# Unstructured ## Docs - [Welcome to Unstructured!](https://unstructured-53-docs-245-multimodal.mintlify.site/welcome.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/overview.md) - [Supported file types](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/supported-file-types.md) - [Supported connectors](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/connectors.md) - [Unstructured UI quickstarts](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/quickstart.md) - [Unstructured UI walkthrough](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/walkthrough.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/overview.md) - [Dropbox source connector quickstart](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/dropbox-source-quickstart.md) - [Azure Blob Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/azure-blob-storage.md) - [Box](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/box.md) - [Confluence](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/confluence.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/databricks-volumes.md) - [Dropbox](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/dropbox.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/elasticsearch.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/google-cloud.md) - [Google Drive](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/google-drive.md) - [Jira](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/jira.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/kafka.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/mongodb.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/onedrive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/opensearch.md) - [Outlook](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/outlook.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/postgresql.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/s3.md) - [Salesforce](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/salesforce.md) - [SharePoint](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/sharepoint.md) - [Slack](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/slack.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/snowflake.md) - [Zendesk](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/sources/zendesk.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/overview.md) - [Pinecone destination connector quickstart](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/pinecone-destination-quickstart.md) - [Astra DB](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/astradb.md) - [Azure AI Search](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/azure-ai-search.md) - [Azure Blob Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/azure-blob-storage.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/databricks-volumes.md) - [Delta Tables in Amazon S3](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/delta-table.md) - [Delta Tables in Databricks](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/databricks-delta-table.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/elasticsearch.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/google-cloud.md) - [IBM watsonx.data](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/ibm-watsonxdata.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/kafka.md) - [Milvus](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/milvus.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/mongodb.md) - [MotherDuck](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/motherduck.md) - [Neo4j](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/neo4j.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/onedrive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/opensearch.md) - [Pinecone](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/pinecone.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/postgresql.md) - [Qdrant](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/qdrant.md) - [Redis](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/redis.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/s3.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/snowflake.md) - [Weaviate](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/destinations/weaviate.md) - [Workflows](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/workflows.md) - [Jobs](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/jobs.md) - [Accounts overview](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/overview.md) - [Account billing](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/billing.md) - [Account usage](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/usage.md) - [Account API keys and API URLs](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/api-key-url.md) - [Organizational accounts](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/organizations.md) - [Workspaces](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/workspaces.md) - [Role-based access control (RBAC)](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/account/roles.md) - [Document elements and metadata](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/document-elements.md) - [Partitioning](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/partitioning.md) - [Chunking](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/chunking.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/overview.md) - [Image descriptions](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/image-descriptions.md) - [Table descriptions](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/table-descriptions.md) - [Tables to HTML](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/table-to-html.md) - [Named entity recognition (NER)](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/ner.md) - [Generative OCR optimization](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/enriching/generative-ocr.md) - [Embedding](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/embedding.md) - [More examples](https://unstructured-53-docs-245-multimodal.mintlify.site/ui/examples.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/overview.md) - [Supported file types](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/supported-file-types.md) - [Unstructured API Quickstart - On-Demand Jobs](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/quickstart.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/overview.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/overview.md) - [Azure Blob Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/azure-blob-storage.md) - [Box](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/box.md) - [Confluence](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/confluence.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/databricks-volumes.md) - [Dropbox](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/dropbox.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/elasticsearch.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/google-cloud.md) - [Google Drive](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/google-drive.md) - [Jira](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/jira.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/kafka.md) - [Local](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/local.