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raul raja databricks meetup scala days 2023 seattle 1080p

Talkat Scala Days 2023 Seattle · 2023-06-05..06-07· [scala]
slides:none on file

An open source JVM library called Seth AI provides a monadic AI block DSL for Scala/Kotlin (published to Maven Central as an alpha) and bindings for Java, Rust, Go and Swift in progress. It talks to OpenAI and Hugging Face HTTP APIs today and plans local model support soon, offers typed error ADT (no response, JSON parse, token limits), prompt templates and composable contexts with vector stores and PostgreSQL backends, can ingest PDFs for chat, and is already used in-house to summarize specs and propose code fixes against Alloy/TLA-style models.

AI-written summary · about

  1. 0:00Seth AI open source library
  2. 2:29Functional AI block design
  3. 5:02Structured AI responses
  4. 6:09Prompt templates and chains
  5. 7:14Context and memory for AI
  6. 9:02Composing AI blocks and storage
  7. 10:55Extending library with custom functions
  8. 12:20Real-world use in verification
  9. 14:29Q&A
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