# LandingAI

> Documentation for Agentic Document Extraction (ADE), LandingAI's document intelligence platform that converts documents into structured data.

## Docs

- [Home](https://docs.landing.ai/index.md)
- [Overview](https://docs.landing.ai/dpt3/overview.md): Learn how ADE converts documents into structured data and when to use the Parse, Extract, and Ground APIs.
- [Quickstart](https://docs.landing.ai/dpt3/quickstart.md): Parse your first document as a Parse Job on the standard tier and get structured Markdown back.
- [Build with AI Agents](https://docs.landing.ai/ade/build-with-ai-agents.md): Use ADE with AI agents and LLMs: run the ade CLI, install ADE skills, connect the MCP server, and access docs as llms.txt.
- [API Key](https://docs.landing.ai/dpt3/agentic-api-key.md): Create an API key and set it for the client libraries or direct API calls.
- [Migration Guide](https://docs.landing.ai/dpt3/migration-guide.md): Migrate from ADE Gen1 to ADE Gen2, including the response changes you need to handle.
- [Python Library](https://docs.landing.ai/dpt3/ade-python.md): Process documents using the ADE Python library.
- [TypeScript Library](https://docs.landing.ai/dpt3/ade-typescript.md): Process documents using the ADE TypeScript library.
- [Parse Documents](https://docs.landing.ai/dpt3/parse.md): Parse documents with the Parse API into Markdown, structured blocks, and per-block grounding.
- [Parse Input Parameters](https://docs.landing.ai/dpt3/parse-input.md): Set the document, model version, and options when calling the Parse API.
- [Parsing Models](https://docs.landing.ai/dpt3/parse-models.md): Choose between DPT-3 Pro and DPT-3 Verity, and pin a model snapshot for consistent parsing results.
- [Parse API Response](https://docs.landing.ai/dpt3/parse-response.md): Read the Parse response: reading-order Markdown, document structure with per-block grounding, and metadata.
- [Parse Asynchronously (Parse Jobs)](https://docs.landing.ai/dpt3/parse-async.md): Parse documents asynchronously with Parse Jobs: submit a job, poll for status, and retrieve results.
- [Troubleshoot Parsing](https://docs.landing.ai/dpt3/parse-troubleshoot.md): Resolve errors when parsing with the Parse API using status codes, causes, and recommended fixes.
- [Parse in the Playground](https://docs.landing.ai/dpt3/playground.md): Parse documents with DPT-3 in the Playground, no code required.
- [Extract Data](https://docs.landing.ai/dpt3/extract.md): Pull specific fields from Markdown with a schema for high-volume, repeatable extraction.
- [Extract Input Parameters](https://docs.landing.ai/dpt3/extract-input.md): Set the Markdown, schema, options, and model version when calling the Extract API.
- [Extraction Schema (JSON)](https://docs.landing.ai/dpt3/ade-extract-schema-json.md): Structure the JSON schema that tells Extract which fields to pull and how to format output.
- [Extract API Response](https://docs.landing.ai/dpt3/extract-response.md): Read the Extract response: extracted values, per-field range grounding, and metadata.
- [Asynchronous Extraction (Extract Jobs)](https://docs.landing.ai/dpt3/extract-async.md): Extract from large Markdown documents asynchronously with Extract Jobs, then poll for results.
- [Troubleshoot Extraction](https://docs.landing.ai/dpt3/extract-troubleshoot.md): Resolve Extract errors using status codes, causes, and fixes.
- [Ground Extracted Fields](https://docs.landing.ai/dpt3/ground.md): Map extracted fields to the blocks they were quoted from, and get page numbers and bounding boxes for each value.
- [Troubleshoot Grounding](https://docs.landing.ai/dpt3/ground-troubleshoot.md): Resolve Ground errors using status codes, causes, and fixes.
- [Sync vs Async Processing](https://docs.landing.ai/dpt3/sync-async.md): Decide when to run work synchronously or as a job by comparing turnaround, timeouts, limits, and credits per service tier.
- [Webhooks](https://docs.landing.ai/dpt3/webhooks.md): Receive signed events when Parse and Extract jobs finish, instead of polling for job status. Verify signatures and handle retries.
- [Rate Limits](https://docs.landing.ai/dpt3/rate-limits.md): See how rate and size limits work for the Parse and Extract APIs, and the largest document each service tier accepts.
