New features, major changes:

• improved support of python 3.10 and 3.11
• Triggers engine, subscribe for mongodb #6819
• Chatbot engine unifies realtime and regular (select from table) chatbot interfaces #6790
• Added chatbots table #7038
• OpenAI embedding mode #7011
• Migrate to sqlalchemy 2.0 #7014
• Huggingface - finetune #5993
• Run predictions in subprocess #6935

New handlers

• [ENH] Replicate Handler #6795
• Monkeylearn handler for Mindsdb #5543
• Handler for Nixtla's TimeGPT #7054
• Initial implementation of Webz Application Handler #6748
• PyPI Handler Integration #7026
• Handler for SentenceTransformers #7028

Improvements, optimizations:

• Improve CSV reader #7016
• Slack-OpenAI Integration: changes in Select and Delete statements #6808
• Improve error message when create ml engine #7040
• reading PDFs in web handler #7073
• Safely Fetch 'href' Attribute from 'a' Tag in Web Crawling #7138
• PyPI Handler Optimization #7122
• Update walrus and redis requirements #7117
• convert types to duck db friendly ones #7074
• Allow Web Handler to Process URLs Wrapped in Single Quotes #7113
• Raise SlackApiError in Select Method #7111
• Email Integration Improvements #7102
• Statsforecast: allow to create model without group column #7082

Bugs fixes

• fix typo Can't remove active version: f{model} #7018
• [Bug, Docker] Shopify bug fixed #6983
• Added attempt to parse as unicode #7032
• Fix for PG & sqlalchemy2 #7041
• Don't fall if describe is not implemented #7020
• Fix same value error in batch for monkeylearn handler #7044
• Fixes for statsforecast #7050
• Fixed chatbot history limit #7062
• Fix for snowflake+sqlalchemy2 #7084
• Fix for clickhouse+sqlalchemy2 #7080
• Fix Database Connection Issue With Ignite by Ensuring Port is an Integer #7063
• Add Ignite dependencies to Docker #7065
• correct passing of finetuning args in lightwood #7067
• fix: convert date column to datetime (monthly expenditure fix)) #7147
• Fix web handler #7098
• WEB handler: no error if result is empty #7093

Updates of docs:

• New docs structure #7039
• Update shopify.mdx #7015
• Manual QA for Apache Ignite #6988
• Create twitterbot-mariadb-enterprise-server-skysql.md #7004
• Fixed: SurrealDB docs #6991
• Tested & Added docs for YouTube Integration #6947
• Slack-OpenAI Integration Tutorial #6808
• Changed Aplication to Application #5756
• Update install.mdx to new path for requirements.txt #7035
• misc docs updates #7042
• improve youtube documentation #7052
• updating twitter tutorial #7045
• updated a query #7046
• removed temp python sdk file #7047
• fixed links #7078
• fixed image in slack tutorial #7079
• twitter tutorial fix #7068
• added compressed gif #7075
• referenced git in twitter tutorial #7076
• fixed reference to a gif #7077
• added author link to twitter tutorial #7083
• fix for house sales statsforecast tutorial #7144
• added an faq page #7124
• added docs for llm ui and slack #7128
• added email docs #7125
• updated ai workflow section #7108
• docs for web crawler #7119
• Create Manual_QA.md #7049
• Create monkeylearn.mdx #7085
• Binance #7088