# Unstructured ## Docs - [Create destination connection check](https://docs.unstructured.io/api-reference/destinations/create-destination-connection-check.md): Initiate a connection check for the destination connector - [Create destination connector](https://docs.unstructured.io/api-reference/destinations/create-destination-connector.md): Create a new destination connector using the provided configuration and name. - [Delete destination connector](https://docs.unstructured.io/api-reference/destinations/delete-destination-connector.md): Delete a specific destination connector by its ID. - [Get destination connector](https://docs.unstructured.io/api-reference/destinations/get-destination-connector.md): Retrieve detailed information for a specific destination connector by its ID. - [Get the latest destination connector connection check](https://docs.unstructured.io/api-reference/destinations/get-the-latest-destination-connector-connection-check.md): Retrieves the most recent connection check for the specified destination connector. - [List destination connectors](https://docs.unstructured.io/api-reference/destinations/list-destination-connectors.md): Retrieve a list of available destination connectors. - [Update destination connector](https://docs.unstructured.io/api-reference/destinations/update-destination-connector.md): Update the configuration of an existing destination connector. - [Summary](https://docs.unstructured.io/api-reference/general/summary.md): Description - [Cancel Job](https://docs.unstructured.io/api-reference/jobs/cancel-job.md): Cancel the specified job. - [Download Job output](https://docs.unstructured.io/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](https://docs.unstructured.io/api-reference/jobs/get-job.md): Retrieve detailed information for a specific job by its ID. - [Get Job Failed Files](https://docs.unstructured.io/api-reference/jobs/get-job-failed-files.md): Retrieve failed files for a specific job by its ID. - [Get Job processing details](https://docs.unstructured.io/api-reference/jobs/get-job-processing-details.md): Retrieve processing details for a specific job by its ID. - [List Jobs](https://docs.unstructured.io/api-reference/jobs/list-jobs.md): Retrieve a list of jobs with optional filtering by workflow ID or job status. - [Unstructured API on AWS](https://docs.unstructured.io/api-reference/legacy-api/aws.md): Follow these steps to deploy the Unstructured API service into your AWS account. - [Unstructured API on Azure](https://docs.unstructured.io/api-reference/legacy-api/azure.md) - [Overview](https://docs.unstructured.io/api-reference/legacy-api/overview.md) - [Overview](https://docs.unstructured.io/api-reference/overview.md) - [Partition Endpoint parameters](https://docs.unstructured.io/api-reference/partition/api-parameters.md) - [Endpoint validation errors](https://docs.unstructured.io/api-reference/partition/api-validation-errors.md): This section details the structure of HTTP validation errors returned by the Unstructured Partition Endpoint. - [Chunking strategies](https://docs.unstructured.io/api-reference/partition/chunking.md) - [Document elements and metadata](https://docs.unstructured.io/api-reference/partition/document-elements.md) - [Examples](https://docs.unstructured.io/api-reference/partition/examples.md): This page provides some examples of accessing Unstructured Partition Endpoint via different methods. - [Extract images and tables from documents](https://docs.unstructured.io/api-reference/partition/extract-image-block-types.md) - [Generate a JSON schema for a file](https://docs.unstructured.io/api-reference/partition/generate-schema.md) - [Get chunked elements](https://docs.unstructured.io/api-reference/partition/get-chunked-elements.md) - [Get element contents](https://docs.unstructured.io/api-reference/partition/get-elements.md) - [Overview](https://docs.unstructured.io/api-reference/partition/overview.md) - [Partitioning