Tutorials
End-to-end walkthroughs for common Vectra use cases.
These tutorials take you from zero to a working application. Each one builds on the concepts covered in the main documentation — if you haven’t read the Getting Started guide yet, start there.
| Tutorial | What you’ll build |
|---|---|
| Build a RAG Pipeline | Ingest documents, query by text, render context sections, and feed them to an LLM |
| Custom Storage Provider | Implement the FileStorage interface with SQLite as the backing store |
| Browser & Electron App | Semantic search in the browser with IndexedDB, TransformersEmbeddings, and no API key |
| Cross-Language with gRPC | Start the gRPC server and query Vectra from Python |
| Auto-Sync a Folder | Keep an index in sync with a directory of files using FolderWatcher and the CLI |