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Turn Markdown and text files into AI assistants

Transform your lightweight documentation, internal notes, and technical specs into queryable knowledge available to your team and AI agents.

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Lookio interface for uploading and managing text resources

Built for practical knowledge retrieval

Use lightweight docs

Turn Markdown, TXT, and notes into queryable resources.

Ideal for internal knowledge

Upload SOPs, specs, prompts, policies, and playbooks.

Agent-friendly context

Give AI agents clean company knowledge to retrieve.

Easy to maintain

Keep small text resources focused and simple to update.

Turn internal notes into instant answers

Make your company's informal but highly valuable knowledge instantly accessible to your entire team and AI Assistants.

Upload Markdown (.md) and TXT files instantly.

Centralize SOPs, engineering notes, and playbooks.

Query complex product specs without digging through folders.

Turn internal notes into instant answers

Give coding agents clean context

AI agents operate best with clean, structured text. Let them retrieve the exact written guidance they need to perform autonomously.

Connect directly via the Model Context Protocol (MCP).

Query documentation programmatically via the Lookio CLI.

Inject markdown context straight into n8n workflows.

Give coding agents clean context

Keep your knowledge base agile

Instead of managing massive monolithic documents, use small, focused Markdown files for rapid updates and hyper-accurate retrieval.

Separate distinct topics into lightweight files.

Update documentation instantly as company policies change.

Combine seamlessly with PDFs and website URLs.

Keep your knowledge base agile

Frequently Asked Questions about Markdown and Text AI Assistants

Can I use Markdown files to train an AI Assistant?

Lookio doesn't "train" models on your data; instead, it uses Retrieval-Augmented Generation (RAG). You can upload Markdown (.md) or plain text files, and Lookio will instantly index them so your Assistant can use them as a factual reference to answer questions.

What types of text files are most useful for AI Assistants?

Lightweight text formats are perfect for capturing internal company knowledge. The most effective use cases include internal engineering notes, product specifications, Standard Operating Procedures (SOPs), prompt libraries, and HR policies.

Why use Markdown instead of PDFs for AI knowledge?

Markdown is incredibly lightweight, easy to edit, and natively structured with clear headers and bullet points. This clean structure makes it highly optimized for AI parsing, ensuring faster ingestion and highly accurate retrieval compared to complex, heavily formatted PDFs.

Can AI coding agents query my Markdown documentation?

Yes. By connecting your Markdown resources to a Lookio Assistant, autonomous AI agents (via the MCP Server or Lookio CLI) can query your internal architectural guidelines and API specs directly before writing any code.

Can I combine internal text files with public webpages?

Yes. Lookio allows you to build a hybrid knowledge base. You can attach private internal Markdown SOPs alongside public documentation URLs to the same Assistant, giving it comprehensive context.

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