strategies](https://docs.unstructured.io/api-reference/partition/partitioning.md) - [Process an individual file by making a direct POST request](https://docs.unstructured.io/api-reference/partition/post-requests.md) - [JavaScript/TypeScript SDK](https://docs.unstructured.io/api-reference/partition/sdk-jsts.md) - [Python SDK](https://docs.unstructured.io/api-reference/partition/sdk-python.md) - [Speed up processing of large files and batches](https://docs.unstructured.io/api-reference/partition/speed-up-large-files-batches.md) - [Extract tables as HTML](https://docs.unstructured.io/api-reference/partition/text-as-html.md) - [Transform a JSON file into a different schema](https://docs.unstructured.io/api-reference/partition/transform-schemas.md) - [Create source connection check](https://docs.unstructured.io/api-reference/sources/create-source-connection-check.md): Initiates a connection check for the specified source connector. - [Create source connector](https://docs.unstructured.io/api-reference/sources/create-source-connector.md): Create a new source connector using the provided configuration and name. - [Delete source connector](https://docs.unstructured.io/api-reference/sources/delete-source-connector.md): Delete a specific source connector identified by its ID. - [Get source connector](https://docs.unstructured.io/api-reference/sources/get-source-connector.md): Retrieve detailed information for a specific source connector by its ID. - [Get the latest source connector connection check](https://docs.unstructured.io/api-reference/sources/get-the-latest-source-connector-connection-check.md): Retrieves the most recent connection check for the specified source connector. - [List available source connectors](https://docs.unstructured.io/api-reference/sources/list-available-source-connectors.md): Retrieve a list of available source connectors. - [Update source connector](https://docs.unstructured.io/api-reference/sources/update-source-connector.md): Update the configuration of an existing source connector. - [Supported file types](https://docs.unstructured.io/api-reference/supported-file-types.md) - [Troubleshooting Unstructured API keys and URLs](https://docs.unstructured.io/api-reference/troubleshooting/api-key-url.md) - [Retrieve PEM Key](https://docs.unstructured.io/api-reference/users/retrieve-pem-key.md): Given a UNSTRUCTURED_API_KEY in the post-payload, retrieve the associated PEM key - [Store an encrypted secret](https://docs.unstructured.io/api-reference/users/store-an-encrypted-secret.md): After encrypting a secret locally, store it and get back a reference id. - [Astra DB](https://docs.unstructured.io/api-reference/workflow/destinations/astradb.md) - [Azure AI Search](https://docs.unstructured.io/api-reference/workflow/destinations/azure-ai-search.md) - [Couchbase](https://docs.unstructured.io/api-reference/workflow/destinations/couchbase.md) - [Delta Tables in Databricks](https://docs.unstructured.io/api-reference/workflow/destinations/databricks-delta-table.md) - [Databricks Volumes](https://docs.unstructured.io/api-reference/workflow/destinations/databricks-volumes.md) - [Delta Tables in Amazon S3](https://docs.unstructured.io/api-reference/workflow/destinations/delta-table.md) - [Elasticsearch](https://docs.unstructured.io/api-reference/workflow/destinations/elasticsearch.md) - [Google Cloud Storage](https://docs.unstructured.io/api-reference/workflow/destinations/google-cloud.md) - [IBM