- [Supported Languages](https://docs.landing.ai/ade/ade-languages.md): Learn which languages ADE supports for parsing.
- [Supported File Types](https://docs.landing.ai/dpt3/file-types.md): See which file types Parse accepts: PDFs, images, and Office text documents and presentations.
- [European Union (EU)](https://docs.landing.ai/dpt3/eu.md): Use the EU-hosted ADE for data residency, GDPR compliance, and lower latency for European users.
- [Support](https://docs.landing.ai/ade/ade-support.md): Find support channels and resources for getting help with ADE.
- [Security and Privacy](https://docs.landing.ai/dpt3/ade-security.md): Review ADE security practices, zero data retention, and compliance certifications (GDPR, SOC 2, HIPAA).
- [Zero Data Retention (ZDR) Option Overview](https://docs.landing.ai/ade/zdr.md): Enable the Zero Data Retention (ZDR) option so your data is used only to process your requests and deliver results.
- [IP Address Allowlist](https://docs.landing.ai/ade/ip-allowlist.md): Restrict your organization's API access to approved IP addresses and CIDR ranges. Available on the Enterprise plan.
- [Organizations & Members](https://docs.landing.ai/ade/ade-members.md): Manage your organization, invite members, and assign roles in ADE.
- [Single Sign-On (SSO)](https://docs.landing.ai/ade/ade-sso.md): Set up SSO via SAML 2.0 or OpenID Connect to manage ADE access through your identity provider.
- [Plans & Billing](https://docs.landing.ai/ade/ade-pricing.md): Understand ADE plan pricing, how costs are calculated, and how to manage overages and plan changes.
- [Credit Consumption](https://docs.landing.ai/dpt3/credit-consumption.md): See credit rates per model family and service tier for the Parse and Extract APIs, and how to verify charges from the response.
- [Monitor Credit Usage](https://docs.landing.ai/ade/monitor-usage.md): See how many credits your organization has consumed, filter usage by type or API key, and trace individual jobs.
- [Credit Usage Alerts](https://docs.landing.ai/ade/credit-alerts.md): Set alerts that email your team when your organization's credit usage crosses a threshold.
- [Auto Recharge](https://docs.landing.ai/ade/auto-recharge.md): Automatically buy credits when your balance falls below a threshold, so API calls don't fail when credits run out.
- [ADE Parse](https://docs.landing.ai/api-reference/parse/ade-parse.md): Parse a document and return the parse response inline.
- [ADE Parse Jobs](https://docs.landing.ai/api-reference/parse/ade-parse-jobs.md): Parse a document asynchronously. Returns a job ID; use it to poll for the job's status and retrieve the parse result once processing completes.
- [ADE List Parse Jobs](https://docs.landing.ai/api-reference/parse/ade-list-parse-jobs.md)
- [ADE Get Parse Jobs](https://docs.landing.ai/api-reference/parse/ade-get-parse-jobs.md): Get the status of an async parse job. Once the job has ``completed``, ``result`` carries the parse response (or ``output_url`` when ``output_save_url`` was set). Partial success (some pages failed) is reported in ``result.metadata.failed_pages``.
- [ADE Extract](https://docs.landing.ai/api-reference/extract/ade-extract.md): Extract structured data from a Markdown document according to a JSON schema, with character-span grounding into the source Markdown. Runs synchronously and returns the result inline.
- [ADE Extract Jobs](https://docs.landing.ai/api-reference/extract/ade-extract-jobs.md): Extract structured data from a Markdown document according to a JSON schema, with character-span grounding into the source Markdown. Runs asynchronously and returns a job ID; use it to poll for status and retrieve the result once processing completes.
- [ADE List Extract Jobs](https://docs.landing.ai/api-reference/extract/ade-list-extract-jobs.md): List your Extract jobs, newest first.
- [ADE Get Extract Jobs](https://docs.landing.ai/api-reference/extract/ade-get-extract-jobs.md): Get the status of an async Extract job, including its result once the job has completed.
- [ADE Ground](https://docs.landing.ai/api-reference/ground/ade-ground.md): Map extracted fields to the document blocks they were quoted from. Takes the extraction_metadata from an extract call and the structure tree from the parse call the markdown came from, and returns, for every extracted field, the overlapping blocks with their ids, page numbers, and bounding boxes. Ru
- [CLI Quickstart](https://docs.landing.ai/cli/quickstart.md): Install the ade CLI, log in, then parse a document and extract its fields from your terminal.
