RAG & SearchRAGDeveloper toolsFixed budget
Community Q&A Agent for a Dev Platform
Commons Collective · Remote (Global)
$7k fixed
The outcome
An agent that answers developer questions from docs, past threads, and code samples — cited, so the community trusts it.
The client
Commons Collective — Remote (Global). A rag & search build we delivered end to end.
The challenge
Build a Q&A agent over their docs and forum history that gives cited answers in Discord and on-site, and defers to humans when unsure.
What we built
- Index docs, forum threads, and code samples
- Answer with citations and confident refusal when unsure
- Ship Discord and web entry points
The stack
Stack: retrieval, an LLM, and a bot/webhook integration.
Want something like this?
Tell us what you're building and we'll scope it — most projects start within a week.