Mycelis
Products Model hosting BYOK & Managed Keys Agents & Smart Routing Fine-Tuning (LoRA) Knowledge Bases & RAG MCP Tools API Gateway
Use Cases Compliance & Privacy Team rollout Cost Control Quick start with managed keys Your own assistants Fine-tuning with domain knowledge OpenClaw / OpenCode MCP Integration OpenAI compatibility
Resources Getting Started Documentation Blog Status
Models MCP Hub Pricing FAQ

Knowledge bases (RAG)

Answers fromyour own documents.

Upload your documents once. Mycelis makes them searchable and attaches the relevant passages to each request, so models answer from your material instead of guessing.

No base fee · No minimum term · Pause any time

How it fits together

  • Upload documentsPDFs, text and more
  • Vector searchRelevant passages are found automatically
  • Attach to agentsOr use in chat
  • Pay per hour$0.05/h + $0.01 per GB and hour

What you get

Retrieval-augmented generation, ready to use.

No vector database to run, no pipeline to build.

Your documents

Upload documents, code or PDFs and keep them in a knowledge base that belongs to your workspace.

Automatic retrieval

Relevant passages are found and attached to the request before the model answers.

Works with any model

Use a knowledge base with hosted open-source models or commercial ones.

Attach to agents

Give an agent its own knowledge and call it by name.

In the chat interface

Let your team ask questions in OpenWebUI against the same material.

Kept in your workspace

Access follows workspace roles and permissions.

How it works

Ready in three steps.

01

Create a knowledge base

Give it a name in your workspace.

02

Upload documents

Mycelis processes and indexes them.

03

Attach and ask

Connect it to an agent or chat and ask questions.

Business model

A small hourly price while it runs.

A knowledge base is billed by the hour plus the storage it uses.

$0.05 per hour

While the knowledge base is running.

$0.01 per GB and hour

For the data you store in it.

No base fee, no minimum term

Stop it when you do not need it.

Common questions

Questions about knowledge bases.

Retrieval-augmented generation: relevant passages from your documents are found and added to the request, so the model answers from your material.

Any model in your workspace, hosted or commercial.

$0.05 per hour plus $0.01 per GB and hour, while the knowledge base is running.

A knowledge base is best for facts that change; fine-tuning for style and behaviour. You can combine both.

Ready to get started?

Let your models read your documents.

Create a free account and build your first knowledge base.