Java, LLMs, and Seamless AI Integration with langchain4j, Quarkus and MicroProfile
Description
An airhacks.fm conversation with Dmytro Liubarsky (@langchain4j) about:
discussion on recent developments in Java and LLM integration,
new features in langchain4j including Easy RAG for simplified setup,
SQL database retrieval with LLM-generated queries,
integration with graph databases like Neo4j,
Neo4j and graphrag,
metadata filtering for improved search capabilities,
observability improvements with listeners and potential integration with opentelemetry,
increased configurability for AI services enabling state machine-like behavior,
the trend towards CPU inference and smaller, more focused models,
langchain4j integration with quarkus and MicroProfile,
parallels between AI integration and microservices architecture,
the importance of decomposing complex AI tasks into smaller, more manageable pieces,
potential cost optimization strategies for AI applications,
the excitement around creating smooth APIs that integrate well with the Java ecosystem,
the potential future of CPU inference and its parallels with the evolution of server infrastructure,
the upcoming Devoxx conference,
Dmytro Liubarsky on twitter: @langchain4j
An airhacks.fm conversation with Christos Kotselidis (@CKotselidis) about:
early experiences with computers and programming,
transition to studying Java and virtual machines at university,
work on Jikes compiler and distributed software transactional memory for PhD,
current roles as...
Published 11/17/24
An airhacks.fm conversation with Vadym Kazulkin (@VKazulkin) about:
journey as a Java developer from the late 1990s to present,
early experiences with Java and J2EE development,
transition to cloud and serverless technologies, particularly AWS Lambda,
discussion of Java performance on...
Published 11/10/24