~/talks

Brian Sam-Bodden

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Design Patterns for Multi Agent SystemsDevnexus 20262026-03-04
Compares three concrete orchestration styles by building a runnable demo that wires Spring AI, LangChain4j, and Embabel into separate services talking to a…
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Secrets of Agentic Memory ManagementJfokus 20262026-02-02
Prototype Java Spring memory server implements six memory types (semantic, episodic, procedural, entity and variants), a memory type registry and modules, and…
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The Evolution of RAGGreat International Developer Summit 20252025-04-22
Overview of concrete RAG advances: pipelines move from simple retrieve+LLM to modular systems with a semantic router, rewriter, retriever, reranker…
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Agents EverywhereGreat International Developer Summit 20252025-04-22
Claims that complex multi-agent LLM systems fail up to 75% of the time lead to a defensive design: a stateful directed cyclic graph engine called Langraph DCG…
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Jump-Start Your Data Science Learning Java & Jupyter NotebooksJavaOne 20252025-03-18
Claims that Java is ready for data science by showing a reproducible Java Jupyter kernel Docker stack with Maven dependency loading and small glue library…
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From SQL to NoSQLGreat International Developer Summit 20242024-04-23
Argues that Redis plus a search engine reproduces many SQL patterns: stores application objects as Redis JSON documents, builds indexes with FT.CREATE and…
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Vector Similarity Search in SpringGreat International Developer Summit 20242024-04-23
Shows how to build vector search with Spring plus the Redis Stack and DJL for embeddings, using a retina-face model to detect and index faces and a fashion…
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Vector Similarity Search in Spring with Redis StackSpring I/O 20232023-05-18
Shows how to turn images and text into embeddings in Java using Redis Stack and Spring, storing 512‑dim vectors and running k‑NN searches with cosine…
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Vector Similarity Search in Spring with Redis StackDevnexus 20232023-04-04
Claim: a Java Spring app performs production-grade vector similarity search without Python by using Redis Stack for vector indexes and Redis OM Spring for…
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Extending Redis with RustRustLab 20222022-10-02
🔔 FOLLOW RUSTLAB CHANNEL 🔔 ABSTRACT: Redis is a multi-model in-memory-first database. Redis can be extended with new data structures and associated…
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Bootiful multi-model applications with Redis StackSpring I/O 20222022-05-26
Shows how Redis Stack combines modules (JSON, Search, Graph, TimeSeries, Bloom) with Spring Boot using Redis Stack modules: JSON, Search, Graph, TimeSeries…
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Probabilistic Data Structures with Redis BloomDevelopers Summit 20212021-02-18
RedisBloom adds a scalable Bloom filter, cuckoo filter, count‑min sketch and top‑k to Redis and demonstrates real commands and configs: use BF.ADD / BF.RESERVE…
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Building a Recommendation Engine with Machine Learning TechniquesFull Stack Fest 20162016-09-05
Builds a SaaS Recommendation Engine using Java, Cassandra, Ruby on Rails, Clojure and Javascript and shows which pieces actually work and which fail. Uses…
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iOS Games with RubyMotionBarcelona Ruby Conference 20132013-09-14
A Ruby-based toolchain (RubyMotion) compiles to App Store-ready binaries and combines with a Cocos2D wrapper (joybox) and Box2D to produce real iOS games. The…
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BDD and Acceptance Testing with RSpec & CapybaraRailsConf 20132013-04-29
Shows how Behavior‑Driven Development delivers value by testing from the outside in and then filling models, using RSpec for unit/spec design and Capybara…
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TDDing iOS Apps for fun and profit with RubyMotionRailsConf 20132013-04-29
Claims that a full TDD workflow is practical for iOS using RubyMotion and its toolchain: create with the motion command, iterate with the motion console REPL…
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Trellis: A Component-Oriented Web FrameworkRuby|Web Conference 20102010-09-09
Claims a Ruby micro-framework with a DSL for component-based pages and event-driven navigation, implemented on Ruby 1.8.7 and runs on Rack; initial prototype…
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