watsonx.data](https://docs.unstructured.io/api-reference/workflow/destinations/ibm-watsonxdata.md) - [Kafka](https://docs.unstructured.io/api-reference/workflow/destinations/kafka.md) - [Local](https://docs.unstructured.io/api-reference/workflow/destinations/local.md) - [Milvus](https://docs.unstructured.io/api-reference/workflow/destinations/milvus.md) - [MongoDB](https://docs.unstructured.io/api-reference/workflow/destinations/mongodb.md) - [MotherDuck](https://docs.unstructured.io/api-reference/workflow/destinations/motherduck.md) - [Neo4j](https://docs.unstructured.io/api-reference/workflow/destinations/neo4j.md) - [OneDrive](https://docs.unstructured.io/api-reference/workflow/destinations/onedrive.md) - [Overview](https://docs.unstructured.io/api-reference/workflow/destinations/overview.md) - [Pinecone](https://docs.unstructured.io/api-reference/workflow/destinations/pinecone.md) - [PostgreSQL](https://docs.unstructured.io/api-reference/workflow/destinations/postgresql.md) - [Qdrant](https://docs.unstructured.io/api-reference/workflow/destinations/qdrant.md) - [Redis](https://docs.unstructured.io/api-reference/workflow/destinations/redis.md) - [S3](https://docs.unstructured.io/api-reference/workflow/destinations/s3.md) - [Snowflake](https://docs.unstructured.io/api-reference/workflow/destinations/snowflake.md) - [Weaviate](https://docs.unstructured.io/api-reference/workflow/destinations/weaviate.md) - [Jobs](https://docs.unstructured.io/api-reference/workflow/jobs.md) - [Overview](https://docs.unstructured.io/api-reference/workflow/overview.md) - [Azure](https://docs.unstructured.io/api-reference/workflow/sources/azure-blob-storage.md) - [Box](https://docs.unstructured.io/api-reference/workflow/sources/box.md) - [Confluence](https://docs.unstructured.io/api-reference/workflow/sources/confluence.md) - [Couchbase](https://docs.unstructured.io/api-reference/workflow/sources/couchbase.md) - [Databricks Volumes](https://docs.unstructured.io/api-reference/workflow/sources/databricks-volumes.md) - [Dropbox](https://docs.unstructured.io/api-reference/workflow/sources/dropbox.md) - [Elasticsearch](https://docs.unstructured.io/api-reference/workflow/sources/elasticsearch.md) - [Google Cloud Storage](https://docs.unstructured.io/api-reference/workflow/sources/google-cloud.md) - [Google Drive](https://docs.unstructured.io/api-reference/workflow/sources/google-drive.md) - [Jira](https://docs.unstructured.io/api-reference/workflow/sources/jira.md) - [Kafka](https://docs.unstructured.io/api-reference/workflow/sources/kafka.md) - [Local](https://docs.unstructured.io/api-reference/workflow/sources/local.md) - [MongoDB](https://docs.unstructured.io/api-reference/workflow/sources/mongodb.md) - [OneDrive](https://docs.unstructured.io/api-reference/workflow/sources/onedrive.md) - [Outlook](https://docs.unstructured.io/api-reference/workflow/sources/outlook.md) - [Overview](https://docs.unstructured.io/api-reference/workflow/sources/overview.md) - [PostgreSQL](https://docs.unstructured.io/api-reference/workflow/sources/postgresql.md) - [S3](https://docs.unstructured.io/api-reference/workflow/sources/s3.md) - [Salesforce](https://docs.unstructured.io/api-reference/workflow/sources/salesforce.md) - [SharePoint](https://docs.unstructured.io/api-reference/workflow/sources/sharepoint.md) - [Slack](https://docs.unstructured.io/api-reference/workflow/sources/slack.md) - [Snowflake](https://docs.unstructured.io/api-reference/workflow/sources/snowflake.md) - [Zendesk](https://docs.unstructured.io/api-reference/workflow/sources/zendesk.md) - [Workflows](https://docs.unstructured.io/api-reference/workflow/workflows.md) - [Create Workflow](https://docs.unstructured.io/api-reference/workflows/create-workflow.md): Create a new workflow, either custom or auto, and configure its settings. - [Delete Workflow](https://docs.unstructured.io/api-reference/workflows/delete-workflow.md): Delete a workflow by its ID. - [Get Workflow](https://docs.unstructured.io/api-reference/workflows/get-workflow.md): Retrieve detailed information for a specific workflow by its ID. - [List Workflows](https://docs.unstructured.io/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. - [Run