- [Authentication](https://docs.landing.ai/cli/authentication.md): Log in with your browser or an API key, choose which organization your runs use, and target the US or EU.
- [CLI Concepts](https://docs.landing.ai/cli/concepts.md): Understand job items, free re-runs, resumable jobs, and the local store the ade CLI serves results from.
- [Parse Documents](https://docs.landing.ai/cli/parse.md): Parse your own documents from the terminal: choose a local file or a URL, pick a service tier, and parse only the pages you need.
- [Extract Fields](https://docs.landing.ai/cli/extract.md): Pull structured fields from a parsed document with a JSON Schema, then read the values and check which ones are grounded.
- [Find, Crop, and View](https://docs.landing.ai/cli/find-crop-view.md): Search parsed documents locally, crop elements as evidence images, and open a viewer that highlights exact spots.
- [Scripting and Automation](https://docs.landing.ai/cli/scripting-automation.md): Script the ade CLI with stable JSON output, pipeable IDs, and exit codes, and run it unattended in CI and cron.
- [CLI Reference](https://docs.landing.ai/cli/reference.md): See every ade CLI command with its flags, result shapes, and exit states.
- [Changelog](https://docs.landing.ai/dpt3/changelog.md): Learn about updates and new features across the ADE v2 APIs: Parse, Extract, Ground, Parse Jobs, and Extract Jobs.
- [Overview](https://docs.landing.ai/ade/ade-overview.md): Learn how ADE converts documents into structured data and when to use Parse, Extract, Classify, Section, and Split.
- [Quickstart](https://docs.landing.ai/ade/ade-quickstart.md): Parse and extract fields from a sample document in minutes using cURL, Python, or TypeScript.
- [API Key](https://docs.landing.ai/ade/agentic-api-key.md): Create an API key and set it for the client libraries or direct API calls.
- [Playground](https://docs.landing.ai/ade/ade-playground.md): Process documents with ADE in our Playground, no code required.
- [Python Library](https://docs.landing.ai/ade/ade-python.md): Process documents using the ADE Python library.
- [TypeScript Library](https://docs.landing.ai/ade/ade-typescript.md): Process documents using the ADE TypeScript library.
- [Parse Documents](https://docs.landing.ai/ade/parse.md): Convert documents into structured Markdown, chunks, and metadata with exact page and coordinate references.
- [Parse Large Files (Parse Jobs)](https://docs.landing.ai/ade/ade-parse-async.md): Parse large documents asynchronously with Parse Jobs, and monitor job status and results.
- [Parse Password-Protected Files](https://docs.landing.ai/ade/ade-parse-password.md): Decrypt and parse password-protected PDFs and Office files by passing the document password.
- [Custom Prompts for Figure Descriptions](https://docs.landing.ai/ade/ade-parse-custom-prompts.md): Customize how figures and images are described during parsing.
- [Document Pre-Trained Transformers (Parsing Models)](https://docs.landing.ai/ade/ade-parse-models.md): Choose a parsing model (DPT) and set it when parsing files.
- [Chunk Types](https://docs.landing.ai/ade/ade-chunk-types.md): Understand the chunk types ADE returns, such as text, tables, figures, and form fields.
- [JSON Response for Parsing](https://docs.landing.ai/ade/ade-json-response.md): Understand the parse JSON response: markdown, chunks, splits, grounding, and metadata fields.
- [Markdown Response](https://docs.landing.ai/ade/ade-markdown-response.md): Understand the Markdown that Parse returns, including anchor tags and chunk- and split-level fields.
- [Troubleshoot Parsing](https://docs.landing.ai/ade/ade-parse-troubleshoot.md): Resolve Parse and Parse Jobs errors using status codes, causes, and fixes for failed or partial results.
- [Extract Data](https://docs.landing.ai/ade/ade-extract.md): Pull specific fields from parsed documents with a schema for high-volume, repeatable extraction.
- [Extraction Schema (JSON)](https://docs.landing.ai/ade/ade-extract-schema-json.md): Structure the JSON schema that tells Extract which fields to pull and how to format output.
