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@gaurav274 gaurav274 released this 26 Aug 01:53
· 341 commits to master since this release
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✨ EvaDB v0.3.2 ✨

Core Enhancements, Documentation Revamp, New Integration, & more

Core Enhancements

  • 🤖 Introducing direct model training and tuning right inside your database system.
  • 📚 Add support to connect with popular native data sources through EvaDB seamlessly. Unleash the power of AI models.

Documentation Revamp 📖

  • Several improvements to documentation to enhance your developer experience

Enhanced Usecase 🚀

  • Elevate your YouTube QA app blog generator with enhanced capabilities.

New Integrations 🛠

  • Postgres Integration: Run native Postgres query through EvaDB, Directly run EvaDB AI query on Postgres native data.
  • Ludwig Integration, AutoML on your structure and unstructured data. Train a prediction model through EvaDB from your data sources. Use the trained models as functions to compose customized queries.

Benchmark

  • EvaDB runs a text summarization AI task on 12,000 CNN news articles seven times faster than MindsDB.

What’s Changed

  • PR #962: release 0.3.2
  • PR #953: docs: Fix User Reference and Dev Guide
  • PR #952: docs: Update PULL_REQUEST_TEMPLATE.md
  • PR #951: docs: updated overview and usecases
  • PR #950: docs: improve the docs
  • PR #943: Auto drop row id for `CREATE UDF xxx FROM
  • PR #945: fix: circle ci pip + setuptools conflict
  • PR #942: feat: select from native database
  • PR #921: fix: more detailed YouTube QA app blog generator
  • PR #940: feat: update ci test for third party integration
  • PR #941: chore
  • PR #935: Ludwig-based model train and tune support.
  • PR #937: feat: integration for pg_handler added
  • PR #939: Hot Fix for Fuzzy Join
  • PR #936: Use statement
  • PR #938: pydantic > 2 conflicts with ray
  • PR #932: feat: postgres integration - create database
  • PR #931: Revert "Revert "Fix benchmark documentation
  • PR #931: Revert "Fix benchmark documentation
  • PR #931: Fix benchmark documentation
  • PR #930: Text summarization benchmark with MindsDB and EvaDB
  • PR #929: Fix problems found when running hugging face text summariztion model on large input.
  • PR #928: feat: improve the use case doc
  • PR #927: chore
  • PR #925: chore
  • PR #926: chore
  • PR #924: fix tutorials 11-similarity-search-for-motif-mining.ipynb
  • PR #922: feat : Run EvaDB on Postgres
  • PR #919: chore: redirect to evadb
  • PR #918: docs: updates
  • PR #916: Bump v0.3.2+dev
  • PR #915: Release 0.3.1

Thanks to @jiashenC, @xzdandy, @gaurav274, @jarulraj, @yulaicui, and @Chitti-Ankith for contributions!