What this sample helps you learn
This module demonstrates how Oracle AI Database can serve as both **durable agent memory** and an **append-only conversation transcript store** for a LangChain4j assistant. The sample combines:
Highlights
- LangChain4j tools and chat orchestration with gpt-5-nano
- text-embedding-3-small embeddings stored in an Oracle AI Database VECTOR column
- Oracle Text over a native JSON memory document with json_textcontains
- hybrid memory retrieval that fuses semantic similarity with exact text relevance