- [Extraction Model Versions](https://docs.landing.ai/ade/ade-extract-models.md): Choose an extraction model and set it when running extraction.
- [Schema Wizard: Build Extraction Schemas in the Playground](https://docs.landing.ai/ade/ade-extract-playground.md): Build and test an extraction schema visually with the Playground schema wizard.
- [Build Extraction Schemas with the API](https://docs.landing.ai/ade/ade-extract-schema-api.md): Generate a JSON extraction schema programmatically from parsed Markdown with the Build Extract Schema API.
- [JSON Response for Extraction](https://docs.landing.ai/ade/ade-extract-response.md): Understand the extraction JSON response: extracted values, field references, and metadata.
- [Asynchronous Extraction (Extract Jobs)](https://docs.landing.ai/ade/ade-extract-async.md)
- [Troubleshoot Extraction](https://docs.landing.ai/ade/ade-extract-troubleshoot.md): Resolve Extract and Build Extract Schema errors using status codes, causes, and fixes.
- [Classify](https://docs.landing.ai/ade/ade-classify.md): Label each page of a document by type to route pages before parsing (Preview).
- [JSON Response for Classification](https://docs.landing.ai/ade/ade-classify-response.md): Understand the classification JSON response: per-page class labels and processing metadata.
- [Troubleshoot Classification](https://docs.landing.ai/ade/ade-classify-troubleshoot.md): Resolve Classify API errors using status codes, causes, and recommended fixes.
- [Section](https://docs.landing.ai/ade/ade-section.md): Generate a hierarchical table of contents from a parsed document (Preview).
- [Section Model Versions](https://docs.landing.ai/ade/ade-section-models.md): Choose a Section model and set it when running the section process.
- [JSON Response for Sectioning](https://docs.landing.ai/ade/ade-section-response.md): Understand the Section JSON response: section titles, hierarchy levels, numbers, and chunk references.
- [Troubleshoot Sectioning](https://docs.landing.ai/ade/ade-section-troubleshoot.md): Resolve Section API errors using status codes, causes, and recommended fixes.
- [Split](https://docs.landing.ai/ade/ade-split.md): Separate a parsed document into classified sub-documents by type (Preview).
- [Split Model Versions](https://docs.landing.ai/ade/ade-split-models.md): Choose a split model and set it when splitting files.
- [JSON Response for Splitting](https://docs.landing.ai/ade/ade-split-response.md): Understand the Split JSON response: classified sub-documents and processing metadata.
- [Troubleshoot Splitting](https://docs.landing.ai/ade/ade-split-troubleshoot.md): Resolve Split API errors using status codes, causes, and recommended fixes.
- [Rate Limits](https://docs.landing.ai/ade/ade-rate-limits.md): See how page-per-hour rate limits work by pricing plan and at the organization level.
- [Supported File Types](https://docs.landing.ai/ade/ade-file-types.md): See which file types ADE can parse, including PDFs, images, Office files, and spreadsheets.
- [European Union (EU)](https://docs.landing.ai/ade/ade-eu.md): Use the EU-hosted ADE for data residency, GDPR compliance, and lower latency for European users.
- [Security and Privacy](https://docs.landing.ai/ade/ade-security.md): Review ADE security practices, zero data retention, and compliance certifications (GDPR, SOC 2, HIPAA).
- [Credit Consumption](https://docs.landing.ai/ade/ade-credit-consumption.md): Understand credit consumption rates for the ADE Gen1 Parse, Extract, Build Schema, Classify, Section, and Split APIs.
- [Overview](https://docs.landing.ai/ade/ade-sf-overview.md): Learn how to parse and extract data from documents in Snowflake with the ADE Marketplace app.
- [Install and Update](https://docs.landing.ai/ade/ade-sf-install.md): Install and update the ADE app from the Snowflake Marketplace.
- [Parse Documents](https://docs.landing.ai/ade/ade-sf-parse-cloud.md): Parse documents staged in Snowflake or at public URLs with the api.parse procedure.
- [Extract Fields from Parsed Output](https://docs.landing.ai/ade/ade-sf-extract-cloud.md): Extract key-value pairs from parsed Markdown in Snowflake with the api.extract procedure.
