# MindsDB ## Docs - [Build an Application Handler](https://docs.mindsdb.com/contribute/app-handlers.md) - [Join our Community 🐻](https://docs.mindsdb.com/contribute/community.md) - [Contribute to MindsDB 🐻](https://docs.mindsdb.com/contribute/contribute.md) - [Build a Database Handler](https://docs.mindsdb.com/contribute/data-handlers.md) - [How to Write MindsDB Documentation](https://docs.mindsdb.com/contribute/docs.md) - [Style Guide for MindsDB Documentation](https://docs.mindsdb.com/contribute/docs-rules.md) - [MindsDB Installation for Development](https://docs.mindsdb.com/contribute/install.md) - [How to Write Handlers README](https://docs.mindsdb.com/contribute/integrations-readme.md) - [Issue Labels](https://docs.mindsdb.com/contribute/issue-labels.md) - [Report an Issue 📢](https://docs.mindsdb.com/contribute/issues.md) - [Build an AI/ML Handler](https://docs.mindsdb.com/contribute/ml-handlers.md) - [Python Coding Standards](https://docs.mindsdb.com/contribute/python-coding-standards.md) - [Testing and Improving Test Coverage](https://docs.mindsdb.com/contribute/tests.md) - [How to Write a Tutorial](https://docs.mindsdb.com/contribute/tutorials.md) - [Benefits of MindsDB](https://docs.mindsdb.com/faqs/benefits.md) - [Disposable Email Domains and OpenAI](https://docs.mindsdb.com/faqs/disposable-email-doman-and-openai.md) - [How to Interact with MindsDB from PHP](https://docs.mindsdb.com/faqs/mindsdb-with-php.md) - [Missing required CPU features](https://docs.mindsdb.com/faqs/missing-required-cpu-features.md) - [How to Persist Predictions](https://docs.mindsdb.com/faqs/persist-predictions.md) - [AI Integrations](https://docs.mindsdb.com/features/ai-integrations.md) - [Automation](https://docs.mindsdb.com/features/automation.md) - [Data Integrations](https://docs.mindsdb.com/features/data-integrations.md) - [Model Management](https://docs.mindsdb.com/features/model-management.md) - [Generative AI Tables](https://docs.mindsdb.com/generative-ai-tables.md) - [Anomaly Detection Handler](https://docs.mindsdb.com/integrations/ai-engines/anomaly.md) - [Anthropic](https://docs.mindsdb.com/integrations/ai-engines/anthropic.md) - [Anyscale Endpoints](https://docs.mindsdb.com/integrations/ai-engines/anyscale.md) - [Bring Your Own Model](https://docs.mindsdb.com/integrations/ai-engines/byom.md) - [Clipdrop](https://docs.mindsdb.com/integrations/ai-engines/clipdrop.md) - [Cohere](https://docs.mindsdb.com/integrations/ai-engines/cohere.md) - [Google Gemini](https://docs.mindsdb.com/integrations/ai-engines/google_gemini.md) - [Hugging Face](https://docs.mindsdb.com/integrations/ai-engines/huggingface.md) - [Hugging Face Inference API](https://docs.mindsdb.com/integrations/ai-engines/huggingface_inference_api.md) - [LangChain](https://docs.mindsdb.com/integrations/ai-engines/langchain.md) - [LangChain Embedding](https://docs.mindsdb.com/integrations/ai-engines/langchain_embedding.md) - [LightFM](https://docs.mindsdb.com/integrations/ai-engines/lightfm.md) - [Lightwood](https://docs.mindsdb.com/integrations/ai-engines/lightwood.md) - [LlamaIndex](https://docs.mindsdb.com/integrations/ai-engines/llamaindex.md) - [MindsDB and MLflow](https://docs.mindsdb.com/integrations/ai-engines/mlflow.md) - [MonkeyLearn](https://docs.mindsdb.com/integrations/ai-engines/monkeylearn.md) - [Nixtla's NeuralForecast Integration with MindsDB](https://docs.mindsdb.com/integrations/ai-engines/neuralforecast.md) - [Ollama](https://docs.mindsdb.com/integrations/ai-engines/ollama.md) - [OpenAI](https://docs.mindsdb.com/integrations/ai-engines/openai.md) - [Popularity Recommender](https://docs.mindsdb.com/integrations/ai-engines/popularity-recommender.md) - [Portkey](https://docs.mindsdb.com/integrations/ai-engines/portkey.md) - [PyCaret](https://docs.mindsdb.com/integrations/ai-engines/pycaret.md) - [MindsDB and Ray Serve](https://docs.mindsdb.com/integrations/ai-engines/ray-serve.md) - [Replicate (Audio)](https://docs.mindsdb.com/integrations/ai-engines/replicate-audio.md) - [Replicate (Img2Text)](https://docs.mindsdb.com/integrations/ai-engines/replicate-img2text.md) - [Replicate (LLM)](https://docs.mindsdb.com/integrations/ai-engines/replicate-llm.md) - [Replicate (Text2Img)](https://docs.mindsdb.com/integrations/ai-engines/replicate-text2img.md) - [Replicate (Text2Video)](https://docs.mindsdb.com/integrations/ai-engines/replicate-text2video.md) - [Nixtla's StatsForecast Integration with MindsDB](https://docs.mindsdb.com/integrations/ai-engines/statsforecast.md) - [Nixtla's TimeGPT Integration with MindsDB](https://docs.mindsdb.com/integrations/ai-engines/timegpt.md) - [TwelveLabs (Video Semantic Search)](https://docs.mindsdb.com/integrations/ai-engines/twelvelabs.md) - [Vertex AI](https://docs.mindsdb.com/integrations/ai-engines/vertex.md) - [AI Integrations](https://docs.mindsdb.com/integrations/ai-overview.md) - [Binance](https://docs.mindsdb.com/integrations/app-integrations/binance.md) - [Confluence](https://docs.mindsdb.com/integrations/app-integrations/confluence.md) - [Docker