Workflow](https://docs.unstructured.io/api-reference/workflows/run-workflow.md): Run a workflow by triggering a new job if none is currently active. - [Update Workflow](https://docs.unstructured.io/api-reference/workflows/update-workflow.md): Update an existing workflow's name, connectors, schedule, or workflow type. - [Query processed PDF with HuggingChat](https://docs.unstructured.io/examplecode/codesamples/api/huggingchat.md) - [Table extraction from PDF](https://docs.unstructured.io/examplecode/codesamples/apioss/table-extraction-from-pdf.md): This section describes two methods for extracting tables from PDF files. - [Multi-file API processing](https://docs.unstructured.io/examplecode/codesamples/oss/multi-files-api-processing.md) - [Delta Table source connector](https://docs.unstructured.io/examplecode/codesamples/oss/table-source-connector.md) - [Vector database ingestion](https://docs.unstructured.io/examplecode/codesamples/oss/vector-database.md) - [Notebooks](https://docs.unstructured.io/examplecode/notebooks.md): Notebooks contain complete working sample code for end-to-end solutions. - [CrewAI](https://docs.unstructured.io/examplecode/tools/crewai.md) - [Firecrawl](https://docs.unstructured.io/examplecode/tools/firecrawl.md) - [Query JSON with jq](https://docs.unstructured.io/examplecode/tools/jq.md) - [Langflow](https://docs.unstructured.io/examplecode/tools/langflow.md) - [Model Context Protocol (MCP) Hands-On Walkthrough for the Unstructured Workflow Endpoint](https://docs.unstructured.io/examplecode/tools/mcp.md) - [Model Context Protocol (MCP) Hands-On Walkthrough for the Unstructured Partition Endpoint](https://docs.unstructured.io/examplecode/tools/mcp-partition.md) - [Streamlit in Snowflake](https://docs.unstructured.io/examplecode/tools/snowflake-streamlit.md) - [VectorShift](https://docs.unstructured.io/examplecode/tools/vectorshift.md) - [Frequently asked questions](https://docs.unstructured.io/faq/faq.md) - [Chunking](https://docs.unstructured.io/open-source/best-practices/chunking.md) - [Embedding](https://docs.unstructured.io/open-source/best-practices/embedding.md) - [Document elements and metadata](https://docs.unstructured.io/open-source/concepts/document-elements.md) - [Models](https://docs.unstructured.io/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://docs.unstructured.io/open-source/concepts/partitioning-strategies.md) - [Chunking](https://docs.unstructured.io/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). - [Cleaning](https://docs.unstructured.io/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 functions to help users sanitize output before sending it to downstream applications. - [Embedding](https://docs.unstructured.io/open-source/core-functionality/embedding.md) - [Extracting](https://docs.unstructured.io/open-source/core-functionality/extracting.md) - [Core Functionality](https://docs.unstructured.io/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://docs.unstructured.io/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 application. If you’re training a summarization model, for example, you may only be interested in `NarrativeText`. - [Staging](https://docs.unstructured.io/open-source/core-functionality/staging.md) - [Set embedding behavior](https://docs.unstructured.io/open-source/how-to/embedding.md) - [Examples](https://docs.unstructured.io/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. - [Extract images and tables from documents](https://docs.unstructured.io/open-source/how-to/extract-image-block-types.md) - [Process a subset of files](https://docs.unstructured.io/open-source/how-to/filter-files.md) - [Get chunked elements](https://docs.unstructured.io/open-source/how-to/get-chunked-elements.md) - [Get element contents](https://docs.unstructured.io/open-source/how-to/get-elements.md) - [Set the OCR agent](https://docs.unstructured.io/open-source/how-to/set-ocr-agent.md) - [Speed