Product-docs chat for a developer SDK

Problem

Open-source SDK had great docs but devs still asked the same 30 questions in Discord. Maintainers spent 6+ hours/week re-answering basics.

Users

Public — open-source SDK with ~12k monthly active devs

Key flow

1. 1Dev opens chat widget on the docs site
2. 2Asks question, gets answer with linked sections + code blocks
3. 3Clicks citation to jump to the relevant doc section

What I built

• CI-triggered ingestion — every docs PR re-indexes the affected pages
• Chat widget on docs site with code-aware chunking
• Citations link to exact heading anchors in the docs
• Question log — most-asked questions feed back into docs roadmap

Limits

• Code examples are pulled verbatim — does not auto-translate languages
• No code execution sandbox — answers explain, do not run