Hub](https://docs.mindsdb.com/integrations/app-integrations/dockerhub.md) - [Email](https://docs.mindsdb.com/integrations/app-integrations/email.md) - [GitHub](https://docs.mindsdb.com/integrations/app-integrations/github.md) - [GitLab](https://docs.mindsdb.com/integrations/app-integrations/gitlab.md) - [Gmail](https://docs.mindsdb.com/integrations/app-integrations/gmail.md) - [Google Analytics](https://docs.mindsdb.com/integrations/app-integrations/google-analytics.md) - [Google Calendar](https://docs.mindsdb.com/integrations/app-integrations/google-calendar.md) - [Hacker News](https://docs.mindsdb.com/integrations/app-integrations/hackernews.md) - [Instatus](https://docs.mindsdb.com/integrations/app-integrations/instatus.md) - [Intercom](https://docs.mindsdb.com/integrations/app-integrations/intercom.md) - [Jira](https://docs.mindsdb.com/integrations/app-integrations/jira.md) - [MediaWiki](https://docs.mindsdb.com/integrations/app-integrations/mediawiki.md) - [Microsoft One Drive](https://docs.mindsdb.com/integrations/app-integrations/microsoft-onedrive.md) - [Microsoft Teams](https://docs.mindsdb.com/integrations/app-integrations/microsoft-teams.md) - [News API](https://docs.mindsdb.com/integrations/app-integrations/newsapi.md) - [PayPal](https://docs.mindsdb.com/integrations/app-integrations/paypal.md) - [Plaid](https://docs.mindsdb.com/integrations/app-integrations/plaid.md) - [PyPI](https://docs.mindsdb.com/integrations/app-integrations/pypi.md) - [Reddit](https://docs.mindsdb.com/integrations/app-integrations/reddit.md) - [Salesforce](https://docs.mindsdb.com/integrations/app-integrations/salesforce.md) - [Sendinblue](https://docs.mindsdb.com/integrations/app-integrations/sendinblue.md) - [Shopify](https://docs.mindsdb.com/integrations/app-integrations/shopify.md) - [Slack](https://docs.mindsdb.com/integrations/app-integrations/slack.md) - [Strapi](https://docs.mindsdb.com/integrations/app-integrations/strapi.md) - [Stripe](https://docs.mindsdb.com/integrations/app-integrations/stripe.md) - [Symbl](https://docs.mindsdb.com/integrations/app-integrations/symbl.md) - [Twitter](https://docs.mindsdb.com/integrations/app-integrations/twitter.md) - [Web Crawler](https://docs.mindsdb.com/integrations/app-integrations/web-crawler.md) - [YouTube](https://docs.mindsdb.com/integrations/app-integrations/youtube.md) - [Airtable](https://docs.mindsdb.com/integrations/data-integrations/airtable.md) - [Amazon Aurora](https://docs.mindsdb.com/integrations/data-integrations/amazon-aurora.md) - [Amazon DynamoDB](https://docs.mindsdb.com/integrations/data-integrations/amazon-dynamodb.md) - [Amazon Redshift](https://docs.mindsdb.com/integrations/data-integrations/amazon-redshift.md) - [Amazon S3](https://docs.mindsdb.com/integrations/data-integrations/amazon-s3.md) - [Apache Cassandra](https://docs.mindsdb.com/integrations/data-integrations/apache-cassandra.md) - [Apache Druid](https://docs.mindsdb.com/integrations/data-integrations/apache-druid.md) - [Apache Hive](https://docs.mindsdb.com/integrations/data-integrations/apache-hive.md) - [Apache Ignite](https://docs.mindsdb.com/integrations/data-integrations/apache-ignite.md) - [Apache Impala](https://docs.mindsdb.com/integrations/data-integrations/apache-impala.md) - [Apache Pinot](https://docs.mindsdb.com/integrations/data-integrations/apache-pinot.md) - [Apache Solr](https://docs.mindsdb.com/integrations/data-integrations/apache-solr.md) - [null](https://docs.mindsdb.com/integrations/data-integrations/ckan.md) - [ClickHouse](https://docs.mindsdb.com/integrations/data-integrations/clickhouse.md) - [Cloud Spanner](https://docs.mindsdb.com/integrations/data-integrations/cloud-spanner.md) - [CockroachDB](https://docs.mindsdb.com/integrations/data-integrations/cockroachdb.md) - [Couchbase](https://docs.mindsdb.com/integrations/data-integrations/couchbase.md) - [CrateDB](https://docs.mindsdb.com/integrations/data-integrations/cratedb.md) - [D0lt](https://docs.mindsdb.com/integrations/data-integrations/d0lt.md) - [Databend](https://docs.mindsdb.com/integrations/data-integrations/databend.md) - [Databricks](https://docs.mindsdb.com/integrations/data-integrations/databricks.md) - [DataStax](https://docs.mindsdb.com/integrations/data-integrations/datastax.md) - [DuckDB](https://docs.mindsdb.com/integrations/data-integrations/duckdb.md) - [EdgelessDB](https://docs.mindsdb.com/integrations/data-integrations/edgelessdb.md) - [ElasticSearch](https://docs.mindsdb.com/integrations/data-integrations/elasticsearch.md) - [Firebird](https://docs.mindsdb.com/integrations/data-integrations/firebird.md) - [Google BigQuery](https://docs.mindsdb.com/integrations/data-integrations/google-bigquery.md) - [Google Cloud SQL](https://docs.mindsdb.com/integrations/data-integrations/google-cloud-sql.md) - [Google Sheets](https://docs.mindsdb.com/integrations/data-integrations/google-sheets.md) - [GreptimeDB](https://docs.mindsdb.com/integrations/data-integrations/greptimedb.md) - [IBM Db2](https://docs.mindsdb.com/integrations/data-integrations/ibm-db2.md) - [IBM Informix](https://docs.mindsdb.com/integrations/data-integrations/ibm-informix.md) - [InfluxDB](https://docs.mindsdb.com/integrations/data-integrations/influxdb.md) - [MariaDB](https://docs.mindsdb.com/integrations/data-integrations/mariadb.md) - [MatrixOne](https://docs.mindsdb.com/integrations/data-integrations/matrixone.md) - [Microsoft