v0.2.4

What's Changed

• Fix pending UI blocking calls by #44

v0.2.3

What's Changed

• Pending h2ogpt integration for vulnerability scanning & Q generation #4
• Fix swapping Q recommender models #4
• Update system config to support defog/sqlcoder-7b-2
• Fix pending high-level ui blocking calls #44
• Update dependencies

v0.2.2

• Bug fixes when swapping models
• Notebook updates

v0.2.1

What's Changed

• UI flow improvements
• Additional bug fixes

v0.2.0

What's Changed

• Minor fixes
• Notebook example on using configured guardrails

Full Changelog: v0.1.9...v0.2.0

v0.1.9

Changed/FIxed/Added

• Guardrail improvements by @pramitchoudhary in #69
• Integrate h2ogpt - part 1 by @pramitchoudhary in #70
• Pending h2ogpt enabled models and test updates by @pramitchoudhary in #71
• Eval inference update by @pramitchoudhary in #72
• Improve Databricks workflow by @pramitchoudhary in #74

Full Changelog: v0.1.8...v0.1.9

v0.1.8

Changed/Fixed

• Pass Db dialect properly #63
• Add support for sqlcoder-34b-alpha locally #65
• Self-correction improvements using h2ogpte client (h2oai/h2ogpt-4096-llama2-70b-chat) #68

v0.1.6

Added:

1. Enable OpenAI-GPT models for baseline (evaluation/comparison) in eval mode #53
2. Generating sample Qs for cold start problem (using OSS remote endpoint for h2ogpt) #54
3. Add introductory data preview #56

Bundle: s3://sql-sidekick/releases/ai.h2o.wave.sql-sidekick.0.1.6.wave

v0.1.5

Bundle: s3://sql-sidekick/releases/ai.h2o.wave.sql-sidekick.0.1.5.wave

v0.1.4

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