- [Grant Agentic Document Extraction Access to Stages](https://docs.landing.ai/ade/ade-sf-grant-access-to-stages.md): Grant the ADE Snowflake app access to the stages that hold the files you want to parse or extract.
- [App Name](https://docs.landing.ai/ade/ade-sf-app-name.md): Find your Snowflake app name for use in SQL commands that manage the ADE app.
- [LandingLens and LandingEdge Documentation](https://docs.landing.ai/landinglens-landingedge.md): Find LandingLens and LandingEdge documentation, now hosted on a dedicated site.
- [Legacy ADE Features](https://docs.landing.ai/ade/ade-overview-legacy.md): Review deprecated ADE features: the legacy endpoint, the agentic-doc library, and the DPT-1 and DPT-2 mini models.
- [ADE Parse](https://docs.landing.ai/api-reference/tools/ade-parse.md): Parse a document or spreadsheet.
- [ADE Extract](https://docs.landing.ai/api-reference/tools/ade-extract.md): Extract structured data from Markdown using a JSON schema.
- [ADE Extract Jobs](https://docs.landing.ai/api-reference/tools/ade-extract-jobs.md): Extract structured data asynchronously.
- [ADE List Extract Jobs](https://docs.landing.ai/api-reference/tools/ade-list-extract-jobs.md): List all async extract jobs associated with your API key.
- [ADE Get Extract Jobs](https://docs.landing.ai/api-reference/tools/ade-get-extract-jobs.md): Get the status for an async extract job.
- [ADE Build Extract Schema](https://docs.landing.ai/api-reference/tools/ade-build-extract-schema.md): Generate a JSON schema from Markdown using AI.
- [ADE Split](https://docs.landing.ai/api-reference/tools/ade-split.md): Split classification for documents.
- [ADE Section](https://docs.landing.ai/api-reference/tools/ade-section.md): Section parsed markdown into a hierarchical table of contents.
- [ADE Classify](https://docs.landing.ai/api-reference/tools/ade-classify.md): Classify the pages of a document into classes you define.
- [ADE Parse Jobs](https://docs.landing.ai/api-reference/tools/ade-parse-jobs.md): Parse documents asynchronously.
- [ADE List Parse Jobs](https://docs.landing.ai/api-reference/tools/ade-list-parse-jobs.md): List all async parse jobs associated with your API key. Returns the list of jobs or an error response. For EU users, use this endpoint:
- [ADE Get Parse Jobs](https://docs.landing.ai/api-reference/tools/ade-get-parse-jobs.md): Get the status for an async parse job.
- [Code Examples and Resources](https://docs.landing.ai/ade/ade-code-examples-resources.md): Browse ready-to-use code samples and sample projects for common document processing tasks.
- [Parse a Directory of Documents](https://docs.landing.ai/ade/ade-parse-directory-sample.md): Loop through a local folder and call the parse API on each supported file to process documents in bulk.
- [Async Parse: Processing Multiple Documents Concurrently](https://docs.landing.ai/ade/ade-parse-async-sample.md): Process multiple documents concurrently with async parsing to cut total processing time.
- [Visualize Parsed Chunks: Draw Bounding Boxes](https://docs.landing.ai/ade/ade-parse-visualize-sample.md): Draw color-coded bounding boxes on your document to see how each chunk type was parsed.
- [Save Parsed Chunks as Images](https://docs.landing.ai/ade/ade-parse-save-chunks-images-sample.md): Save each parsed chunk as a separate PNG to build datasets or analyze chunk quality.
- [Parse & Extract](https://docs.landing.ai/ade/ade-parse-extract-sample.md): Parse a document and extract specific fields from it using the Python or TypeScript library.
- [Link Extracted Data to Document Locations](https://docs.landing.ai/ade/ade-extract-grounding-sample.md): Trace each extracted value back to its location in the source document using extraction metadata.
- [Changelog](https://docs.landing.ai/ade/ade-changelog.md): Learn about updates and new features in ADE.

## OpenAPI Specs

- [LandingAI Agentic Document Extraction (ADE) Gen2 API: Parse, Extract, and Ground Documents with DPT-3](https://docs.landing.ai/dpt3/openapi-adev2.json)
- [LandingAI Agentic Document Extraction (ADE) Gen1 API: Parse, Extract, Classify, Split, Section](https://docs.landing.ai/ade/va_openapi_ade2.json)