Access](https://docs.mindsdb.com/integrations/data-integrations/microsoft-access.md) - [Microsoft SQL Server](https://docs.mindsdb.com/integrations/data-integrations/microsoft-sql-server.md) - [MonetDB](https://docs.mindsdb.com/integrations/data-integrations/monetdb.md) - [MongoDB](https://docs.mindsdb.com/integrations/data-integrations/mongodb.md) - [MySQL](https://docs.mindsdb.com/integrations/data-integrations/mysql.md) - [OceanBase](https://docs.mindsdb.com/integrations/data-integrations/oceanbase.md) - [OpenGauss](https://docs.mindsdb.com/integrations/data-integrations/opengauss.md) - [Oracle](https://docs.mindsdb.com/integrations/data-integrations/oracle.md) - [OrioleDB](https://docs.mindsdb.com/integrations/data-integrations/orioledb.md) - [PlanetScale](https://docs.mindsdb.com/integrations/data-integrations/planetscale.md) - [PostgreSQL](https://docs.mindsdb.com/integrations/data-integrations/postgresql.md) - [QuestDB](https://docs.mindsdb.com/integrations/data-integrations/questdb.md) - [SAP HANA](https://docs.mindsdb.com/integrations/data-integrations/sap-hana.md) - [SAP SQL Anywhere](https://docs.mindsdb.com/integrations/data-integrations/sap-sql-anywhere.md) - [ScyllaDB](https://docs.mindsdb.com/integrations/data-integrations/scylladb.md) - [SingleStore](https://docs.mindsdb.com/integrations/data-integrations/singlestore.md) - [Snowflake](https://docs.mindsdb.com/integrations/data-integrations/snowflake.md) - [SQLite](https://docs.mindsdb.com/integrations/data-integrations/sqlite.md) - [StarRocks](https://docs.mindsdb.com/integrations/data-integrations/starrocks.md) - [Supabase](https://docs.mindsdb.com/integrations/data-integrations/supabase.md) - [SurrealDB](https://docs.mindsdb.com/integrations/data-integrations/surrealdb.md) - [TDengine](https://docs.mindsdb.com/integrations/data-integrations/tdengine.md) - [Teradata](https://docs.mindsdb.com/integrations/data-integrations/teradata.md) - [TiDB](https://docs.mindsdb.com/integrations/data-integrations/tidb.md) - [TimescaleDB](https://docs.mindsdb.com/integrations/data-integrations/timescaledb.md) - [Trino](https://docs.mindsdb.com/integrations/data-integrations/trino.md) - [Vertica](https://docs.mindsdb.com/integrations/data-integrations/vertica.md) - [Vitess](https://docs.mindsdb.com/integrations/data-integrations/vitess.md) - [YugabyteDB](https://docs.mindsdb.com/integrations/data-integrations/yugabytedb.md) - [Data Integrations](https://docs.mindsdb.com/integrations/data-overview.md) - [Upload CSV, XLSX, XLS files to MindsDB](https://docs.mindsdb.com/integrations/files/csv-xlsx-xls.md) - [Upload JSON files to MindsDB](https://docs.mindsdb.com/integrations/files/json.md) - [Upload Parquet files to MindsDB](https://docs.mindsdb.com/integrations/files/parquet.md) - [Upload PDF files to MindsDB](https://docs.mindsdb.com/integrations/files/pdf.md) - [Upload TXT files to MindsDB](https://docs.mindsdb.com/integrations/files/txt.md) - [Integrations Overview](https://docs.mindsdb.com/integrations/integrations.md) - [Sample Database](https://docs.mindsdb.com/integrations/sample-database.md) - [Supported Integrations](https://docs.mindsdb.com/integrations/support.md) - [ChromaDB](https://docs.mindsdb.com/integrations/vector-db-integrations/chromadb.md) - [Couchbase](https://docs.mindsdb.com/integrations/vector-db-integrations/couchbase.md) - [Milvus](https://docs.mindsdb.com/integrations/vector-db-integrations/milvus.md) - [PGVector](https://docs.mindsdb.com/integrations/vector-db-integrations/pgvector.md) - [Pinecone](https://docs.mindsdb.com/integrations/vector-db-integrations/pinecone.md) - [Weaviate](https://docs.mindsdb.com/integrations/vector-db-integrations/weaviate.md) - [MindsDB MCP API with Cursor](https://docs.mindsdb.com/mcp/cursor_usage.md) - [Model Context Protocol (MCP)](https://docs.mindsdb.com/mcp/overview.md) - [MCP Server Tools](https://docs.mindsdb.com/mcp/tools.md) - [Minds - Data Driven AI Agents](https://docs.mindsdb.com/minds.md) - [Demo](https://docs.mindsdb.com/minds-demo.md) - [Authentication](https://docs.mindsdb.com/minds/authentication.md) - [Supported Data Sources](https://docs.mindsdb.com/minds/data_sources.md) - [IP Addresses of Minds](https://docs.mindsdb.com/minds/minds_ips.md) - [Inside Minds](https://docs.mindsdb.com/minds/minds_overview.md) - [Assistants API](https://docs.mindsdb.com/minds/python_sdk/assistants_api.md) - [Completions API](https://docs.mindsdb.com/minds/python_sdk/completions_api.md) - [Mind Setup](https://docs.mindsdb.com/minds/python_sdk/mind_setup.md) - [Minds Python SDK](https://docs.mindsdb.com/minds/python_sdk/overview.md) - [Get Started with Demo Mind](https://docs.mindsdb.com/minds/quickstart.md) - [Best Practices](https://docs.mindsdb.com/minds/quickstart_best_practices.md) - [Build your Mind](https://docs.mindsdb.com/minds/quickstart_custom_mind.md) - [Add Data to Mind](https://docs.mindsdb.com/minds/rest_api/add_data_to_mind.md) - [Chat Completions](https://docs.mindsdb.com/minds/rest_api/chat.md) - [Create Data Source](https://docs.mindsdb.com/minds/rest_api/create_datasource.md) - [Create Message](https://docs.mindsdb.com/minds/rest_api/create_message.md) - [Create