augmented Generation (RAG).
Your agent first searches your documents for relevant information, then combines that knowledge with the AI model to generate accurate, context-aware answers.

Why Use Knowledge Bases?

  • Domain expertise: Train agents on company policies, manuals, research, or internal docs.
  • Consistency: Ensure answers stay aligned with official content.
  • Scalability: Share one KB across multiple agents or projects.

Examples

  • Support Agent: Upload FAQs, support scripts, and troubleshooting guides.
  • Research Assistant: Upload scientific papers or reports.
  • Team Knowledge: Upload internal docs, meeting notes, or product handbooks.

How to Configure Knowledge Bases

  1. Create a Knowledge Base
    Give it a name and description.

  2. Add Documents

    • Drag & drop PDFs or text files.
    • Paste text or add links (auto-detected).

  3. Attach to Agents
    Choose which agents can use this KB.

  4. Use in Conversations
    Ask questions, and the agent will search your KB for the best answers.

Things to Know

  • Knowledge Bases are searchable, not stored as plain memory. Agents only pull what's relevant.
  • You can add or remove documents anytime; Fluo will keep the KB updated.
  • Large or complex data (like code repos) will soon be supported.
  • Each KB belongs to a project, and multiple agents can share it.

👉 Think of a Knowledge Base as your agent's personal library. Instead of training a model from scratch, you simply upload the right documents — and the agent can reference them instantly.