What this sample helps you learn
This folder contains a LangChain-based vector-search sample for Oracle AI Database. It uses `langchain-oracledb` with `OpenAIEmbeddings` to persist sample texts into Oracle AI Database and then runs a similarity search with `OracleVS`.
What this sample demonstrates
Vector Search
Store embeddings and search records by semantic similarity.
Use when users search by meaning or AI answers need grounded records.
AI Agents
Runnable AI Agents behavior on Oracle AI Database.
Use when AI Agents needs to be tested against real database behavior.
Highlights
- Python 3.13+
- Poetry
- Docker compatible environment
- OPENAI_API_KEY set in your environment, or available for interactive prompt entry