Mind](https://docs.mindsdb.com/minds/rest_api/create_mind.md) - [Create Run](https://docs.mindsdb.com/minds/rest_api/create_run.md) - [Create Threads](https://docs.mindsdb.com/minds/rest_api/create_thread.md) - [Delete Data Source](https://docs.mindsdb.com/minds/rest_api/delete_datasource.md) - [Delete Mind](https://docs.mindsdb.com/minds/rest_api/delete_mind.md) - [Delete Threads](https://docs.mindsdb.com/minds/rest_api/delete_thread.md) - [Get Data Source](https://docs.mindsdb.com/minds/rest_api/get_datasource.md) - [Get Mind](https://docs.mindsdb.com/minds/rest_api/get_mind.md) - [List Data Sources](https://docs.mindsdb.com/minds/rest_api/list_datasources.md) - [List Messages](https://docs.mindsdb.com/minds/rest_api/list_messages.md) - [List Minds](https://docs.mindsdb.com/minds/rest_api/list_minds.md) - [Minds REST APIs](https://docs.mindsdb.com/minds/rest_api/overview.md) - [Minds as Assistants](https://docs.mindsdb.com/minds/rest_api/overview_assistants.md) - [Retrieve Mind](https://docs.mindsdb.com/minds/rest_api/retrieve_run.md) - [Update Data Source](https://docs.mindsdb.com/minds/rest_api/update_datasource.md) - [Update Mind](https://docs.mindsdb.com/minds/rest_api/update_mind.md) - [Sample Data](https://docs.mindsdb.com/minds/sample_data.md) - [MindsDB - AI's Query Engine](https://docs.mindsdb.com/mindsdb.md) - [Navigating the MindsDB GUI](https://docs.mindsdb.com/mindsdb-gui.md) - [Handlers](https://docs.mindsdb.com/mindsdb-handlers.md) - [Agent](https://docs.mindsdb.com/mindsdb_sql/agents/agent.md) - [Chatbot](https://docs.mindsdb.com/mindsdb_sql/agents/chatbot.md) - [MariaDB SkySQL Setup Guide with MindsDB](https://docs.mindsdb.com/mindsdb_sql/connect/connect-mariadb-skysql.md) - [MindsDB and DBeaver](https://docs.mindsdb.com/mindsdb_sql/connect/dbeaver.md) - [MindsDB and Deepnote](https://docs.mindsdb.com/mindsdb_sql/connect/deepnote.md) - [MindsDB and Grafana](https://docs.mindsdb.com/mindsdb_sql/connect/grafana.md) - [MindsDB and Jupyter Notebooks](https://docs.mindsdb.com/mindsdb_sql/connect/jupysql.md) - [MindsDB and Metabase](https://docs.mindsdb.com/mindsdb_sql/connect/metabase.md) - [MindsDB SQL Editor](https://docs.mindsdb.com/mindsdb_sql/connect/mindsdb_editor.md) - [MindsDB and MySQL CLI](https://docs.mindsdb.com/mindsdb_sql/connect/mysql-client.md) - [MindsDB and Postgres CLI](https://docs.mindsdb.com/mindsdb_sql/connect/postgres-client.md) - [MindsDB and SQL Alchemy](https://docs.mindsdb.com/mindsdb_sql/connect/sql-alchemy.md) - [MindsDB and Tableau](https://docs.mindsdb.com/mindsdb_sql/connect/tableau.md) - [Upload Custom Functions](https://docs.mindsdb.com/mindsdb_sql/functions/custom_functions.md) - [The LLM() Function](https://docs.mindsdb.com/mindsdb_sql/functions/llm_function.md) - [The TO_MARKDOWN() Function](https://docs.mindsdb.com/mindsdb_sql/functions/to_markdown_function.md) - [Knowledge Base](https://docs.mindsdb.com/mindsdb_sql/knowledge-bases.md) - [SQL API](https://docs.mindsdb.com/mindsdb_sql/overview.md) - [Delete From a Table](https://docs.mindsdb.com/mindsdb_sql/sql/api/delete.md) - [Describe a Model](https://docs.mindsdb.com/mindsdb_sql/sql/api/describe.md) - [EVALUATE](https://docs.mindsdb.com/mindsdb_sql/sql/api/evaluate.md) - [Finetune a Model](https://docs.mindsdb.com/mindsdb_sql/sql/api/finetune.md) - [Insert Into a Table](https://docs.mindsdb.com/mindsdb_sql/sql/api/insert.md) - [Join Models with Tables](https://docs.mindsdb.com/mindsdb_sql/sql/api/join.md) - [Join Tables On](https://docs.mindsdb.com/mindsdb_sql/sql/api/join-on.md) - [Manage Model Versions](https://docs.mindsdb.com/mindsdb_sql/sql/api/manage-models-versions.md) - [Retrain a Model](https://docs.mindsdb.com/mindsdb_sql/sql/api/retrain.md) - [Query a Table](https://docs.mindsdb.com/mindsdb_sql/sql/api/select.md) - [Query a File](https://docs.mindsdb.com/mindsdb_sql/sql/api/select-files.md) - [Query a View](https://docs.mindsdb.com/mindsdb_sql/sql/api/select-view.md) - [Update a Table](https://docs.mindsdb.com/mindsdb_sql/sql/api/update.md) - [Use a Data Source](https://docs.mindsdb.com/mindsdb_sql/sql/api/use.md) - [Connect a Data Source](https://docs.mindsdb.com/mindsdb_sql/sql/create/database.md) - [Upload a File](https://docs.mindsdb.com/mindsdb_sql/sql/create/file.md) - [JOBS](https://docs.mindsdb.com/mindsdb_sql/sql/create/jobs.md) - [Configure an ML Engine](https://docs.mindsdb.com/mindsdb_sql/sql/create/ml-engine.md) - [Create, Train, and Deploy a Model](https://docs.mindsdb.com/mindsdb_sql/sql/create/model.md) - [Create a Project](https://docs.mindsdb.com/mindsdb_sql/sql/create/project.md) - [Create a Table](https://docs.mindsdb.com/mindsdb_sql/sql/create/table.md) - [Create a Trigger](https://docs.mindsdb.com/mindsdb_sql/sql/create/trigger.md) - [Create a View](https://docs.mindsdb.com/mindsdb_sql/sql/create/view.md) - [Remove a Data Source](https://docs.mindsdb.com/mindsdb_sql/sql/drop/database.md) - [Remove a File](https://docs.mindsdb.com/mindsdb_sql/sql/drop/file.md) - [Remove a Job](https://docs.mindsdb.com/mindsdb_sql/sql/drop/jobs.md) - [Remove an ML Engine](https://docs.mindsdb.com/mindsdb_sql/sql/drop/ml-engine.md) - [Remove a Model](https://docs.mindsdb.com/mindsdb_sql/sql/drop/model.md) - [Remove