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/mongodb.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/onedrive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/opensearch.md) - [Outlook](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/outlook.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/postgresql.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/s3.md) - [Salesforce](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/salesforce.md) - [SharePoint](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/sharepoint.md) - [Slack](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/slack.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/snowflake.md) - [Zendesk](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/sources/zendesk.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/overview.md) - [Astra DB](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/astradb.md) - [Azure AI Search](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/azure-ai-search.md) - [Azure Blob Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/azure-blob-storage.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/databricks-volumes.md) - [Delta Tables in Amazon S3](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/delta-table.md) - [Delta Tables in Databricks](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/databricks-delta-table.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/elasticsearch.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/google-cloud.md) - [IBM watsonx.data](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/ibm-watsonxdata.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/kafka.md) - [Local](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/local.md) - [Milvus](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/milvus.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/mongodb.md) - [MotherDuck](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/motherduck.md) - [Neo4j](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/neo4j.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/onedrive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/opensearch.md) - [Pinecone](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/pinecone.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/postgresql.md) - [Qdrant](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/qdrant.md) - [Redis](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/redis.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/s3.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/snowflake.md) - [Weaviate](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/destinations/weaviate.md) - [Workflows](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/workflows.md) - [Jobs](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/jobs.md) - [Retries](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/retries.md) - [Errors](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/errors.md) - [Migration](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflow/migration.md) - [List destination connectors](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/list-destination-connectors.md): Retrieve a list of available destination connectors. - [Create destination connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/create-destination-connector.md): Create a new destination connector using the provided configuration and name. - [Get destination connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/get-destination-connector.md): Retrieve detailed information for a specific destination connector by its ID. - [Update destination connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/update-destination-connector.md): Update the configuration of an existing destination connector. - [Delete destination connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/delete-destination-connector.md): Delete a specific destination connector by its ID. - [Get the latest destination connector connection check](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/get-the-latest-destination-connector-connection-check.md): Retrieves the most recent connection check for the specified destination connector. - [Create destination connection check](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/destinations/create-destination-connection-check.md): Initiate a connection check for the destination connector - [List available source connectors](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/list-available-source-connectors.md): Retrieve a list of available source connectors. - [Create source connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/create-source-connector.md): Create a new source connector using the provided configuration and name. - [Get source connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/get-source-connector.md): Retrieve detailed information for a specific source connector by its ID. - [Update source connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/update-source-connector.md): Update the configuration of an existing source connector. - [Delete source connector](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/delete-source-connector.md): Delete a specific source connector identified by its ID. - [Get the latest source connector connection check](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/get-the-latest-source-connector-connection-check.md): Retrieves the most recent connection check for the specified source connector. - [Create source connection check](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/sources/create-source-connection-check.md): Initiates a connection check for the specified source connector. - [List Jobs](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/list-jobs.md): Retrieve a list of jobs with optional filtering by workflow ID or job status. - [Create Job](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/create-job.md): Create a new on-demand job using either a template (with persistent job optimization) or custom DAG. - [Get Job](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/get-job.md): Retrieve detailed information for a specific job by its ID. - [Cancel Job](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/cancel-job.md): Cancel the specified job. - [Download Job output](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/download-job-output.md): Download the output of a job from a workflow where the input file was provided at runtime. - [Get Job processing details](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/get-job-processing-details.md): Retrieve processing details for a specific job by its ID. - [Get Job Failed Files](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/jobs/get-job-failed-files.md): Retrieve failed files for a specific job by its ID. - [List Templates](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/templates/list-templates.md): Retrieve a list of available templates with their metadata. - [Get Template](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/templates/get-template.md): Retrieve detailed information and DAG for a specific template. - [List Workflows](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/list-workflows.md): Retrieve a list of workflows, optionally filtered by