up processing of large files and batches](https://docs.unstructured.io/open-source/how-to/speed-up-large-files-batches.md) - [Extract tables as HTML](https://docs.unstructured.io/open-source/how-to/text-as-html.md) - [Astra DB](https://docs.unstructured.io/open-source/ingestion/destination-connectors/astradb.md) - [Azure](https://docs.unstructured.io/open-source/ingestion/destination-connectors/azure.md) - [Azure AI Search](https://docs.unstructured.io/open-source/ingestion/destination-connectors/azure-ai-search.md) - [Box](https://docs.unstructured.io/open-source/ingestion/destination-connectors/box.md) - [Chroma](https://docs.unstructured.io/open-source/ingestion/destination-connectors/chroma.md) - [Couchbase](https://docs.unstructured.io/open-source/ingestion/destination-connectors/couchbase.md) - [Delta Tables in Databricks](https://docs.unstructured.io/open-source/ingestion/destination-connectors/databricks-delta-table.md) - [Databricks Volumes](https://docs.unstructured.io/open-source/ingestion/destination-connectors/databricks-volumes.md) - [Delta Tables in Amazon S3](https://docs.unstructured.io/open-source/ingestion/destination-connectors/delta-table.md) - [Dropbox](https://docs.unstructured.io/open-source/ingestion/destination-connectors/dropbox.md) - [DuckDB](https://docs.unstructured.io/open-source/ingestion/destination-connectors/duckdb.md) - [Elasticsearch](https://docs.unstructured.io/open-source/ingestion/destination-connectors/elasticsearch.md) - [Google Cloud Storage](https://docs.unstructured.io/open-source/ingestion/destination-connectors/google-cloud-service.md) - [IBM watsonx.data](https://docs.unstructured.io/open-source/ingestion/destination-connectors/ibm-watsonxdata.md) - [Kafka](https://docs.unstructured.io/open-source/ingestion/destination-connectors/kafka.md) - [KDB.AI](https://docs.unstructured.io/open-source/ingestion/destination-connectors/kdbai.md) - [LanceDB](https://docs.unstructured.io/open-source/ingestion/destination-connectors/lancedb.md) - [Local](https://docs.unstructured.io/open-source/ingestion/destination-connectors/local.md) - [Milvus](https://docs.unstructured.io/open-source/ingestion/destination-connectors/milvus.md) - [MongoDB](https://docs.unstructured.io/open-source/ingestion/destination-connectors/mongodb.md) - [MotherDuck](https://docs.unstructured.io/open-source/ingestion/destination-connectors/motherduck.md) - [Neo4j](https://docs.unstructured.io/open-source/ingestion/destination-connectors/neo4j.md) - [OneDrive](https://docs.unstructured.io/open-source/ingestion/destination-connectors/onedrive.md) - [OpenSearch](https://docs.unstructured.io/open-source/ingestion/destination-connectors/opensearch.md) - [Overview](https://docs.unstructured.io/open-source/ingestion/destination-connectors/overview.md) - [Pinecone](https://docs.unstructured.io/open-source/ingestion/destination-connectors/pinecone.md) - [PostgreSQL](https://docs.unstructured.io/open-source/ingestion/destination-connectors/postgresql.md) - [Qdrant](https://docs.unstructured.io/open-source/ingestion/destination-connectors/qdrant.md) - [Redis](https://docs.unstructured.io/open-source/ingestion/destination-connectors/redis.md) - [S3](https://docs.unstructured.io/open-source/ingestion/destination-connectors/s3.md) - [SFTP](https://docs.unstructured.io/open-source/ingestion/destination-connectors/sftp.md) - [SingleStore](https://docs.unstructured.io/open-source/ingestion/destination-connectors/singlestore.md) - [Snowflake](https://docs.unstructured.io/open-source/ingestion/destination-connectors/snowflake.md) - [SQLite](https://docs.unstructured.io/open-source/ingestion/destination-connectors/sqlite.md) - [Vectara](https://docs.unstructured.io/open-source/ingestion/destination-connectors/vectara.md) - [Weaviate](https://docs.unstructured.io/open-source/ingestion/destination-connectors/weaviate.md) - [Process