a Project](https://docs.mindsdb.com/mindsdb_sql/sql/drop/project.md) - [Remove a Table](https://docs.mindsdb.com/mindsdb_sql/sql/drop/table.md) - [Remove a Trigger](https://docs.mindsdb.com/mindsdb_sql/sql/drop/trigger.md) - [Remove a View](https://docs.mindsdb.com/mindsdb_sql/sql/drop/view.md) - [Get Batch Predictions](https://docs.mindsdb.com/mindsdb_sql/sql/get-batch-predictions.md) - [Get a Single Prediction](https://docs.mindsdb.com/mindsdb_sql/sql/get-single-prediction.md) - [List Data Handlers](https://docs.mindsdb.com/mindsdb_sql/sql/list-data-handlers.md) - [List ML Handlers](https://docs.mindsdb.com/mindsdb_sql/sql/list-ml-handlers.md) - [List Projects](https://docs.mindsdb.com/mindsdb_sql/sql/list-projects.md) - [Native Queries](https://docs.mindsdb.com/mindsdb_sql/sql/native-queries.md) - [Query Jobs](https://docs.mindsdb.com/mindsdb_sql/sql/query-jobs.md) - [Query Triggers](https://docs.mindsdb.com/mindsdb_sql/sql/query-triggers.md) - [List Data Sources](https://docs.mindsdb.com/mindsdb_sql/sql/show-databases.md) - [List ML Engines](https://docs.mindsdb.com/mindsdb_sql/sql/show-ml-engines.md) - [List Models](https://docs.mindsdb.com/mindsdb_sql/sql/show-models.md) - [Use a Project](https://docs.mindsdb.com/mindsdb_sql/sql/use/project.md) - [SQL Aggregate Functions](https://docs.mindsdb.com/mindsdb_sql/sql_support/aggregate-functions.md) - [The CASE WHEN Statement](https://docs.mindsdb.com/mindsdb_sql/sql_support/case-when.md) - [Common Table Expressions](https://docs.mindsdb.com/mindsdb_sql/sql_support/cte.md) - [SQL Window Functions](https://docs.mindsdb.com/mindsdb_sql/sql_support/window-functions.md) - [MindsDB SQL Syntax](https://docs.mindsdb.com/mindsdb_sql/syntax.md) - [Models](https://docs.mindsdb.com/model-types.md) - [Tutorial to Get Started with MindsDB](https://docs.mindsdb.com/quickstart-tutorial.md) - [Create an Agent](https://docs.mindsdb.com/rest/agents/create-agent.md) - [Create a Chatbot](https://docs.mindsdb.com/rest/agents/create-chatbot.md) - [Create a Skill](https://docs.mindsdb.com/rest/agents/create-skill.md) - [Delete an Agent](https://docs.mindsdb.com/rest/agents/delete-agent.md) - [Delete a Chatbot](https://docs.mindsdb.com/rest/agents/delete-chatbot.md) - [Delete a Skill](https://docs.mindsdb.com/rest/agents/delete-skill.md) - [Get an Agent](https://docs.mindsdb.com/rest/agents/get-agent.md) - [Get a Chatbot](https://docs.mindsdb.com/rest/agents/get-chatbot.md) - [Get a Skill](https://docs.mindsdb.com/rest/agents/get-skill.md) - [List All Agents](https://docs.mindsdb.com/rest/agents/list-agents.md) - [List All Chatbots](https://docs.mindsdb.com/rest/agents/list-chatbots.md) - [List All Skills](https://docs.mindsdb.com/rest/agents/list-skills.md) - [Query an Agent](https://docs.mindsdb.com/rest/agents/query-agent.md) - [Update an Agent](https://docs.mindsdb.com/rest/agents/update-agent.md) - [Update a Chatbot](https://docs.mindsdb.com/rest/agents/update-chatbot.md) - [Update a Skill](https://docs.mindsdb.com/rest/agents/update-skill.md) - [Connect a Data Source](https://docs.mindsdb.com/rest/databases/create-databases.md) - [Remove a Data Source](https://docs.mindsdb.com/rest/databases/delete-databases.md) - [Get a Data Source](https://docs.mindsdb.com/rest/databases/list-database.md) - [List Data Sources](https://docs.mindsdb.com/rest/databases/list-databases.md) - [Update a Data Source](https://docs.mindsdb.com/rest/databases/update-databases.md) - [Remove a File](https://docs.mindsdb.com/rest/files/delete.md) - [List Files](https://docs.mindsdb.com/rest/files/list.md) - [Upload a File](https://docs.mindsdb.com/rest/files/upload.md) - [Create a Job](https://docs.mindsdb.com/rest/jobs/create.md) - [Remove a Job](https://docs.mindsdb.com/rest/jobs/delete.md) - [Get a Job](https://docs.mindsdb.com/rest/jobs/get.md) - [List Jobs](https://docs.mindsdb.com/rest/jobs/list.md) - [Configure an ML Engine](https://docs.mindsdb.com/rest/ml_engines/create.md) - [Remove an ML Engine](https://docs.mindsdb.com/rest/ml_engines/delete.md) - [List ML Engines](https://docs.mindsdb.com/rest/ml_engines/list.md) - [Remove a Model](https://docs.mindsdb.com/rest/models/delete-model.md) - [Describe a Model](https://docs.mindsdb.com/rest/models/describe-model.md) - [Finetune a Model](https://docs.mindsdb.com/rest/models/finetune.md) - [Get a Model](https://docs.mindsdb.com/rest/models/list-model.md) - [List Models](https://docs.mindsdb.com/rest/models/list-models.md) - [Manage Model Versions](https://docs.mindsdb.com/rest/models/manage-model-versions.md) - [Get a Single Prediction](https://docs.mindsdb.com/rest/models/query-model.md) - [Get Batch Predictions](https://docs.mindsdb.com/rest/models/query-model-joined-with-data.md) - [Retrain a Model](https://docs.mindsdb.com/rest/models/retrain.md) - [Create, Train, and Deploy a Model](https://docs.mindsdb.com/rest/models/train-model.md) - [REST API](https://docs.mindsdb.com/rest/overview.md) - [Create a Project](https://docs.mindsdb.com/rest/projects/create.md) - [Remove a Project](https://docs.mindsdb.com/rest/projects/drop.md) - [Get a Project](https://docs.mindsdb.com/rest/projects/get-project.md) - [List