source, destination, state, name, date range, and supports pagination and sorting. - [Create Workflow](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/create-workflow.md): Create a new workflow, either custom or auto, and configure its settings. - [Get Workflow](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/get-workflow.md): Retrieve detailed information for a specific workflow by its ID. - [Update Workflow](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/update-workflow.md): Update an existing workflow's name, connectors, schedule, or workflow type. - [Delete Workflow](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/delete-workflow.md): Delete a workflow by its ID. - [Run Workflow](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/workflows/run-workflow.md): Run a workflow by triggering a new job if none is currently active. - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/overview.md) - [Unstructured API on AWS](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/aws.md): Follow these steps to deploy the Unstructured API service into your AWS account. - [Unstructured API on Azure](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/azure.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/overview.md) - [Unstructured API Quickstart](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/quickstart.md) - [Process an individual file by making a direct POST request](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/post-requests.md) - [Python SDK](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/sdk-python.md) - [JavaScript/TypeScript SDK](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/sdk-jsts.md) - [Partition Endpoint parameters](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/api-parameters.md) - [Endpoint errors](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/api-validation-errors.md) - [Examples](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/examples.md): This page provides some examples of accessing Unstructured Partition Endpoint via different methods. - [Document elements and metadata](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/document-elements.md) - [Partitioning strategies](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/partitioning.md) - [Chunking strategies](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/chunking.md) - [Speed up processing of large files and batches](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/speed-up-large-files-batches.md) - [Get element contents](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/get-elements.md) - [Extract tables as HTML](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/text-as-html.md) - [Extract images and tables from documents](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/extract-image-block-types.md) - [Get chunked elements](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/get-chunked-elements.md) - [Transform a JSON file into a different schema](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/transform-schemas.md) - [Generate a JSON schema for a file](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/legacy-api/partition/generate-schema.md) - [Summary](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/general/summary.md): Description - [Troubleshooting Unstructured API keys and URLs](https://unstructured-53-docs-245-multimodal.mintlify.site/api-reference/troubleshooting/api-key-url.md) - [Notebooks](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/notebooks.md): Notebooks contain complete working sample code for end-to-end solutions. - [Vector database ingestion](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/oss/vector-database.md) - [Delta Table source connector](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/oss/table-source-connector.md) - [Multi-file API processing](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/oss/multi-files-api-processing.md) - [Table extraction from PDF](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/apioss/table-extraction-from-pdf.md): This section describes two methods for extracting tables from PDF files. - [Query processed PDF with HuggingChat](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/api/huggingchat.md) - [Historical research about Dr. Martin Luther King, Jr.](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/codesamples/api/mlk-research.md) - [Working with Unstructured JSON output](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/json-tools.md) - [Amazon S3 event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/s3-events.md) - [Azure Blob Storage event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/azure-storage-events.md) - [Databricks Volumes event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/databricks-volumes-events.md) - [Google Cloud Storage event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/gcs-events.md) - [Google Drive event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/google-drive-events.md) - [OneDrive event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/onedrive-events.md) - [SharePoint event triggers](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/sharepoint-events.md) - [Amazon S3 Vectors](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/s3-vectors.md) - [PII detection](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/pii.md) - [Query JSON with jq](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/jq.md) - [Firecrawl](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/firecrawl.md) - [Langflow](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/langflow.md) - [VectorShift](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/vectorshift.md) - [Model Context Protocol (MCP) Hands-On Walkthrough for the Unstructured API's workflow operations](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/mcp.md) - [Model Context Protocol (MCP) Hands-On Walkthrough for the Unstructured Partition Endpoint](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/mcp-partition.md) - [Streamlit in Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/snowflake-streamlit.md) - [CrewAI](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/crewai.md) - [Chatbot with Neo4j](https://unstructured-53-docs-245-multimodal.mintlify.site/examplecode/tools/neo4j-chatbot.md) - [Unstructured Business](https://unstructured-53-docs-245-multimodal.mintlify.site/business/overview.md) - [Security and compliance overview](https://unstructured-53-docs-245-multimodal.mintlify.site/business/security-compliance/overview.md) - [Unstructured Business on Amazon Web Services (AWS) - overview](https://unstructured-53-docs-245-multimodal.mintlify.site/business/aws/overview.md) - [Unstructured Business dedicated instance on Amazon Web Services (AWS) with PrivateLink - onboarding](https://unstructured-53-docs-245-multimodal.mintlify.site/business/aws/dedicated-instance-privatelink.md) - [Unstructured Business in-VPC on Amazon Web Services (AWS) - onboarding checklist](https://unstructured-53-docs-245-multimodal.mintlify.site/business/aws/onboard.md) - [Unstructured Business in-VPC on Azure - overview](https://unstructured-53-docs-245-multimodal.mintlify.site/business/azure/overview.md) - [Unstructured Business in-VPC on Azure - onboarding checklist](https://unstructured-53-docs-245-multimodal.mintlify.site/business/azure/onboard.md) - [Unstructured Business in-VPC on Google Cloud Platform (GCP) - overview](https://unstructured-53-docs-245-multimodal.mintlify.site/business/gcp/overview.md) - [Unstructured Business in-VPC on Google Cloud Platform (GCP) - onboarding checklist](https://unstructured-53-docs-245-multimodal.mintlify.site/business/gcp/onboard.