Release Notes v23.9.1.0
Features
#7141 Added finetune support for BYOM engine
#7133 TimeGPT: Added handling for finetune steps, token validation, and data features
#7122 Added PyPI Handler optimizations
Documentation
#7240 Added technical docs for jobs
#7227 Updated docs of JS SDK Connect
#7208 Fixed instructions for generating slack tokens
#7206 Added quickstart video
#7200 Added SurrealDB documentation
#7199 Added json_extract() method to docs
#7194 updated git clone line on install docs
#7192 Updated slack docs with permission information
#7179, #7171 Updated documentation on Scylla and Cassandra
#7173 Added Bot Scopes Explicitly to Slack Chatbot Tutorial
#7168 Added Manual_QA for github_handler
#7156 Typo fixes
#7146 Added tutorial house sale example for TimeGPT
#7145 Added monthly expenditure timegpt tutorial
#7135 Added Apache ingnite form in documentation
#7134 Fixed labels and description in clickhouse documentation
#7128 Added docs for llm ui and slack
#7125 Added docs for Email (connecting email account to MindsDB via 'email' engine)
#7124 Added FAQ page for MindsDB with PHP
#7119 Fixes for WebCrawler docs
#7108 Updated AI Workflow section
Fixes
#7239 Deleted obsolete methods
#7237 Lightwood fix, alert on missing data when training.
#7228 Fixed langchain parameter name, can use promp_template
#7216 Fixed deprecated requirement sklearn, adding scikit-learn instead
#7215 Fixed batch prediction via mongodb
#7201 Added defensive failure when creating an ML_ENGINE with empty arguments
#7197 Added support for non-grouped data in timegpt
#7191 Fixed huggingface pandas requirement version
#7178 Deleted docs_old directory
#7176 Added docker dependencies for MonkeyLearn
#7174 Langchain error messages used to only display first 50 characters, now will display whole message.
#7163 TimeGPT fixes for frequency and levels
#7161 Addeed missing autokeras requirement for the autokeras handler
#7160 Deleted mindsdb and mindsdb-sql from handlers' requirements
#7159 Rounding timestaps in the binance handler
#7155 Predownloading nltk data in docker (punkt and stopwords)
#7154 Added binance-connector to Docker
#7152 Always return new model record when calling train or finetune
#7151 Fix for rare issue raised when integration data is empty
#7147 Support to convert datecolumn to datetime in timegpt_handler
#7144 Fixed bug related to the target variable forcasted by StatsForcast in the Statsforcast's House Sale tutorial
#7143 Removed restriction of only using SSH keys to clone MindsDB repo
#7138 Added abillity for Webcrawler to fetch href attribute from an tag
#7136 Fixed typo in itnerfaces.database.projects
#7130 Added duckdb to docker dependencies. (required for gogole sheet integration)
#7117 Updated Walrus and redis requirements
#7115 Fix to run 'predict' tasks in subprocess
#7113 Allow Web Handler to Process URLS wrapped in single quotes
#7111 Raise SlackAPIError in Select Methods
#7102 Added improvements to email_Datasource handler, setting defaults to since_date and until_date
#7098 Fixed error with web handler not getting content if link was without href
#7093 Fixed Webhandler error when output dataframe is empty and doesn't contain error column
#7241 Added Plaid and Confluence dependencies to docker image