# Unstructured ## Docs - [Overview](https://docs.unstructured.io/api-reference/api-services/accessing-unstructured-api) - [API parameters](https://docs.unstructured.io/api-reference/api-services/api-parameters): Unstructured API services provide parameters to customize the processing of documents. Below are the details for these parameters. - [API validation errors](https://docs.unstructured.io/api-reference/api-services/api-validation-errors): This section details the structure of HTTP validation errors returned by the API. - [Unstructured API on AWS](https://docs.unstructured.io/api-reference/api-services/aws): Follow these steps to deploy the Unstructured API service into your AWS account. - [Unstructured API on Azure](https://docs.unstructured.io/api-reference/api-services/azure) - [Chunking strategies](https://docs.unstructured.io/api-reference/api-services/chunking) - [Document elements and metadata](https://docs.unstructured.io/api-reference/api-services/document-elements) - [Examples](https://docs.unstructured.io/api-reference/api-services/examples): This page provides some examples of accessing Unstructured API via different methods. - [Free Unstructured API](https://docs.unstructured.io/api-reference/api-services/free-api): This page describes how to obtain an API key to use with the free Unstructured API, the limitations of the free Unstructured API, and provides a quickstart example. - [Unstructured Serverless API services](https://docs.unstructured.io/api-reference/api-services/overview) - [Process an individual file by using the Unstructured open source Python library](https://docs.unstructured.io/api-reference/api-services/partition-via-api) - [Partitioning strategies](https://docs.unstructured.io/api-reference/api-services/partitioning) - [Process an individual file by making a direct POST request](https://docs.unstructured.io/api-reference/api-services/post-requests) - [Unstructured Serverless API](https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide): This page describes how to get started with the Unstructured Serverless API. Learn how to obtain an API key to use with the Unstructured Serverless API, and get started in no time. - [Process an individual file by using the Unstructured JavaScript/TypeScript SDK](https://docs.unstructured.io/api-reference/api-services/sdk-jsts) - [Process an individual file by using the Unstructured Python SDK](https://docs.unstructured.io/api-reference/api-services/sdk-python) - [Supported file types](https://docs.unstructured.io/api-reference/api-services/supported-file-types) - [Chunking](https://docs.unstructured.io/api-reference/best-practices/chunking) - [Embedding](https://docs.unstructured.io/api-reference/best-practices/embedding) - [Speed up processing of large files and batches](https://docs.unstructured.io/api-reference/best-practices/speed-up-large-files-batches) - [Pipeline](https://docs.unstructured.io/api-reference/general/pipeline-1): Description - [Set chunking behavior](https://docs.unstructured.io/api-reference/how-to/change-chunking-strategy) - [Change element coordinate systems](https://docs.unstructured.io/api-reference/how-to/change-element-coordinate-system) - [Set partitioning behavior](https://docs.unstructured.io/api-reference/how-to/change-partitioning-strategy) - [Choose a hi-res model](https://docs.unstructured.io/api-reference/how-to/choose-hi-res-model) - [Choose a partitioning strategy](https://docs.unstructured.io/api-reference/how-to/choose-partitioning-strategy) - [Set embedding behavior](https://docs.unstructured.io/api-reference/how-to/embedding) - [Extract images and tables from documents](https://docs.unstructured.io/api-reference/how-to/extract-image-block-types) - [Process a subset of files](https://docs.unstructured.io/api-reference/how-to/filter-files) - [Generate a JSON schema for a file](https://docs.unstructured.io/api-reference/how-to/generate-schema) - [Get chunked elements](https://docs.unstructured.io/api-reference/how-to/get-chunked-elements) - [Get element contents](https://docs.unstructured.io/api-reference/how-to/get-elements) - [Output bounding box coordinates](https://docs.unstructured.io/api-reference/how-to/output-bounding-box-coordinates) - [Output unique element IDs](https://docs.unstructured.io/api-reference/how-to/output-unique-element-ids) - [Parse