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/introduction/overview.md) - [Supported file types](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/introduction/supported-file-types.md) - [Quickstart](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/introduction/quick-start.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/installation/overview.md): Unstructured open source library offers flexible options for installation. - [Full installation](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/installation/full-installation.md) - [Docker installation](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/installation/docker-installation.md) - [Core Functionality](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/overview.md): The `unstructured` library includes functions to partition, chunk, clean, and stage raw source documents. These functions serve as the primary public interfaces within the library. - [Partitioning](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/partitioning.md): Partitioning functions in `unstructured` allow users to extract structured content from a raw unstructured document. These functions break a document down into elements such as `Title`, `NarrativeText`, and `ListItem`, enabling users to decide what content they’d like to keep for their particular ap… - [Cleaning](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/cleaning.md): As part of data preparation for an NLP model, it’s common to need to clean up your data prior to passing it into the model. If there’s unwanted content in your output, for example, it could impact the quality of your NLP model. To help with this, the `unstructured` library includes cleaning function… - [Extracting](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/extracting.md) - [Staging](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/staging.md) - [Chunking](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/chunking.md): Chunking functions in `unstructured` use metadata and document elements detected with `partition` functions to post-process elements into more useful "chunks" for uses cases such as retrieval-augmented generation (RAG). - [Embedding](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/core-functionality/embedding.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/overview.md) - [Supported file types](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/supported-file-types.md) - [Process files in batches by using the Unstructured Ingest CLI](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-cli.md) - [Process files in batches by using the Unstructured Ingest Python library](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/python-ingest.md) - [Ingest dependencies](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-dependencies.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-configuration/overview.md) - [Processor configuration](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-configuration/processor-configuration.md) - [Partition configuration](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-configuration/partition-configuration.md) - [Chunking configuration](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-configuration/chunking-configuration.md) - [Embedding configuration](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/ingest-configuration/embedding-configuration.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/overview.md) - [Airtable](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/airtable.md) - [Astra DB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/astradb.md) - [Azure](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/azure.md) - [Box](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/box.md) - [Confluence](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/confluence.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/databricks-volumes.md) - [Delta Table](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/delta-table.md) - [Discord](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/discord.md) - [Dropbox](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/dropbox.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/elastic-search.md) - [GitHub](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/github.md) - [GitLab](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/gitlab.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/google-cloud-storage.md) - [Google Drive](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/google-drive.md) - [Jira](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/jira.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/kafka.md) - [Local](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/local.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/mongodb.md) - [Notion](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/notion.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/one-drive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/opensearch.md) - [Outlook](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/outlook.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/postgresql.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/s3.md) - [Salesforce](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/salesforce.md) - [SFTP](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/sftp.md) - [SharePoint](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/sharepoint.md) - [SingleStore](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/singlestore.md) - [Slack](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/slack.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/snowflake.md) - [SQLite](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/sqlite.md) - [Zendesk](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/source-connectors/zendesk.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/overview.md) - [Astra DB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/astradb.md) - [Azure](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/azure.md) - [Azure AI Search](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/azure-ai-search.md) - [Box](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/box.md) - [Chroma](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/chroma.md) - [Couchbase](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/couchbase.md) - [Databricks Volumes](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/databricks-volumes.md) - [Delta Tables in Amazon S3](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/delta-table.md) - [Delta Tables in Databricks](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/databricks-delta-table.md) - [Dropbox](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/dropbox.md) - [DuckDB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/duckdb.md) - [Elasticsearch](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/elasticsearch.md) - [Google Cloud