Projects](https://docs.mindsdb.com/rest/projects/get-projects.md) - [Query](https://docs.mindsdb.com/rest/sql.md) - [Create a Table](https://docs.mindsdb.com/rest/tables/create-table.md) - [Delete From a Table](https://docs.mindsdb.com/rest/tables/delete.md) - [Remove a Table](https://docs.mindsdb.com/rest/tables/delete-table.md) - [Insert Into a Table](https://docs.mindsdb.com/rest/tables/insert.md) - [Get a Table](https://docs.mindsdb.com/rest/tables/list-table.md) - [List Tables](https://docs.mindsdb.com/rest/tables/list-tables.md) - [Update a Table](https://docs.mindsdb.com/rest/tables/update.md) - [Usage](https://docs.mindsdb.com/rest/usage.md) - [Create a View](https://docs.mindsdb.com/rest/views/create-view.md) - [Remove a View](https://docs.mindsdb.com/rest/views/delete-views.md) - [Get a View](https://docs.mindsdb.com/rest/views/list-view.md) - [List Views](https://docs.mindsdb.com/rest/views/list-views.md) - [Update a View](https://docs.mindsdb.com/rest/views/update-view.md) - [Get Batch Predictions](https://docs.mindsdb.com/sdks/javascript/batchQuery.md) - [Connect](https://docs.mindsdb.com/sdks/javascript/connect.md) - [Connect a Data Source](https://docs.mindsdb.com/sdks/javascript/create_database.md) - [Create a Job](https://docs.mindsdb.com/sdks/javascript/create_job.md) - [Configure an ML Engine](https://docs.mindsdb.com/sdks/javascript/create_ml_engine.md) - [Create, Train, and Deploy a Model](https://docs.mindsdb.com/sdks/javascript/create_model.md) - [Create a Project](https://docs.mindsdb.com/sdks/javascript/create_project.md) - [Create a Table](https://docs.mindsdb.com/sdks/javascript/create_table.md) - [Create a View](https://docs.mindsdb.com/sdks/javascript/create_view.md) - [Remove a File](https://docs.mindsdb.com/sdks/javascript/delete_file.md) - [Delete From a Table](https://docs.mindsdb.com/sdks/javascript/delete_from.md) - [Remove a Table](https://docs.mindsdb.com/sdks/javascript/delete_table.md) - [Describe a Model](https://docs.mindsdb.com/sdks/javascript/describe.md) - [Remove a Data Source](https://docs.mindsdb.com/sdks/javascript/drop_database.md) - [Remove a Job](https://docs.mindsdb.com/sdks/javascript/drop_job.md) - [Remove an ML Engine](https://docs.mindsdb.com/sdks/javascript/drop_ml_engine.md) - [Remove a Model](https://docs.mindsdb.com/sdks/javascript/drop_model.md) - [Remove a Project](https://docs.mindsdb.com/sdks/javascript/drop_project.md) - [Remove a View](https://docs.mindsdb.com/sdks/javascript/drop_view.md) - [Finetune a Model](https://docs.mindsdb.com/sdks/javascript/finetune.md) - [Get a Data Source](https://docs.mindsdb.com/sdks/javascript/get_database.md) - [Get Status of a Model](https://docs.mindsdb.com/sdks/javascript/get_status.md) - [Insert Into a Table](https://docs.mindsdb.com/sdks/javascript/insert_into_table.md) - [Installation](https://docs.mindsdb.com/sdks/javascript/installation.md) - [Join Tables On](https://docs.mindsdb.com/sdks/javascript/join_on.md) - [List Data Handlers](https://docs.mindsdb.com/sdks/javascript/list_data_handlers.md) - [List Data Sources](https://docs.mindsdb.com/sdks/javascript/list_databases.md) - [List ML Engines](https://docs.mindsdb.com/sdks/javascript/list_ml_engines.md) - [List ML Handlers](https://docs.mindsdb.com/sdks/javascript/list_ml_handlers.md) - [List Models](https://docs.mindsdb.com/sdks/javascript/list_models.md) - [List Projects](https://docs.mindsdb.com/sdks/javascript/list_projects.md) - [List Views](https://docs.mindsdb.com/sdks/javascript/list_views.md) - [Manage Model Versions](https://docs.mindsdb.com/sdks/javascript/manage-model-versions.md) - [Native Queries](https://docs.mindsdb.com/sdks/javascript/native_queries.md) - [Overview](https://docs.mindsdb.com/sdks/javascript/overview.md) - [Get a Single Prediction](https://docs.mindsdb.com/sdks/javascript/query.md) - [Query a File](https://docs.mindsdb.com/sdks/javascript/query_files.md) - [Query Jobs](https://docs.mindsdb.com/sdks/javascript/query_jobs.md) - [Query a Table](https://docs.mindsdb.com/sdks/javascript/query_table.md) - [Query a View](https://docs.mindsdb.com/sdks/javascript/query_view.md) - [Retrain a Model](https://docs.mindsdb.com/sdks/javascript/retrain.md) - [Update a Table](https://docs.mindsdb.com/sdks/javascript/update_table.md) - [Upload a File](https://docs.mindsdb.com/sdks/javascript/upload_file.md) - [MindsDB and MongoDB Compass](https://docs.mindsdb.com/sdks/mongo/connect/mongo-compass.md) - [MindsDB and MongoDB Shell](https://docs.mindsdb.com/sdks/mongo/connect/mongo-shell.md) - [Remove a Data Source](https://docs.mindsdb.com/sdks/mongo/databases/deleteOne.md) - [List Data Sources](https://docs.mindsdb.com/sdks/mongo/databases/find.md) - [Connect a Data Source](https://docs.mindsdb.com/sdks/mongo/databases/insertOne.md) - [List Data Handlers](https://docs.mindsdb.com/sdks/mongo/databases/list-data-handlers.md) - [Use a Data Source](https://docs.mindsdb.com/sdks/mongo/databases/use.md) - [Remove a Job](https://docs.mindsdb.com/sdks/mongo/jobs/deleteOne.md) - [Create a Job](https://docs.mindsdb.com/sdks/mongo/jobs/insertOne.md) - [Query Jobs](https://docs.mindsdb.com/sdks/mongo/jobs/query-jobs.md) - [MindsDB Mongo-QL](https://docs.mindsdb.com/sdks/mongo/mindsdb-mongo-ql-overview.md) - [Remove