files in batches by using the Unstructured Ingest CLI](https://docs.unstructured.io/open-source/ingestion/ingest-cli.md) - [Chunking configuration](https://docs.unstructured.io/open-source/ingestion/ingest-configuration/chunking-configuration.md) - [Embedding configuration](https://docs.unstructured.io/open-source/ingestion/ingest-configuration/embedding-configuration.md) - [Overview](https://docs.unstructured.io/open-source/ingestion/ingest-configuration/overview.md) - [Partition configuration](https://docs.unstructured.io/open-source/ingestion/ingest-configuration/partition-configuration.md) - [Processor configuration](https://docs.unstructured.io/open-source/ingestion/ingest-configuration/processor-configuration.md) - [Ingest dependencies](https://docs.unstructured.io/open-source/ingestion/ingest-dependencies.md) - [Overview](https://docs.unstructured.io/open-source/ingestion/overview.md) - [Process files in batches by using the Unstructured Ingest Python library](https://docs.unstructured.io/open-source/ingestion/python-ingest.md) - [Airtable](https://docs.unstructured.io/open-source/ingestion/source-connectors/airtable.md) - [Astra DB](https://docs.unstructured.io/open-source/ingestion/source-connectors/astradb.md) - [Azure](https://docs.unstructured.io/open-source/ingestion/source-connectors/azure.md) - [Box](https://docs.unstructured.io/open-source/ingestion/source-connectors/box.md) - [Confluence](https://docs.unstructured.io/open-source/ingestion/source-connectors/confluence.md) - [Couchbase](https://docs.unstructured.io/open-source/ingestion/source-connectors/couchbase.md) - [Databricks Volumes](https://docs.unstructured.io/open-source/ingestion/source-connectors/databricks-volumes.md) - [Delta Table](https://docs.unstructured.io/open-source/ingestion/source-connectors/delta-table.md) - [Discord](https://docs.unstructured.io/open-source/ingestion/source-connectors/discord.md) - [Dropbox](https://docs.unstructured.io/open-source/ingestion/source-connectors/dropbox.md) - [Elasticsearch](https://docs.unstructured.io/open-source/ingestion/source-connectors/elastic-search.md) - [GitHub](https://docs.unstructured.io/open-source/ingestion/source-connectors/github.md) - [GitLab](https://docs.unstructured.io/open-source/ingestion/source-connectors/gitlab.md) - [Google Cloud Storage](https://docs.unstructured.io/open-source/ingestion/source-connectors/google-cloud-storage.md) - [Google Drive](https://docs.unstructured.io/open-source/ingestion/source-connectors/google-drive.md) - [Jira](https://docs.unstructured.io/open-source/ingestion/source-connectors/jira.md) - [Kafka](https://docs.unstructured.io/open-source/ingestion/source-connectors/kafka.md) - [Local](https://docs.unstructured.io/open-source/ingestion/source-connectors/local.md) - [MongoDB](https://docs.unstructured.io/open-source/ingestion/source-connectors/mongodb.md) - [Notion](https://docs.unstructured.io/open-source/ingestion/source-connectors/notion.md) - [OneDrive](https://docs.unstructured.io/open-source/ingestion/source-connectors/one-drive.md) - [OpenSearch](https://docs.unstructured.io/open-source/ingestion/source-connectors/opensearch.md) - [Outlook](https://docs.unstructured.io/open-source/ingestion/source-connectors/outlook.md) - [Overview](https://docs.unstructured.io/open-source/ingestion/source-connectors/overview.md) - [PostgreSQL](https://docs.unstructured.io/open-source/ingestion/source-connectors/postgresql.md) - [S3](https://docs.unstructured.io/open-source/ingestion/source-connectors/s3.md) - [Salesforce](https://docs.unstructured.io/open-source/ingestion/source-connectors/salesforce.md) - [SFTP](https://docs.unstructured.io/open-source/ingestion/source-connectors/sftp.md) - [SharePoint](https://docs.unstructured.io/open-source/ingestion/source-connectors/sharepoint.md) - [SingleStore](https://docs.unstructured.io/open-source/ingestion/source-connectors/singlestore.md) - [Slack](https://docs.unstructured.io/open-source/ingestion/source-connectors/slack.md) - [Snowflake](https://docs.unstructured.io/open-source/ingestion/source-connectors/snowflake.md) - [SQLite](https://docs.unstructured.io/open-source/ingestion/source-connectors/sqlite.md) - [Zendesk](https://docs.unstructured.io/open-source/ingestion/source-connectors/zendesk.md) - [Supported