Chronicler / historyOur history

Built from one stubborn question

What if asking your own documents felt as natural as asking a colleague, without giving up the source, the privacy, or the control? Chronicler grew from that question into a document intelligence workspace that ships in three deployment shapes.

March 2026

The first working foundation

The earliest Chronicler build joined document ingestion, authentication, retrieval, and a desktop interface into one testable system. Rough, but end to end.

April 2026

Retrieval that could be checked

Citations and document attribution became part of the answer itself rather than a debugging view, and OCR brought scanned pages into the same pipeline as native text.

Spring 2026

From search to a knowledge workspace

Collections, conversational context, and multi-format parsing turned isolated answers into a repeatable research workflow.

June 2026

A swappable pipeline

Embeddings, vector store, reranker, and language model each became replaceable. Run against OpenAI, or keep the whole thing local with Ollama, without changing how the product behaves.

July 2026

Ready for teams

Workspaces, roles, an administration console, self-hosting, updates, and licensing brought Chronicler beyond a personal prototype. GDPR erasure and an audit log were built in rather than promised.

July 2026

Indexing moved off member devices

The v0.2.0-beta release moved embedding to a hosted service, so the desktop app stopped downloading a 390MB model and uploads finish indexing whether or not the app stays open. Self-hosted admins choose where embedding happens: the server's own model, member devices, Cohere, or OpenAI.

Today

Toward the first public release

Three deployment options, one product. We are refining reliability, privacy controls, and the experience around one goal: knowledge people can actually verify.

The product has changed quickly. The principle has not: the evidence should always travel with the answer.
Chronicler

Import once. Ask forever.

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