an ML Engine](https://docs.mindsdb.com/sdks/mongo/ml_engines/deleteOne.md) - [List ML Engines](https://docs.mindsdb.com/sdks/mongo/ml_engines/find.md) - [Configure an ML Engine](https://docs.mindsdb.com/sdks/mongo/ml_engines/insertOne.md) - [List Data Handlers](https://docs.mindsdb.com/sdks/mongo/ml_engines/list-ml-handlers.md) - [Remove a Model](https://docs.mindsdb.com/sdks/mongo/models/deleteOne.md) - [Describe a Model](https://docs.mindsdb.com/sdks/mongo/models/describe.md) - [List Models](https://docs.mindsdb.com/sdks/mongo/models/find.md) - [Finetune a Model](https://docs.mindsdb.com/sdks/mongo/models/finetune.md) - [Get Batch Predictions](https://docs.mindsdb.com/sdks/mongo/models/get-batch-predictions.md) - [Get a Single Prediction](https://docs.mindsdb.com/sdks/mongo/models/get-single-prediction.md) - [Create, Train, and Deploy a Model](https://docs.mindsdb.com/sdks/mongo/models/insertOne.md) - [Manage Model Versions](https://docs.mindsdb.com/sdks/mongo/models/manage-model-versions.md) - [Retrain a Model](https://docs.mindsdb.com/sdks/mongo/models/retrain.md) - [Remove a Project](https://docs.mindsdb.com/sdks/mongo/projects/deleteOne.md) - [Create a Project](https://docs.mindsdb.com/sdks/mongo/projects/insertOne.md) - [List Projects](https://docs.mindsdb.com/sdks/mongo/projects/list-projects.md) - [SDKs](https://docs.mindsdb.com/sdks/overview.md) - [AI Agents with LLMs and Skills](https://docs.mindsdb.com/sdks/python/agents.md) - [Knowledge Bases](https://docs.mindsdb.com/sdks/python/agents_knowledge_bases.md) - [AI Agents' Skills](https://docs.mindsdb.com/sdks/python/agents_skills.md) - [Connect](https://docs.mindsdb.com/sdks/python/connect.md) - [Connect a Data Source](https://docs.mindsdb.com/sdks/python/create_database.md) - [Create a Job](https://docs.mindsdb.com/sdks/python/create_job.md) - [Configure an ML Engine](https://docs.mindsdb.com/sdks/python/create_ml_engine.md) - [Create, Train, and Deploy a Model](https://docs.mindsdb.com/sdks/python/create_model.md) - [Create a Project](https://docs.mindsdb.com/sdks/python/create_project.md) - [Create a Table](https://docs.mindsdb.com/sdks/python/create_table.md) - [Create a View](https://docs.mindsdb.com/sdks/python/create_view.md) - [Remove a File](https://docs.mindsdb.com/sdks/python/delete_file.md) - [Delete From a Table](https://docs.mindsdb.com/sdks/python/delete_from.md) - [Remove a Table](https://docs.mindsdb.com/sdks/python/delete_table.md) - [Describe a Model](https://docs.mindsdb.com/sdks/python/describe.md) - [Remove a Data Source](https://docs.mindsdb.com/sdks/python/drop_database.md) - [Remove a Job](https://docs.mindsdb.com/sdks/python/drop_job.md) - [Remove an ML Engine](https://docs.mindsdb.com/sdks/python/drop_ml_engine.md) - [Remove a Model](https://docs.mindsdb.com/sdks/python/drop_model.md) - [Remove a Project](https://docs.mindsdb.com/sdks/python/drop_project.md) - [Remove a View](https://docs.mindsdb.com/sdks/python/drop_view.md) - [Finetune a Model](https://docs.mindsdb.com/sdks/python/finetune.md) - [Get Batch Predictions](https://docs.mindsdb.com/sdks/python/get-batch-predictions.md) - [Get a Single Prediction](https://docs.mindsdb.com/sdks/python/get-single-prediction.md) - [Get Job History](https://docs.mindsdb.com/sdks/python/get_history.md) - [Get Status of a Model](https://docs.mindsdb.com/sdks/python/get_status.md) - [Insert Into a Table](https://docs.mindsdb.com/sdks/python/insert_into_table.md) - [Installation](https://docs.mindsdb.com/sdks/python/installation.md) - [Join Tables On](https://docs.mindsdb.com/sdks/python/join_on.md) - [List Data Handlers](https://docs.mindsdb.com/sdks/python/list_data_handlers.md) - [List Data Sources](https://docs.mindsdb.com/sdks/python/list_databases.md) - [List Jobs](https://docs.mindsdb.com/sdks/python/list_jobs.md) - [List ML Engines](https://docs.mindsdb.com/sdks/python/list_ml_engines.md) - [List ML Handlers](https://docs.mindsdb.com/sdks/python/list_ml_handlers.md) - [List Models](https://docs.mindsdb.com/sdks/python/list_models.md) - [List Projects](https://docs.mindsdb.com/sdks/python/list_projects.md) - [List Views](https://docs.mindsdb.com/sdks/python/list_views.md) - [Manage Model Versions](https://docs.mindsdb.com/sdks/python/manage-model-versions.md) - [Native Queries](https://docs.mindsdb.com/sdks/python/native_queries.md) - [Overview](https://docs.mindsdb.com/sdks/python/overview.md) - [Query a File](https://docs.mindsdb.com/sdks/python/query_files.md) - [Query Projects](https://docs.mindsdb.com/sdks/python/query_projects.md) - [Query a Table](https://docs.mindsdb.com/sdks/python/query_table.md) - [Query a View](https://docs.mindsdb.com/sdks/python/query_view.md) - [Refresh a Job](https://docs.mindsdb.com/sdks/python/refresh_job.md) - [Refresh a Model](https://docs.mindsdb.com/sdks/python/refresh_model.md) - [Retrain a Model](https://docs.mindsdb.com/sdks/python/retrain.md) - [Update a Table](https://docs.mindsdb.com/sdks/python/update_table.md) - [Upload a File](https://docs.mindsdb.com/sdks/python/upload_file.md) - [MindsDB at AWS Marketplace](https://docs.mindsdb.com/setup/cloud/aws-marketplace.md) - [Extend the Default MindsDB