simple PDFs and HTML](https://docs.unstructured.io/api-reference/how-to/parse-simple-pdf-html) - [Work with PowerPoint files](https://docs.unstructured.io/api-reference/how-to/powerpoint) - [Set document language for better OCR](https://docs.unstructured.io/api-reference/how-to/set-document-language-ocr) - [Extract tables as HTML](https://docs.unstructured.io/api-reference/how-to/text-as-html) - [Transform a JSON file into a different schema](https://docs.unstructured.io/api-reference/how-to/transform-schemas) - [Use LangChain and Llama 3](https://docs.unstructured.io/api-reference/how-to/use-langchain-llama-3) - [Use LangChain and Ollama](https://docs.unstructured.io/api-reference/how-to/use-langchain-ollama) - [Astra DB](https://docs.unstructured.io/api-reference/ingest/destination-connector/astradb) - [Azure](https://docs.unstructured.io/api-reference/ingest/destination-connector/azure) - [Azure Cognitive Search](https://docs.unstructured.io/api-reference/ingest/destination-connector/azure-cognitive-search) - [Box](https://docs.unstructured.io/api-reference/ingest/destination-connector/box) - [Chroma](https://docs.unstructured.io/api-reference/ingest/destination-connector/chroma) - [Clarifai](https://docs.unstructured.io/api-reference/ingest/destination-connector/clarifai) - [Couchbase](https://docs.unstructured.io/api-reference/ingest/destination-connector/couchbase) - [Databricks Volumes](https://docs.unstructured.io/api-reference/ingest/destination-connector/databricks-volumes) - [Delta Table](https://docs.unstructured.io/api-reference/ingest/destination-connector/delta-table) - [Dropbox](https://docs.unstructured.io/api-reference/ingest/destination-connector/dropbox) - [Elasticsearch](https://docs.unstructured.io/api-reference/ingest/destination-connector/elasticsearch) - [Google Cloud Storage](https://docs.unstructured.io/api-reference/ingest/destination-connector/google-cloud-service) - [Kafka](https://docs.unstructured.io/api-reference/ingest/destination-connector/kafka) - [KDB.AI](https://docs.unstructured.io/api-reference/ingest/destination-connector/kdbai) - [Local](https://docs.unstructured.io/api-reference/ingest/destination-connector/local) - [Milvus](https://docs.unstructured.io/api-reference/ingest/destination-connector/milvus) - [MongoDB](https://docs.unstructured.io/api-reference/ingest/destination-connector/mongodb) - [OpenSearch](https://docs.unstructured.io/api-reference/ingest/destination-connector/opensearch) - [Overview](https://docs.unstructured.io/api-reference/ingest/destination-connector/overview) - [Pinecone](https://docs.unstructured.io/api-reference/ingest/destination-connector/pinecone) - [PostgreSQL](https://docs.unstructured.io/api-reference/ingest/destination-connector/postgresql) - [Qdrant](https://docs.unstructured.io/api-reference/ingest/destination-connector/qdrant) - [S3](https://docs.unstructured.io/api-reference/ingest/destination-connector/s3) - [SFTP](https://docs.unstructured.io/api-reference/ingest/destination-connector/sftp) - [SingleStore](https://docs.unstructured.io/api-reference/ingest/destination-connector/singlestore) - [Snowflake](https://docs.unstructured.io/api-reference/ingest/destination-connector/snowflake) - [SQLite](https://docs.unstructured.io/api-reference/ingest/destination-connector/sqlite) - [Vectara](https://docs.unstructured.io/api-reference/ingest/destination-connector/vectara) - [Weaviate](https://docs.unstructured.io/api-reference/ingest/destination-connector/weaviate) - [Process files in batches by using the Unstructured Ingest CLI](https://docs.unstructured.io/api-reference/ingest/ingest-cli) - [Chunking configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/chunking-configuration) - [Embedding configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/embedding-configuration) - [Fsspec configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/fsspec-configuration) - [Overview](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/overview) - [Partition configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/partition-configuration) - [Permissions configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/permissions-configuration) - [Processor configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/processor-configuration) - [Read configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/read-configuration) - [Retry