Documentation generation vs. enterprise knowledge base: Which do you need?
AutoDoc generates technical documentation from your code and tools. Gleam.io is a self-hosted enterprise knowledge base with RAG capabilities. Here's how they compare.
| Feature | AutoDoc | Gleam.io |
|---|---|---|
| Documentation Generation from Code | — | |
| Enterprise Knowledge Base / RAG | — | |
| Connects to GitHub, Jira, Confluence | — | |
| Self-Hosted Option | ||
| Automatic Documentation Updates | — | |
| Documentation for Sales & Marketing | — |
Gleam.io is a self-hosted enterprise knowledge base with RAG capabilities. They excel at:
Enterprise Knowledge Base
They provide a powerful self-hosted knowledge base for enterprise teams.
RAG (Retrieval-Augmented Generation)
They offer advanced RAG capabilities for AI-powered knowledge retrieval.
Self-Hosted
They offer self-hosting options for companies with strict data requirements.
💡 When Gleam.io Makes Sense: You need a self-hosted enterprise knowledge base with RAG capabilities and already have documentation to index.
AutoDoc generates documentation automatically from your code and tools. Here's what makes it unique:
AutoDoc connects to your GitHub, Jira, Confluence, and other tools to automatically generate technical documentation. No manual writing required.
Gleam.io: You must provide your own documentation to index.
AutoDoc monitors your codebase 24/7. When you commit new code, documentation updates automatically. Perfect for keeping knowledge bases current.
Gleam.io: Documentation must be manually updated and re-indexed.
AutoDoc generates documentation for engineering, sales, marketing, compliance, and finance teams. Not just knowledge base content.
Gleam.io: Primarily for knowledge base queries and retrieval.
Many companies use AutoDoc to generate documentation automatically, then use Gleam.io (or similar) to create a knowledge base from that documentation.
Best of Both: AutoDoc generates docs, Gleam indexes them.
Many companies use AutoDoc to generate documentation automatically from their code and tools, then use Gleam.io to create a self-hosted knowledge base with RAG capabilities from that documentation. This gives you the best of both worlds: automatic documentation generation and enterprise knowledge base.
AutoDoc generates technical documentation automatically from your code, GitHub, Jira, and other tools. Gleam.io is a self-hosted enterprise knowledge base with RAG capabilities. AutoDoc = documentation generation. Gleam = knowledge base.
If you need documentation generated automatically from your codebase, choose AutoDoc. If you already have documentation and need a self-hosted knowledge base with RAG, choose Gleam.io. Many companies use both: AutoDoc for generation, Gleam for knowledge base.
AutoDoc generates documentation from your code and tools. Gleam.io creates a knowledge base with RAG capabilities. They serve different purposes. Many companies use AutoDoc to generate docs, then Gleam.io to create a knowledge base from those docs.
No. Gleam.io is a knowledge base that indexes existing documentation. AutoDoc is the tool that generates documentation from your code and tools. They complement each other.
Yes! Many companies use AutoDoc to generate documentation automatically, then use Gleam.io to create a self-hosted knowledge base with RAG capabilities from that documentation. This gives you automatic generation plus enterprise knowledge base.
See how AutoDoc generates documentation from your code and tools—perfect for knowledge bases.