file types](https://docs.unstructured.io/open-source/ingestion/supported-file-types.md) - [Docker installation](https://docs.unstructured.io/open-source/installation/docker-installation.md) - [Full installation](https://docs.unstructured.io/open-source/installation/full-installation.md) - [Overview](https://docs.unstructured.io/open-source/installation/overview.md): Unstructured open source library offers flexible options for installation. - [Integrations](https://docs.unstructured.io/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 `Element` objects as input and return formatted dictionaries as output. - [Overview](https://docs.unstructured.io/open-source/introduction/overview.md) - [Quickstart](https://docs.unstructured.io/open-source/introduction/quick-start.md) - [Supported file types](https://docs.unstructured.io/open-source/introduction/supported-file-types.md) - [AWS self-hosted onboarding checklist](https://docs.unstructured.io/self-hosted/aws/onboard.md) - [Self-hosting Unstructured on Amazon Web Services (AWS)](https://docs.unstructured.io/self-hosted/aws/overview.md) - [Azure self-hosted onboarding checklist](https://docs.unstructured.io/self-hosted/azure/onboard.md) - [Self-hosting Unstructured on Azure](https://docs.unstructured.io/self-hosted/azure/overview.md) - [GCP self-hosted onboarding checklist](https://docs.unstructured.io/self-hosted/gcp/onboard.md) - [Self-hosting Unstructured on Google Cloud Platform (GCP)](https://docs.unstructured.io/self-hosted/gcp/overview.md) - [Self-hosting Unstructured](https://docs.unstructured.io/self-hosted/overview.md) - [Security and compliance overview](https://docs.unstructured.io/self-hosted/security-compliance/overview.md) - [Account API keys and API URLs](https://docs.unstructured.io/ui/account/api-key-url.md) - [Account billing](https://docs.unstructured.io/ui/account/billing.md) - [Organizational accounts](https://docs.unstructured.io/ui/account/organizations.md) - [Accounts overview](https://docs.unstructured.io/ui/account/overview.md) - [Role-based access control (RBAC)](https://docs.unstructured.io/ui/account/roles.md) - [Account usage](https://docs.unstructured.io/ui/account/usage.md) - [Workspaces](https://docs.unstructured.io/ui/account/workspaces.md) - [Chunking](https://docs.unstructured.io/ui/chunking.md) - [Supported connectors](https://docs.unstructured.io/ui/connectors.md) - [Astra DB](https://docs.unstructured.io/ui/destinations/astradb.md) - [Azure AI Search](https://docs.unstructured.io/ui/destinations/azure-ai-search.md) - [Couchbase](https://docs.unstructured.io/ui/destinations/couchbase.md) - [Delta Tables in Databricks](https://docs.unstructured.io/ui/destinations/databricks-delta-table.md) - [Databricks Volumes](https://docs.unstructured.io/ui/destinations/databricks-volumes.md) - [Delta Tables in Amazon S3](https://docs.unstructured.io/ui/destinations/delta-table.md) - [Elasticsearch](https://docs.unstructured.io/ui/destinations/elasticsearch.md) - [Google Cloud Storage](https://docs.unstructured.io/ui/destinations/google-cloud.md) - [IBM