strategy configuration](https://docs.unstructured.io/api-reference/ingest/ingest-configuration/retry-strategy-configuration) - [Ingest dependencies](https://docs.unstructured.io/api-reference/ingest/ingest-dependencies) - [Overview](https://docs.unstructured.io/api-reference/ingest/overview) - [Process files in batches by using the Unstructured Ingest Python library](https://docs.unstructured.io/api-reference/ingest/python-ingest) - [Airtable](https://docs.unstructured.io/api-reference/ingest/source-connectors/airtable) - [Astra DB](https://docs.unstructured.io/api-reference/ingest/source-connectors/astradb) - [Azure](https://docs.unstructured.io/api-reference/ingest/source-connectors/azure) - [Biomed](https://docs.unstructured.io/api-reference/ingest/source-connectors/biomed) - [Box](https://docs.unstructured.io/api-reference/ingest/source-connectors/box) - [Confluence](https://docs.unstructured.io/api-reference/ingest/source-connectors/confluence) - [Couchbase](https://docs.unstructured.io/api-reference/ingest/source-connectors/couchbase) - [Databricks Volumes](https://docs.unstructured.io/api-reference/ingest/source-connectors/databricks-volumes) - [Delta Table](https://docs.unstructured.io/api-reference/ingest/source-connectors/delta-table) - [Discord](https://docs.unstructured.io/api-reference/ingest/source-connectors/discord) - [Dropbox](https://docs.unstructured.io/api-reference/ingest/source-connectors/dropbox) - [Elasticsearch](https://docs.unstructured.io/api-reference/ingest/source-connectors/elastic-search) - [GitHub](https://docs.unstructured.io/api-reference/ingest/source-connectors/github) - [GitLab](https://docs.unstructured.io/api-reference/ingest/source-connectors/gitlab) - [Google Cloud Storage](https://docs.unstructured.io/api-reference/ingest/source-connectors/google-cloud-storage) - [Google Drive](https://docs.unstructured.io/api-reference/ingest/source-connectors/google-drive) - [HubSpot](https://docs.unstructured.io/api-reference/ingest/source-connectors/hubspot) - [Jira](https://docs.unstructured.io/api-reference/ingest/source-connectors/jira) - [Kafka](https://docs.unstructured.io/api-reference/ingest/source-connectors/kafka) - [Local](https://docs.unstructured.io/api-reference/ingest/source-connectors/local) - [MongoDB](https://docs.unstructured.io/api-reference/ingest/source-connectors/mongodb) - [Notion](https://docs.unstructured.io/api-reference/ingest/source-connectors/notion) - [OneDrive](https://docs.unstructured.io/api-reference/ingest/source-connectors/one-drive) - [OpenSearch](https://docs.unstructured.io/api-reference/ingest/source-connectors/opensearch) - [Outlook](https://docs.unstructured.io/api-reference/ingest/source-connectors/outlook) - [Overview](https://docs.unstructured.io/api-reference/ingest/source-connectors/overview) - [PostgreSQL](https://docs.unstructured.io/api-reference/ingest/source-connectors/postgresql) - [Reddit](https://docs.unstructured.io/api-reference/ingest/source-connectors/reddit) - [S3](https://docs.unstructured.io/api-reference/ingest/source-connectors/s3) - [Salesforce](https://docs.unstructured.io/api-reference/ingest/source-connectors/salesforce) - [SFTP](https://docs.unstructured.io/api-reference/ingest/source-connectors/sftp) - [SharePoint](https://docs.unstructured.io/api-reference/ingest/source-connectors/sharepoint) - [SingleStore](https://docs.unstructured.io/api-reference/ingest/source-connectors/singlestore) - [Slack](https://docs.unstructured.io/api-reference/ingest/source-connectors/slack) - [Snowflake](https://docs.unstructured.io/api-reference/ingest/source-connectors/snowflake) - [SQLite](https://docs.unstructured.io/api-reference/ingest/source-connectors/sqlite) - [Wikipedia](https://docs.unstructured.io/api-reference/ingest/source-connectors/wikipedia) - [Troubleshooting Unstructured API keys and API URLs](https://docs.unstructured.io/api-reference/troubleshooting/api-key-url) - [Query processed PDF with HuggingChat](https://docs.unstructured.io/examplecode/codesamples/api/huggingchat) - [Table extraction from PDF](https://docs.unstructured.io/examplecode/codesamples/apioss/table-extraction-from-pdf): 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) - [Delta Table source connector](https://docs.unstructured.io/examplecode/codesamples/oss/table-source-connector) - [Vector