Agentic applications: embeddings and context management with Java Open Source products

CONFERENCE DELIVERED IN 🇫🇷 – An agentic application is an application with autonomous agents capable of understanding their environment, making decisions, and interacting intelligently. These applications must effectively manage their knowledge and context. This talk presents two key points: the use of embeddings to enrich agents and memory management to maintain context.

We will demonstrate how Infinispan, an open-source (Apache 2) and Java/JVM solution, makes it easy to store and retrieve embeddings using its vector search. Through a technical demonstration, using other open-source projects such as Quarkus and Langchain4j, we will show the practical implementation of these concepts with the Infinispan server.

Known as a distributed, in-memory key-value database, Infinispan is fast, secure, and scalable, making it ideal for robust agentic applications.