Features, Improvements and Fixes:

• [ENH] Code and contextual QA formatters for LLM finetuning https://github.com/mindsdb/mindsdb/pull/8759
• Fixes for Issue #8565 https://github.com/mindsdb/mindsdb/pull/8567
• Refactor email handler https://github.com/mindsdb/mindsdb/pull/8794
• clean up docker/docker-compose and comment https://github.com/mindsdb/mindsdb/pull/8798
• Add 12labs handler to cloud https://github.com/mindsdb/mindsdb/pull/8804
• Improve email ingestion and handling in MindsDB https://github.com/mindsdb/mindsdb/pull/8803
• Added insert method for email campaigns table https://github.com/mindsdb/mindsdb/pull/8698
• Skills updates https://github.com/mindsdb/mindsdb/pull/8765
• Refactor docker bake file https://github.com/mindsdb/mindsdb/pull/8763
• Improve error message if model in 'error' status https://github.com/mindsdb/mindsdb/pull/8827
• Fix create ml engine https://github.com/mindsdb/mindsdb/pull/8830
• Fix describe of broken openai model https://github.com/mindsdb/mindsdb/pull/8829
• Fix: JOIN model with empty dataframe https://github.com/mindsdb/mindsdb/pull/8843
• PR for small fixes on hachaton https://github.com/mindsdb/mindsdb/pull/8833
• Fix describe for models with 'broken' ml_engines https://github.com/mindsdb/mindsdb/pull/8839
• Validate api key during OpenAI or Anyscale-endpoints ml_engine creation https://github.com/mindsdb/mindsdb/pull/8847
• Validate the timegpt token https://github.com/mindsdb/mindsdb/pull/8841
• Add multi environment deploy step https://github.com/mindsdb/mindsdb/pull/8836
• add deploy to staging when mergeing to staging branch https://github.com/mindsdb/mindsdb/pull/8852
• Fix show command https://github.com/mindsdb/mindsdb/pull/8849
• Adding icon.svg file for writer handler https://github.com/mindsdb/mindsdb/pull/8859
• Removed Non-integrations from the /handlers Endpoint https://github.com/mindsdb/mindsdb/pull/8862
• Fixed Several Unusable Handlers https://github.com/mindsdb/mindsdb/pull/8864
• Added Support for Summarization to the Twelve Labs Integration https://github.com/mindsdb/mindsdb/pull/8795
• Make Langchain Handler More Reliable https://github.com/mindsdb/mindsdb/pull/8844
• Add /completions POST Endpoint for Agent Completions https://github.com/mindsdb/mindsdb/pull/8850
• [ENH] Updates to langchain: version bump, observability https://github.com/mindsdb/mindsdb/pull/8785
• Getting anyscale key instead openai https://github.com/mindsdb/mindsdb/pull/8800
• Skills decoupling https://github.com/mindsdb/mindsdb/pull/8792
• Updated icons for TPOT and StatsForecast https://github.com/mindsdb/mindsdb/pull/8872
• Slack list messages updated https://github.com/mindsdb/mindsdb/pull/8796
• Don't pickle exception, wrap it https://github.com/mindsdb/mindsdb/pull/8866
• Make langchain_community dependency optional https://github.com/mindsdb/mindsdb/pull/8875
• Mark files handler as permanent https://github.com/mindsdb/mindsdb/pull/8879
• fix github_tables filtering https://github.com/mindsdb/mindsdb/pull/8881
• Make web handler optional https://github.com/mindsdb/mindsdb/pull/8880
• Twelvelabs Integration fixes https://github.com/mindsdb/mindsdb/pull/8883
• Fixed the Import of MatrixOneHandler in D0lt Handler https://github.com/mindsdb/mindsdb/pull/8886
• Fix last: one condition in view https://github.com/mindsdb/mindsdb/pull/8867
• Add auth flag in the config example https://github.com/mindsdb/mindsdb/pull/8888
• Anomaly detection process data bug https://github.com/mindsdb/mindsdb/pull/8897
• Fix warning about flask JSONEncoder deprecation https://github.com/mindsdb/mindsdb/pull/8869
• Init load tests https://github.com/mindsdb/mindsdb/pull/8730
• anthropic to use messages api (instead of legacy completions api) https://github.com/mindsdb/mindsdb/pull/8885
• Removed Icons as Determining Factor for Handler Import Status https://github.com/mindsdb/mindsdb/pull/8909
• Updated the Broken Dependencies for the BigQuery Handler https://github.com/mindsdb/mindsdb/pull/8910
• Add Support for Prometheus Metrics & Add New Handler Metrics https://github.com/mindsdb/mindsdb/pull/8899
• fix for email handler to work in jobs with last https://github.com/mindsdb/mindsdb/pull/8913
• Fix failing coveralls action https://github.com/mindsdb/mindsdb/pull/8917
• Fix select connection_id() https://github.com/mindsdb/mindsdb/pull/8920
• Added Improved Logos for Integrations https://github.com/mindsdb/mindsdb/pull/8854
• Add jobs_history to log db https://github.com/mindsdb/mindsdb/pull/8793
• Bump follow-redirects from 1.15.5 to 1.15.6 in /docs https://github.com/mindsdb/mindsdb/pull/8932
• Fix supported python versions for pip installs https://github.com/mindsdb/mindsdb/pull/8905
• Json operators support https://github.com/mindsdb/mindsdb/pull/8895
• fix setup limits https://github.com/mindsdb/mindsdb/pull/8937
• Add Prometheus Metrics for All API Endpoints https://github.com/mindsdb/mindsdb/pull/8904
• Include prometheus_metrics Dir in Dockerfile https://github.com/mindsdb/mindsdb/pull/8944

