"Stateful agents require persistent context, efficient memory handling, and cost-aware execution strategies. In this workshop led by Ben Labaschin, attendees implemented long-term memory using LangGraph's new 1.0 capabilities, including semantic, episodic, and procedural memory. The session also addressed the computational overhead of multi-step agentic workflows by incorporating semantic caching through Redis LangCache. Participants walked away with architectural patterns for memory-enabled agents, hands-on code examples, and practical approaches for measuring token usage and optimizing cost in production LLM deployments."
"ODSC AI West 2025 delivered one of its strongest virtual lineups to date, offering deep technical workshops, hands-on bootcamps, and expert-led training across the rapidly evolving AI landscape. For practitioners who want to stay ahead of emerging methods - from agentic architectures and orchestration frameworks to program synthesis and multimodal RAG pipelines - many of the event's most popular sessions are now available through Ai+ Training."
ODSC AI West 2025 presented a robust virtual program of technical workshops, bootcamps, and expert-led training across emerging AI methods. The program covered agentic architectures, orchestration frameworks, program synthesis, and multimodal retrieval-augmented generation pipelines. A workshop on stateful agents demonstrated long-term semantic, episodic, and procedural memory using LangGraph 1.0 and introduced semantic caching via Redis LangCache to reduce computational overhead. Attendees received architectural patterns, hands-on code examples, and methods for measuring token usage and optimizing production LLM costs. A validation session emphasized parsers, schemas, test harnesses, and reproducible evaluation workflows as practical engineering approaches.
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