AI-infused command-line applications
summary
Builds CLI apps using Quarkus, LangChain4j and standard LLM providers, with prompt templates, automatic chat memory and optional streaming; demos include an OpenAI‑backed ASCII→diacritics grammar fixer, an AI image generator and an interactive FS bot exposing a local mCP file server, all implemented in two to three classes and iterated in Quarkus Dev mode. Compile to a GraalVM native executable with a single build flag, runs fast, uses low memory, and the examples work end‑to‑end (network permitting).
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chapters (10)
- 0:00Introduction
- 0:57Motivation for the project
- 3:49Grammar tool demonstration
- 5:27How LLM interactions work
- 9:47Introduction to LangChain4j
- 14:20Quarkus and native compilation
- 17:54Quarkus extension features
- 23:06Advanced CLI examples
- 26:08Live coding demonstration
- 43:27Conclusion and Q&A
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