Documentation Updates:

• Typo "mbd" vs "mdb" https://github.com/mindsdb/mindsdb/pull/8736
• Update README.md - tweak messaging https://github.com/mindsdb/mindsdb/pull/8797
• [Docs] update mongo doc: replace insert->insertOne, predictors->`models https://github.com/mindsdb/mindsdb/pull/8802
• fixed api_key param names https://github.com/mindsdb/mindsdb/pull/8809
• added info to finetune commands https://github.com/mindsdb/mindsdb/pull/8808
• docs for evaluate by https://github.com/mindsdb/mindsdb/pull/8807
• update to rest api docs https://github.com/mindsdb/mindsdb/pull/8810
• docs rearranged and modified intro pages https://github.com/mindsdb/mindsdb/pull/8811
• Cleanup docs https://github.com/mindsdb/mindsdb/pull/8825
• added a note that create table needs database with write access https://github.com/mindsdb/mindsdb/pull/8832
• Update Anomaly detection docs https://github.com/mindsdb/mindsdb/pull/8834
• added eeg forecast tutorial https://github.com/mindsdb/mindsdb/pull/8835
• tutorial for learning hub https://github.com/mindsdb/mindsdb/pull/8837
• fixed query in tutorial https://github.com/mindsdb/mindsdb/pull/8840
• updated tutorials for learning hub https://github.com/mindsdb/mindsdb/pull/8845
• added data file to openai finetuning tutorial https://github.com/mindsdb/mindsdb/pull/8853
• update file link https://github.com/mindsdb/mindsdb/pull/8855
• fixed slack chatbot tutorial https://github.com/mindsdb/mindsdb/pull/8868
• Less redundant doc example https://github.com/mindsdb/mindsdb/pull/8873
• fixed github docs https://github.com/mindsdb/mindsdb/pull/8877
• fixed anthropic model names in docs https://github.com/mindsdb/mindsdb/pull/8884
• Update README.md https://github.com/mindsdb/mindsdb/pull/8887
• Update README.md https://github.com/mindsdb/mindsdb/pull/8889
• Update monkeylearn.mdx https://github.com/mindsdb/mindsdb/pull/8891
• Update README.md https://github.com/mindsdb/mindsdb/pull/8901
• updated middleware to platform https://github.com/mindsdb/mindsdb/pull/8894
• added links to use cases https://github.com/mindsdb/mindsdb/pull/8912
• update to docker docs https://github.com/mindsdb/mindsdb/pull/8916
• updated slack docs https://github.com/mindsdb/mindsdb/pull/8921
• Update MindsDB Installation for Development docs https://github.com/mindsdb/mindsdb/pull/8908
• updating ai engines doc pages https://github.com/mindsdb/mindsdb/pull/8799