Configuration](https://docs.mindsdb.com/setup/custom-config.md) - [Environment Variables](https://docs.mindsdb.com/setup/environment-vars.md) - [Docker for MindsDB](https://docs.mindsdb.com/setup/self-hosted/docker.md) - [Docker Desktop Extension for MindsDB](https://docs.mindsdb.com/setup/self-hosted/docker-desktop.md) - [Feature Engineering in MindsDB](https://docs.mindsdb.com/sql/feature-eng.md) - [Feature Importance of MindsDB and Lightwood](https://docs.mindsdb.com/sql/feature-importance.md) - [MindsDB Projects](https://docs.mindsdb.com/sql/project.md) - [MindsDB Schema](https://docs.mindsdb.com/sql/table-structure.md) - [Lightwood Embedding Model](https://docs.mindsdb.com/use-cases/ai-powered_data_retrieval/embedding-model.md) - [AI-Powered Data Retrieval](https://docs.mindsdb.com/use-cases/ai-powered_data_retrieval/overview.md) - [Recommender Models](https://docs.mindsdb.com/use-cases/ai-powered_data_retrieval/recommenders.md) - [Build an AI Agent with MindsDB](https://docs.mindsdb.com/use-cases/ai_agents/build_ai_agents.md) - [AI Agents](https://docs.mindsdb.com/use-cases/ai_agents/overview.md) - [Automate notifications about incoming customer reviews](https://docs.mindsdb.com/use-cases/ai_workflow_automation/customer-reviews-notifications.md) - [AI Workflow Automation](https://docs.mindsdb.com/use-cases/ai_workflow_automation/overview.md) - [Automate Real-Time Trading Data Forecasts](https://docs.mindsdb.com/use-cases/ai_workflow_automation/real-time-trading-forecasts.md) - [Build a Slack Chatbot with MindsDB and OpenAI](https://docs.mindsdb.com/use-cases/ai_workflow_automation/slack-chatbot.md) - [Build a Twilio Chatbot with MindsDB and OpenAI](https://docs.mindsdb.com/use-cases/ai_workflow_automation/twilio-chatbot.md) - [Building a Twitter Chatbot with MindsDB and OpenAI](https://docs.mindsdb.com/use-cases/ai_workflow_automation/twitter-chatbot.md) - [Fine-Tune the Mistral-7B Model](https://docs.mindsdb.com/use-cases/automated_finetuning/anyscale.md) - [Fine-Tune the Classification Model](https://docs.mindsdb.com/use-cases/automated_finetuning/classification.md) - [Fine-Tune the OpenAI Model](https://docs.mindsdb.com/use-cases/automated_finetuning/openai.md) - [Automated Fine-Tuning](https://docs.mindsdb.com/use-cases/automated_finetuning/overview.md) - [Fine-Tune the Regression Model](https://docs.mindsdb.com/use-cases/automated_finetuning/regression.md) - [Usage Examples of Hugging Face Models](https://docs.mindsdb.com/use-cases/data_enrichment/hugging-face-examples.md) - [Usage Examples of Hugging Face Models Through Inference API](https://docs.mindsdb.com/use-cases/data_enrichment/hugging-face-inference-api-examples.md) - [Generating Images with OpenAI](https://docs.mindsdb.com/use-cases/data_enrichment/image-generator.md) - [Extract JSON from Text](https://docs.mindsdb.com/use-cases/data_enrichment/json-from-text.md) - [Data Enrichment](https://docs.mindsdb.com/use-cases/data_enrichment/overview.md) - [Question Answering with MindsDB and OpenAI using MQL](https://docs.mindsdb.com/use-cases/data_enrichment/question-answering-inside-mongodb-with-openai.md) - [Question Answering with MindsDB and OpenAI using SQL](https://docs.mindsdb.com/use-cases/data_enrichment/question-answering-inside-mysql-with-openai.md) - [Sentiment Analysis with MindsDB and OpenAI using MQL](https://docs.mindsdb.com/use-cases/data_enrichment/sentiment-analysis-inside-mongodb-with-openai.md) - [Sentiment Analysis with MindsDB and OpenAI using SQL](https://docs.mindsdb.com/use-cases/data_enrichment/sentiment-analysis-inside-mysql-with-openai.md) - [Predict Text Sentiment with Hugging Face and MindsDB](https://docs.mindsdb.com/use-cases/data_enrichment/text-sentiment-hf.md) - [Text Summarization with MindsDB and OpenAI using MQL](https://docs.mindsdb.com/use-cases/data_enrichment/text-summarization-inside-mongodb-with-openai.md) - [Text Summarization with MindsDB and OpenAI using SQL](https://docs.mindsdb.com/use-cases/data_enrichment/text-summarization-inside-mysql-with-openai.md) - [Predict Customer Churn with MindsDB](https://docs.mindsdb.com/use-cases/in-database_ml/customer-churn.md) - [Predict Home Rental Prices with MindsDB](https://docs.mindsdb.com/use-cases/in-database_ml/home-rentals.md) - [In-Database Machine Learning](https://docs.mindsdb.com/use-cases/in-database_ml/overview.md) - [Usage with Cursor](https://docs.mindsdb.com/use-cases/mcp_api/cursor.md) - [Starting MindsDB's MCP API](https://docs.mindsdb.com/use-cases/mcp_api/mindsdb_mcp_server.md) - [MindsDB's MCP API](https://docs.mindsdb.com/use-cases/mcp_api/overview.md) - [Applications of MindsDB](https://docs.mindsdb.com/use-cases/overview.md) - [Forecasting Eye State from Electroencephalogram Readings with MindsDB](https://docs.mindsdb.com/use-cases/predictive_analytics/eeg-forecasting.md) - [Forecast Monthly Expenditures with Nixtla's StatsForecast and MindsDB](https://docs.mindsdb.com/use-cases/predictive_analytics/expenditures-statsforecast.md) - [Forecast Quarterly House Sales with MindsDB](https://docs.mindsdb.com/use-cases/predictive_analytics/house-sales-forecasting.md) - [Predictive Analytics](https://docs.mindsdb.com/use-cases/predictive_analytics/overview.md)