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v0.1.4

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@pramitchoudhary pramitchoudhary released this 06 Nov 21:31
· 21 commits to main since this release
v0.1.4
cc04134

Added:

  • Playground/toolchain in place to evaluate generation consistency using zero-shot, 1-shot, and few-shot settings (via CLI / thin web client using wave)
  • 2 SOTA LLM models focused on SQL generation enabled - sqlcoder2 (Default), NumbersStation/nsql-llama-2-7B, GPT-models (not enabled via UI)
  • Basic RAG workflow supported - semantic ranking + relevance ranking to Interact and improve generation
  • Guardrails: Safety checks in place to avoid SELECT type SQL injections
  • Database integration - postgres (briefly disabled via UI)/ SQLite (default) to get to the final answer
  • Auto schema generation on data-upload via UI
  • Different generation modes - Try Again(greedy decoding), Try Harder(Diverse beam search decoding)

Bundle: s3://sql-sidekick/releases/ai.h2o.wave.sql-sidekick.0.1.4.wave

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