database ingestion](https://docs.unstructured.io/examplecode/codesamples/oss/vector-database) - [Notebooks](https://docs.unstructured.io/examplecode/notebooks): Notebooks contain complete working sample code for end-to-end solutions. - [Langflow](https://docs.unstructured.io/examplecode/tools/langflow) - [Frequently asked questions](https://docs.unstructured.io/faq/faq) - [Glossary](https://docs.unstructured.io/glossary/glossary) - [Overview](https://docs.unstructured.io/ingestion/overview) - [Chunking](https://docs.unstructured.io/open-source/best-practices/chunking) - [Embedding](https://docs.unstructured.io/open-source/best-practices/embedding) - [Document elements and metadata](https://docs.unstructured.io/open-source/concepts/document-elements) - [Models](https://docs.unstructured.io/open-source/concepts/models): 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) - [Chunking](https://docs.unstructured.io/open-source/core-functionality/chunking): 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): 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) - [Extracting](https://docs.unstructured.io/open-source/core-functionality/extracting) - [Core Functionality](https://docs.unstructured.io/open-source/core-functionality/overview): 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): 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) - [Set the OCR agent](https://docs.unstructured.io/open-source/how-to/set-ocr-agent) - [Astra DB](https://docs.unstructured.io/open-source/ingest/destination-connectors/astradb) - [Azure](https://docs.unstructured.io/open-source/ingest/destination-connectors/azure) - [Azure Cognitive Search](https://docs.unstructured.io/open-source/ingest/destination-connectors/azure-cognitive-search) - [Box](https://docs.unstructured.io/open-source/ingest/destination-connectors/box) - [Chroma](https://docs.unstructured.io/open-source/ingest/destination-connectors/chroma) - [Clarifai](https://docs.unstructured.io/open-source/ingest/destination-connectors/clarifai) - [Couchbase](https://docs.unstructured.io/open-source/ingest/destination-connectors/couchbase) - [Databricks Volumes](https://docs.unstructured.io/open-source/ingest/destination-connectors/databricks-volumes) - [Delta Table](https://docs.unstructured.io/open-source/ingest/destination-connectors/delta-table) - [Dropbox](https://docs.unstructured.io/open-source/ingest/destination-connectors/dropbox) - [Elasticsearch](https://docs.unstructured.io/open-source/ingest/destination-connectors/elasticsearch) - [Google Cloud Storage](https://docs.unstructured.io/open-source/ingest/destination-connectors/google-cloud-service) - [Kafka](https://docs.unstructured.io/open-source/ingest/destination-connectors/kafka) - [KDB.AI](https://docs.unstructured.io/open-source/ingest/destination-connectors/kdbai) - [Local](https://docs.unstructured.io/open-source/ingest/destination-connectors/local) - [Milvus](https://docs.unstructured.io/open-source/ingest/destination-connectors/milvus) - [MongoDB](https://docs.unstructured.io/open-source/ingest/destination-connectors/mongodb) - [OpenSearch](https://docs.unstructured.io/open-source/ingest/destination-connectors/opensearch) - [Overview](https://docs.unstructured.io/open-source/ingest/destination-connectors/overview) - [Pinecone](https://docs.unstructured.io/open-source/ingest/destination-connectors/pinecone) - [PostgreSQL](https://docs.unstructured.io/open-source/ingest/destination-connectors/postgresql) - [Qdrant](https://docs.unstructured.io/open-source/ingest/destination-connectors/qdrant) - [S3](https://docs.unstructured.io/open-source/ingest/destination-connectors/s3) - [SFTP](https://docs.unstructured.io/open-source/ingest/destination-connectors/sftp) - [SingleStore](https://docs.unstructured.io/open-source/ingest/destination-connectors/singlestore) - [Snowflake](https://docs.unstructured.io/open-source/ingest/destination-connectors/snowflake) - [SQLite](https://docs.unstructured.io/open-source/ingest/destination-connectors/sqlite) - [Vectara](https://docs.unstructured.io/open-source/ingest/destination-connectors/vectara) - [Weaviate](https://docs.unstructured.io/open-source/ingest/destination-connectors/weaviate) - [Chunking configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/chunking-configuration) - [Embedding configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/embedding-configuration) - [Fsspec configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/fsspec-configuration) - [Overview](https://docs.unstructured.io/open-source/ingest/ingest-configuration/overview) - [Partition configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/partition-configuration) - [Permissions configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/permissions-configuration) - [Processor configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/processor-configuration) - [Read configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/read-configuration) - [Retry strategy configuration](https://docs.unstructured.io/open-source/ingest/ingest-configuration/retry-strategy-configuration) - [Ingest](https://docs.unstructured.io/open-source/ingest/overview): The Unstructured Python Ingest library is a powerful tool designed to coordinate the process of pulling data from data providers, partitioning the content, and pushing that new content to a desired location. This technical documentation will provide an in-depth understanding of the Python Ingest library, including its features, architecture, installation, configuration, usage, API reference, troubleshooting, examples, and more. - [Airtable](https://docs.unstructured.io/open-source/ingest/source-connectors/airtable) - [Astra DB](https://docs.unstructured.io/open-source/ingest/source-connectors/astradb) - [Azure](https://docs.unstructured.io/open-source/ingest/source-connectors/azure) - [Biomed](https://docs.unstructured.io/open-source/ingest/source-connectors/biomed) - [Box](https://docs.unstructured.io/open-source/ingest/source-connectors/box) - [Confluence](https://docs.unstructured.io/open-source/ingest/source-connectors/confluence) - [Couchbase](https://docs.unstructured.io/open-source/ingest/source-connectors/couchbase) - [Databricks Volumes](https://docs.unstructured.io/open-source/ingest/source-connectors/databricks-volumes) - [Delta Table](https://docs.unstructured.io/open-source/ingest/source-connectors/delta-table) - [Discord](https://docs.unstructured.io/open-source/ingest/source-connectors/discord) - [Dropbox](https://docs.unstructured.io/open-source/ingest/source-connectors/dropbox) - [Elasticsearch](https://docs.unstructured.io/open-source/ingest/source-connectors/elastic-search) - [GitHub](https://docs.unstructured.io/open-source/ingest/source-connectors/github) - [GitLab](https://docs.unstructured.io/open-source/ingest/source-connectors/gitlab) - [Google Cloud Storage](https://docs.unstructured.io/open-source/ingest/source-connectors/google-cloud-storage) - [Google Drive](https://docs.unstructured.io/open-source/ingest/source-connectors/google-drive) - [HubSpot](https://docs.unstructured.io/open-source/ingest/source-connectors/hubspot) - [Jira](https://docs.unstructured.io/open-source/ingest/source-connectors/jira) - [Kafka](https://docs.unstructured.io/open-source/ingest/source-connectors/kafka) - [Local](https://docs.unstructured.io/open-source/ingest/source-connectors/local) - [MongoDB](https://docs.unstructured.io/open-source/ingest/source-connectors/mongodb) - [Notion](https://docs.unstructured.io/open-source/ingest/source-connectors/notion) - [OneDrive](https://docs.unstructured.io/open-source/ingest/source-connectors/one-drive) - [OpenSearch](https://docs.unstructured.io/open-source/ingest/source-connectors/opensearch) - [Outlook](https://docs.unstructured.io/open-source/ingest/source-connectors/outlook) - [Overview](https://docs.unstructured.io/open-source/ingest/source-connectors/overview) - [PostgreSQL](https://docs.unstructured.io/open-source/ingest/source-connectors/postgresql) - [Reddit](https://docs.unstructured.io/open-source/ingest/source-connectors/reddit) - [S3](https://docs.unstructured.io/open-source/ingest/source-connectors/s3) - [Salesforce](https://docs.unstructured.io/open-source/ingest/source-connectors/salesforce) - [SFTP](https://docs.unstructured.io/open-source/ingest/source-connectors/sftp) - [SharePoint](https://docs.unstructured.io/open-source/ingest/source-connectors/sharepoint) - [SingleStore](https://docs.unstructured.io/open-source/ingest/source-connectors/singlestore) - [Slack](https://docs.unstructured.io/open-source/ingest/source-connectors/slack) - [Snowflake](https://docs.unstructured.io/open-source/ingest/source-connectors/snowflake) - [SQLite](https://docs.unstructured.io/open-source/ingest/source-connectors/sqlite) - [Wikipedia](https://docs.unstructured.io/open-source/ingest/source-connectors/wikipedia) - [Docker