watsonx.data](https://docs.unstructured.io/ui/destinations/ibm-watsonxdata.md) - [Kafka](https://docs.unstructured.io/ui/destinations/kafka.md) - [Milvus](https://docs.unstructured.io/ui/destinations/milvus.md) - [MongoDB](https://docs.unstructured.io/ui/destinations/mongodb.md) - [MotherDuck](https://docs.unstructured.io/ui/destinations/motherduck.md) - [Neo4j](https://docs.unstructured.io/ui/destinations/neo4j.md) - [OneDrive](https://docs.unstructured.io/ui/destinations/onedrive.md) - [Overview](https://docs.unstructured.io/ui/destinations/overview.md) - [Pinecone](https://docs.unstructured.io/ui/destinations/pinecone.md) - [PostgreSQL](https://docs.unstructured.io/ui/destinations/postgresql.md) - [Qdrant](https://docs.unstructured.io/ui/destinations/qdrant.md) - [Redis](https://docs.unstructured.io/ui/destinations/redis.md) - [S3](https://docs.unstructured.io/ui/destinations/s3.md) - [Snowflake](https://docs.unstructured.io/ui/destinations/snowflake.md) - [Weaviate](https://docs.unstructured.io/ui/destinations/weaviate.md) - [Document elements and metadata](https://docs.unstructured.io/ui/document-elements.md) - [Embedding](https://docs.unstructured.io/ui/embedding.md) - [Image descriptions](https://docs.unstructured.io/ui/enriching/image-descriptions.md) - [Named entity recognition (NER)](https://docs.unstructured.io/ui/enriching/ner.md) - [Overview](https://docs.unstructured.io/ui/enriching/overview.md) - [Table descriptions](https://docs.unstructured.io/ui/enriching/table-descriptions.md) - [Tables to HTML](https://docs.unstructured.io/ui/enriching/table-to-html.md) - [More examples](https://docs.unstructured.io/ui/examples.md) - [Jobs](https://docs.unstructured.io/ui/jobs.md) - [Overview](https://docs.unstructured.io/ui/overview.md) - [Partitioning](https://docs.unstructured.io/ui/partitioning.md) - [Unstructured UI quickstarts](https://docs.unstructured.io/ui/quickstart.md) - [Azure](https://docs.unstructured.io/ui/sources/azure-blob-storage.md) - [Box](https://docs.unstructured.io/ui/sources/box.md) - [Confluence](https://docs.unstructured.io/ui/sources/confluence.md) - [Couchbase](https://docs.unstructured.io/ui/sources/couchbase.md) - [Databricks Volumes](https://docs.unstructured.io/ui/sources/databricks-volumes.md) - [Dropbox](https://docs.unstructured.io/ui/sources/dropbox.md) - [Elasticsearch](https://docs.unstructured.io/ui/sources/elasticsearch.md) - [Google Cloud Storage](https://docs.unstructured.io/ui/sources/google-cloud.md) - [Google Drive](https://docs.unstructured.io/ui/sources/google-drive.md) - [Jira](https://docs.unstructured.io/ui/sources/jira.md) - [Kafka](https://docs.unstructured.io/ui/sources/kafka.md) - [MongoDB](https://docs.unstructured.io/ui/sources/mongodb.md) - [OneDrive](https://docs.unstructured.io/ui/sources/onedrive.md) - [Outlook](https://docs.unstructured.io/ui/sources/outlook.md) - [Overview](https://docs.unstructured.io/ui/sources/overview.md) - [PostgreSQL](https://docs.unstructured.io/ui/sources/postgresql.md) - [S3](https://docs.unstructured.io/ui/sources/s3.md) - [Salesforce](https://docs.unstructured.io/ui/sources/salesforce.md) - [SharePoint](https://docs.unstructured.io/ui/sources/sharepoint.md) - [Slack](https://docs.unstructured.io/ui/sources/slack.md) - [Snowflake](https://docs.unstructured.io/ui/sources/snowflake.md) - [Zendesk](https://docs.unstructured.io/ui/sources/zendesk.md) - [Supported file types](https://docs.unstructured.io/ui/supported-file-types.md) - [Workflows](https://docs.unstructured.io/ui/workflows.md) - [Unstructured](https://docs.unstructured.io/welcome.md) ## Optional - [Contact Us](https://unstructured.io/contact) - [Community](https://short.unstructured.io/pzw05l7) - [Feedback](https://smart-forms.saasjet.com/external?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjbGllbnRLZXkiOiIzZGQ5OTEzYy04Mzg1LTNkNDAtYWQ1MS03NmM0Nzg5YjAxOGUiLCJpYXQiOjE3MTQ0MzI1ODU5MjF9.m5gHGCOHt_UgOs-JCdTdEHRcQUNftvLGWeKzK2o2pQ4) - [Blog](https://unstructured.io/blog) - [Product](https://unstructured.io/) - [Trust Portal](https://trust.unstructured.io/) - [Meta-Prompt (Titles)](https://docs.unstructured.io/llms.txt) - [Meta-Prompt (Full)](https://docs.unstructured.io/llms-full.txt)