Connect GitHub to your AI — READMEs, docs and issues, queryable
Ragnight indexes your repositories — documentation, READMEs, issues — and makes them queryable by your assistants, citing the source file.
Technical knowledge is scattered across READMEs, repo wikis and issues. Ragnight turns it into a single memory: your AI answers technical questions by citing the code and docs.
Use case — Engineering teams
A concrete use case
A developer needs to use an internal service documented in a README. Instead of browsing repos, they ask the assistant, which answers by citing the exact file.
How it works
Connect GitHub
Authenticate GitHub in a few clicks. Ragnight indexes your content continuously, read-only, no developer.
Plug in your AI
ChatGPT, Claude, Mistral or your agents query GitHub via the API or MCP connector — no copy-paste.
Cited, up-to-date answers
Every answer links back to its source in GitHub. Sync keeps the memory current automatically.
What it changes
Semantic search across GitHub
Ask in plain language; Ragnight finds the relevant passage inside GitHub.
Cited, trustworthy answers
Every answer cites the source GitHub document — verifiable, no hallucination.
No migration, read-only
Your content stays in GitHub. Ragnight indexes it where it lives and keeps in sync.
EU-hosted, GDPR
Your data is isolated per organisation, encrypted and hosted in Europe.
Frequently asked questions
Is source code sent to an LLM?
Ragnight indexes the content you choose for search; you control the scope, and everything is isolated and EU-hosted.
Are private repositories supported?
Yes, via OAuth authorisation; you select which repositories to connect.
Connect GitHub to your company's memory
Connect GitHub, run your first search — no credit card, in under 5 minutes.
