Self-serve AI knowledge bases

From media → insight.
Upload anything.
Get answers, tables, charts.

Audio, video, images, articles, YouTube — indexed into one searchable hub. Chat with cited answers. Generate tables, charts, and concept maps on demand. Auto-pull web sources when your KB is thin.

Anything you upload becomes searchable

Audio

mp3, m4a, wav, ogg — transcribed with timestamps.

Video

mp4, mov, webm — transcribed and chunked.

Image OCR

png, jpg, webp — text extracted with bounding boxes.

Markdown

Paste articles, notes, or full chapters.

RAG chat

Ask anything. Get cited answers that scrub to the source.

Insights

Generate tables, charts, and D3 concept maps from your KB.

Research mode

Auto-pulls authoritative web sources when KB coverage is thin.

Configurable models

Gemma, Gemini, Claude, Voyage — swap per-project.

Built on the Google AI stack

Gemma 4
chat + OCR
Gemini
transcribe
Vertex AI
embeddings
Cloud Run
infra
pgvector
search

Three steps from upload to insight

01

Upload

Drag in any media. We support files up to 2 GB.

02

AI indexes

Transcribed, OCR’d, chunked, embedded.

03

Chat & share

Cited answers. Private, link-only, or public.

Ready to build yours?

It takes 60 seconds.