The AI knowledge operating system

Your second
cortex.

Raw data goes in. A compiled, interlinked knowledge base comes out. Korti ingests your sources, builds a living wiki of markdown files, and gets smarter every time you use it.

No spam. Just a heads up when we launch.

Explore
The problem

You're already building this by hand.

You index source documents into a raw/ directory. You prompt an LLM to compile a wiki. You maintain index files, write summaries, manage backlinks. You vibe-code a search engine. You lint for consistency.

It works — until it doesn't. The scripts break. The context windows overflow. The wiki drifts out of sync. Every new source means another hack on the pile.

There's room here for an incredible product instead of a hacky collection of scripts. We're building it.

# the manual version
$ cp article.html raw/
$ llm "compile wiki from raw/"
$ llm "update index.md"
$ llm "find inconsistencies"
$ llm "generate summary for..."
$ python search.py --query "..."
$ llm "file this answer back into..."
# repeat forever
# hope nothing breaks
How it works

Ingest. Compile. Query. Grow.

01

Ingest

Drop in anything — articles, papers, repos, bookmarks, tweets, PDFs. Korti indexes it all into a structured raw layer.

02

Compile

An LLM reads your sources, extracts concepts, writes articles, builds backlinks, and compiles a living wiki. Automatically.

03

Query

Ask complex questions against your knowledge base. Korti researches across your wiki, synthesizes answers, and renders them as markdown, slides, or visualizations.

04

Grow

Your queries and answers get filed back into the wiki. Every interaction makes the knowledge base deeper. The more you use it, the more it knows.

You never edit the wiki manually. It's the domain of the LLM.

What's inside

What the scripts can't do.

AI-compiled wiki

Korti doesn't just store your data — it reads every source, extracts concepts, writes articles, maintains backlinks, and organizes everything by topic. The wiki writes itself.

core engine

Every format, one inbox

Articles, papers, GitHub repos, tweets, YouTube videos, PDFs, Kindle highlights. Korti ingests them all into a single knowledge pipeline.

Q&A over your knowledge

Once your wiki is large enough, ask complex questions. Korti researches across your articles, synthesizes answers, and renders markdown, slides, or charts.

The compounding loop

Your explorations always add up. Queries produce answers. Answers get filed back into the wiki. LLM health checks find gaps, inconsistencies, and new connections. The knowledge base grows with every use.

what makes korti different

Automatic integrity

LLM linting over your wiki — find inconsistent data, impute missing information, surface connections you missed, suggest new articles to write. Your knowledge base stays clean.

Action-first tasks

Every piece of knowledge generates actionable tasks — things to read, evaluate, build, decide. Knowledge doesn't just sit there. It drives work.

The differentiator

The more you use it,
the more it knows.

You
Ingest → Compile → Query
Answer → File → Grow

Other tools store your bookmarks. Korti compiles them into a knowledge base, lets you query it, and files your explorations back in. Every question you ask makes the system smarter. This is the loop that turns scattered research into compounding intelligence.

Your data is yours

Everything is markdown.

Your wiki is a directory of .md files. View it in Obsidian. Commit it to Git. Grep it from the terminal. No proprietary database. No lock-in. If Korti disappears tomorrow, your knowledge is a folder on your disk.

wiki/
wiki/
├── concepts/
│ ├── transformer-architectures.md
│ ├── attention-mechanisms.md
│ └── tokenization-strategies.md
├── tools/
│ ├── vllm-serving.md
│ └── gguf-quantization.md
├── index.md
├── backlinks.md
└── ... 147 more articles
$ cd wiki/ && obsidian . # view in Obsidian
$ git log --oneline # full history
$ grep -r "attention" . # just grep it
Source connectors

Ingest from anywhere.

Korti pulls from the sources you already use. Articles, repos, tweets, highlights — all compiled into one knowledge base.

Obsidian
Web Clipper
GitHub
X / Twitter
ArXiv
RSS
Readwise
YouTube
Email
PDF
More coming

"I think there is room here for an incredible new product instead of a hacky collection of scripts."

— The research community

Stop scripting.
Start compiling.

Be first to know when Korti launches.