✨ 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!