Python

Learn how to implement spatial search in RavenDB with Python. Covers radius queries, custom polygon shapes, WKT syntax, and reverse point-in-polygon lookup using the Flat Finder demo.

Build a semantic search API with RavenDB, Python, and FastAPI. Learn manual and automatic embedding generation with OpenAI, and run vector similarity search in under 50 lines of application code.

Learn how to use the ravendb-test-driver package to run Python integration tests against a real in-memory RavenDB instance, replacing mocks with a database environment that mirrors production.