Storage](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/google-cloud-service.md) - [IBM watsonx.data](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/ibm-watsonxdata.md) - [Kafka](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/kafka.md) - [KDB.AI](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/kdbai.md) - [LanceDB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/lancedb.md) - [Local](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/local.md) - [Milvus](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/milvus.md) - [MongoDB](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/mongodb.md) - [MotherDuck](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/motherduck.md) - [Neo4j](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/neo4j.md) - [OneDrive](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/onedrive.md) - [OpenSearch](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/opensearch.md) - [Pinecone](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/pinecone.md) - [PostgreSQL](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/postgresql.md) - [Qdrant](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/qdrant.md) - [Redis](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/redis.md) - [S3](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/s3.md) - [SFTP](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/sftp.md) - [SingleStore](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/singlestore.md) - [Snowflake](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/snowflake.md) - [SQLite](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/sqlite.md) - [Vectara](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/vectara.md) - [Weaviate](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/ingestion/destination-connectors/weaviate.md) - [Examples](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/examples.md): This page provides some examples of accessing Unstructured by using the Unstructured Ingest CLI and the Unstructured Ingest Python library. - [Speed up processing of large files and batches](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/speed-up-large-files-batches.md) - [Get element contents](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/get-elements.md) - [Process a subset of files](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/filter-files.md) - [Set embedding behavior](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/embedding.md) - [Extract tables as HTML](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/text-as-html.md) - [Extract images and tables from documents](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/extract-image-block-types.md) - [Get chunked elements](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/get-chunked-elements.md) - [Set the OCR agent](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/how-to/set-ocr-agent.md) - [Chunking](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/best-practices/chunking.md) - [Embedding](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/best-practices/embedding.md) - [Document elements and metadata](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/concepts/document-elements.md) - [Models](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/concepts/models.md): Depending on your need, `Unstructured` provides OCR-based and Transformer-based models to detect elements in the documents. The models are useful to detect the complex layout in the documents and predict the element types. - [Partitioning strategies](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/concepts/partitioning-strategies.md) - [Integrations](https://unstructured-53-docs-245-multimodal.mintlify.site/open-source/integrations.md): Integrate your model development pipeline with your favorite machine learning frameworks and libraries, and prepare your data for ingestion into downstream systems. Most of our integrations come in the form of [staging functions](/open-source/core-functionality/staging), which take a list of `Elemen… - [Requesting support](https://unstructured-53-docs-245-multimodal.mintlify.site/support/request.md) - [Shared Responsibility Model](https://unstructured-53-docs-245-multimodal.mintlify.site/support/shared-responsibility.md) - [Check service status](https://unstructured-53-docs-245-multimodal.mintlify.site/support/status.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/support/how-to/overview.md) - [Delete or export personal data stored by Unstructured](https://unstructured-53-docs-245-multimodal.mintlify.site/support/how-to/data-privacy.md) - [Raise an invoice issue or request a refund](https://unstructured-53-docs-245-multimodal.mintlify.site/support/how-to/invoice-issue.md) - [Overview](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/overview.md) - [Authorization and permissions issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/authorization-permissions.md) - [Configuration and resource issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/configuration-resource.md) - [Quota, billing, and rate limiting issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/quota-billing-rate-limiting.md) - [Network, connection, and timeout issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/network-connection-timeout.md) - [Data format, schema, and validation issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/data-format-schema-validation.md) - [Document processing issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/document-processing.md) - [Internal issues](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/internal-file-handling.md) - [Google Drive source connectors cannot be created by using the API](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/api-connector-secrets.md) - [S3 destination connector - Unable to locate credentials](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/cannot-locate-credentials.md) - [Get authenticated user error](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/get-authenticated-user-error.md) - [Workflow already has a job scheduled or in progress](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/workflow-job-in-progress.md) - [The Fast strategy is not available for image files](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/no-fast-partitioning-for-images.md) - [Google Drive schema validation failure](https://unstructured-53-docs-245-multimodal.mintlify.site/support/issues/google-drive-schema-validation.md) - [Frequently asked questions](https://unstructured-53-docs-245-multimodal.mintlify.site/faq/faq.md) ## OpenAPI Specs - [openapi](https://platform.unstructuredapp.io/openapi.json) ## Optional - [Account support (e-mail)](mailto:support@unstructured.io) - [Open source support (Slack)](https://short.unstructured.io/pzw05l7) - [Service status](https://unstructuredio.trust.pagerduty.com/posts/dashboard) - [Feedback](https://docs.google.com/forms/d/e/1FAIpQLSciKwrJD4m_9ObcTveWMb9yK63FWd7gLxIknovc3kLw_0qUrg/viewform?usp=sf_link) - [Blog](https://unstructured.io/blog) - [Product info](https://unstructured.io/) - [Trust portal](https://trust.unstructured.io/) - [Contact Sales (e-mail)](mailto:sales@unstructured.io) - [Meta-prompt (titles)](https://docs.unstructured.io/llms.txt) - [Meta-prompt (full)](https://docs.unstructured.io/llms-full.txt)