Installation](https://docs.unstructured.io/open-source/installation/docker-installation): The instructions below guide you on how to use the unstructured library inside a Docker container. - [Full Installation](https://docs.unstructured.io/open-source/installation/full-installation) - [Overview](https://docs.unstructured.io/open-source/installation/overview): Unstructured open source library offers flexible options for installation. - [Integrations](https://docs.unstructured.io/open-source/integrations): 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. - [Unstructured Open Source](https://docs.unstructured.io/open-source/introduction/overview) - [Quickstart](https://docs.unstructured.io/open-source/introduction/quick-start): Using Unstructured Open Source. - [Supported file types](https://docs.unstructured.io/open-source/introduction/supported-file-types) - [Chunking](https://docs.unstructured.io/platform/chunking) - [Supported connectors](https://docs.unstructured.io/platform/connectors) - [Astra DB](https://docs.unstructured.io/platform/destinations/astradb) - [Azure Cognitive Search](https://docs.unstructured.io/platform/destinations/azure-cognitive-search) - [Couchbase](https://docs.unstructured.io/platform/destinations/couchbase) - [Databricks Volumes](https://docs.unstructured.io/platform/destinations/databricks-volumes) - [Delta Table](https://docs.unstructured.io/platform/destinations/delta-table) - [Elasticsearch](https://docs.unstructured.io/platform/destinations/elasticsearch) - [Google Cloud Storage](https://docs.unstructured.io/platform/destinations/google-cloud) - [Milvus](https://docs.unstructured.io/platform/destinations/milvus) - [MongoDB](https://docs.unstructured.io/platform/destinations/mongodb) - [Overview](https://docs.unstructured.io/platform/destinations/overview): Destination connectors in the Unstructured Platform are designed to specify the endpoint for data processed within the platform. These connectors ensure that the transformed and analyzed data is securely and efficiently transferred to a storage system for future use, often to a vector database for tasks that involve high-speed retrieval and advanced data analytics operations. - [Pinecone](https://docs.unstructured.io/platform/destinations/pinecone) - [S3](https://docs.unstructured.io/platform/destinations/s3) - [Weaviate](https://docs.unstructured.io/platform/destinations/weaviate) - [Document elements and metadata](https://docs.unstructured.io/platform/document-elements) - [Embedding](https://docs.unstructured.io/platform/embedding) - [Jobs](https://docs.unstructured.io/platform/jobs) - [Overview](https://docs.unstructured.io/platform/overview) - [Partitioning](https://docs.unstructured.io/platform/partitioning) - [Unstructured Platform quickstart](https://docs.unstructured.io/platform/quickstart) - [Azure](https://docs.unstructured.io/platform/sources/azure-blob-storage) - [Databricks Volumes](https://docs.unstructured.io/platform/sources/databricks-volumes) - [Google Cloud Storage](https://docs.unstructured.io/platform/sources/google-cloud) - [MongoDB](https://docs.unstructured.io/platform/sources/mongodb) - [OneDrive](https://docs.unstructured.io/platform/sources/onedrive) - [Overview](https://docs.unstructured.io/platform/sources/overview): Source connectors are essential components in data integration systems that establish a link between your files and the data ingestion process. They facilitate the batch processing of files, allowing for the systematic retrieval and ingestion of data stored in various file formats. - [S3](https://docs.unstructured.io/platform/sources/s3) - [SharePoint](https://docs.unstructured.io/platform/sources/sharepoint) - [Summarizing](https://docs.unstructured.io/platform/summarizing) - [Supported file types](https://docs.unstructured.io/platform/supported-file-types) - [Workflows](https://docs.unstructured.io/platform/workflows) - [Unstructured](https://docs.unstructured.io/welcome) ## Optional - [Support](mailto:support@unstructured.io) - [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/product)