mindsdb

• 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

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
• Fixes for keeping microservices up to date.
  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

Release Notes:

Features/Improvements

• Improvements to FINETUNE, allowing finetune from particular model version, as well as finetuning without switching active version.
  

• Improved debugging by replacing threading.get_ident with threading.get_native_id.
  

• Added basic Rocket Chat API Handler. It can read and write messages to Rocket Chat channels.
  

• Added Frappe API Handler that can insert and get documents.
  

• Fixes to get_table method in API Handler to use Identifier type
  

• Added Shopify App Integration Handler, supporting querying Products, Customers, and Orders.
  

Bugfixes

• Adding dependency to use Slack Integration
  

Documentation

• Created Python SDK Docs
  

• Created House Sales Tutorial Tests
  

• Created cloud demo, starter, pro documents. Adding instructions on connecting mindsdb pro to sql and no-sql clients.
  

• Changed create ml engine example to OpenAI.
  

• Created Bring Your Own Model docs.
  

• Added minimum requirements for docker docs
  

• Added ml engines to mongo docs
  

• Updated doc navigation
  

• Updated Python version in contrib/install docs, 3.8.x to 3.9.x
  

• Updated Python min version in selfhosted linux document to 3.8.0
  

• Updated Python version in macos document.
  

• Updated Google BigQuery documentation page
  

• Updated Google Calendar Docs
  

• Fixes to images that were linked previously to redis
  

• Fixed port number on connect-mariadb-skysql,jupysql, tableau, mysql-client, sql-alchemy, metabase, and mongo-compass
  

• Tutorial added for text summarization for google Pegasus
  

• ManualQA Pages for testing the Question and Answer tutorial, Prompt Completion Tutorial, ZeroShot Bart Tutorial, yugabytedb, OpenAI, Promp Completion OpenAI Tutorial, HF Spam tutorial, Open AI Sentiment Classification Tutorial, HF Sum Google Pegasus Tutorial, MindsDB Quickstart Tutorial
  

• Added schema param to yugabyte integration docs
  

• Added corrections on ML Engine Documentation page, adding PREDICT clause
  

Description

Fixes

• Fixed openai api key #6136
• Failed to fetch table from yugabytedb #6070

Description

• Updates/Improvements:
  • Dropped support of python 3.7
  • Updated to Lightwood 23.5.1.0
  • Improved rest API
  • DB handlers cache
  • Updated Langchain handler
• New handlers
  • GitLab Integration
  • Hugging Face Inference API Integration
  • SAP MaxDB integration
  • Google Search Console Integration
  • Google Fit Integration
  • Google Content API for Shopping Integration
  • Google Books Integration
  • Quickbooks Integration
  • Sendinblue App Integration
  • Youtube App Integration
  • PlaidHandler
  • Slack Integration
  • HackerNews API Handler
  • Strava App Integration
  • NewsAPI Handler
• Updated documentation
• Bugfixes

• bugfixing

• bugfixes

• bugfixes

• evaluations feature: intended to track ML model performance with relevant accuracy functions that intake predictions and actual/true values.
• buxfixes
• documentation updates

New features:

• REST API endpoints for Databases, and Views
• Postgres API updates

New integrations:

• Reddit
• Plaid API for balance and transaction endpoints
• InfluxDB
• Google Calendar for Events
• Confluence

• revert Lightwood requirement to be compatible with models trained with previous version

• bugfixes

New handlers:

• Ingres
• SurrealDB
• Cloud Spanner
• GitHub
• EdgelessDB
• Binance

New ML-engines:

• Auto-Sklearn
• LangChain

support for Nixtla's HierarchicalForecast package
updates of documentation
various bugfixes

Description

Changes:

• OpenAI
  • image endpoint #5115
  • OpenAI handler is permanent #5132
• Set training progress in lightwood handler #4950
• Twitter handler:
  • Check twitter connection args for RW and RO modes #5164
  • Upload image in tweet #5105
• Statsforecast
  • Implement describe() method #5113
  • automated model selection #5012
• Logging of using of APIs #5129
• DOCS

New handlers:

• Empress Embedded integration #5209
• Altibase #5206

Fixes:

• Fix missing dependency in Docker image #5222
• Prediction-time temperature for OpenAI models #5232
• Twitter handler: Fix calculating tweet length #5201
• Fix neuralforecast requirements file #5188

New handler:

• NuoDB

Bugfixes and improvements

Changes:

New handler:
Apache Ignite
Docs
Fixes:

Twitter handler fixes
Jobs connection fixes

Description

Revert to lightwood==23.2.1.1.