Updates/Improvements:

• Multi mode chatbot #6642 (works only locally)
• Decouple Langchain from OpenAI and add Claude Support #6912

Fixes:

• Fixed dremio_handler #6910
• Allow to upload CSV with single column #6896

Updates of documentation

Improvements

• Support embedding mode for lightwood models https://github.com/mindsdb/mindsdb/pull/6779
• Show error message from frappe api https://github.com/mindsdb/mindsdb/pull/6872
• Speedup deleting of models with multiple versions https://github.com/mindsdb/mindsdb/pull/6860
• SHOW handlers will show ML and Data handlers https://github.com/mindsdb/mindsdb/pull/6724

Bug fixes

• check project names case-independent https://github.com/mindsdb/mindsdb/pull/6842
• set predictor status to 'error' if can't get training data https://github.com/mindsdb/mindsdb/pull/6871

Other

• updates of documentation
• various improvements and bugfixes

Release Notes

New handlers

• LightFM Recommender Handler (#6037 )
• Popularity Recommender Handler (#6037 )

Notable changes

• Users now require a verified email to use OpenAI integrations without an API Key (#6778 )

Fixes:

• SHOW TABLES for mssql now works correctly (#6814 )
• Uploading files to MindsDB now works correctly (#6811 )

New features:

Processes cache 

https://github.com/mindsdb/mindsdb/pull/6605

Updates/Improvements:

Writer handler - minor adjustments 

https://github.com/mindsdb/mindsdb/pull/6650 INSERT Support for Shopify Integration INSERT Support for Shopify Integration #6685 Pass email confirmed to servers

Pass email confirmed to servers #6778

Fixes:

Check if Chatbot Exists With New Name Only if Different in HTTP PUT 

https://github.com/mindsdb/mindsdb/pull/6719 Don't import fcntl on windows Don't import fcntl on windows #6728 Remove '.' from project and integrations names Remove '.' from project and integrations names #6721 updated langchain requirements

updated langchain requirements #6738

Updates of documentation

Fix:

• Pip package excluded folder without __init__ file in realtime_slack_chat_handler.
  • This module is used at mindsdb start up process and prevents starting of mindsdb

Updates of documentation

New features:

• REST API Endpoints for Chatbots #6648
• Realtime Chatbot with Slack Implementation #6633

New handlers:

• Web crawler handler #6484
• MediaWiki Integration #6651

Updates/Improvements:

• Added update and delete method to gmailhandler #6608
• Writer handler - bug fixes and minor tweaks #6621

Fixes:

• Fixed duplicated events in google calendar handler #6632
• OpenAI bulk joins failing for > batch_size payloads #6638
• Fine-tuning of OpenAI models errors out #4734
• Describe mindsdb.model.info is not working #6592

Updates of documentation

• improves of LlamaIndex handler https://github.com/mindsdb/mindsdb/pull/6617
• fixed an issue that affects generative handlers like Writer, LlamaIndex, etc. https://github.com/mindsdb/mindsdb/pull/6615
• updates of documentation

• Google handlers changes
• updates of documentation

• added sql function json_extract https://github.com/mindsdb/mindsdb/pull/6009
• support of update add delete in integrations tables https://github.com/mindsdb/mindsdb/pull/6589
• fixed issues with missing dependencies for google_calendar, langchain and llamaindex handlers

New Features:

• PayPal handler to support querying payments https://github.com/mindsdb/mindsdb/pull/6289
• LlamaIndex ML handler https://github.com/mindsdb/mindsdb/pull/6330

Notable Fixes:

• Improvements in memory and prompt templating for Langchain https://github.com/mindsdb/mindsdb/pull/6294
• Completely removed streams https://github.com/mindsdb/mindsdb/pull/6258

Docs:

• Added Postgres API to the Postgres docs https://github.com/mindsdb/mindsdb/pull/6252
• Updated Learning Hub tutorials https://github.com/mindsdb/mindsdb/pull/6311