Solutions
On-Prem RAG for Source Code
OnPremize lets you run RAG over private repositories with hybrid retrieval and grounded answer generation. Teams get faster internal code discovery without exposing source code to third-party hosted tools.
Retrieval architecture
Use dense and sparse vectors with reciprocal rank fusion to improve recall across large, polyglot codebases. Configure indexing scope, metadata retention, and update cadence for predictable relevance.
Why teams adopt this first
- Reduce time spent searching for ownership and implementation details.
- Ground AI answers in real source paths and line-level evidence.
- Create a secure baseline before adding autonomous change workflows.
Related pages
Scope your pilot
We can map retrieval quality targets to your repositories, team workflows, and hardware constraints.
Request pilot scoping