add_document_feedback
Submit corrected field values for a previously extracted document to enable continuous learning. Uses the object ID returned from extraction along with verified field name-value pairs to improve future extraction accuracy. This feedback mechanism allows Typless to learn incrementally from every human validation.
extract_document
Extract structured data from a document file using a configured document type. Submits a document (PDF, JPG, BMP, PNG, TIFF) and returns extracted fields with confidence scores, coordinates, and recognized values. Each field may have up to 5 predicted values ranked by confidence. Dates are normalized to YYYY-MM-DD and numbers to decimal format.
list_document_types
Retrieve all document types configured in your Typless account. Returns each document type's slug, name, field counts, and model information. Use this to discover available document types before extracting data or managing training.
manage_user_profile
Retrieve or update the authenticated user's profile. When called without update fields, returns the current profile. When update fields are provided, updates the profile and returns the updated information. Supports updating first name, last name, and email address.
start_training
Trigger model training for a specific document type. After adding documents to the dataset, use this to build or update the extraction model. Training must complete before the model can be used for accurate data extraction.
get_extraction_result
Poll for the result of an asynchronous document extraction. Returns the current processing status and extracted data when available. The status can be one of: PROCESSING, SUCCESS, FAILURE, or EXPIRED (48 hours after completion). Use this after submitting a document for async extraction.
Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.
Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.
Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.
Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.
Create, read, update, and delete pages, blog posts, comments, and attachments in Confluence spaces. Manage spaces, permissions, labels, and content restrictions. Search content using Confluence Query Language (CQL). Upload and download file attachments with versioning. Manage users, groups, and group memberships. Create and manage whiteboards, databases, folders, and templates. View and update inline tasks. Access audit logs. Listen for webhooks on page, blog, comment, attachment, space, label, and user events.
Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.
Extract structured data from documents such as invoices, receipts, and purchase orders using AI-powered OCR. Upload PDF, JPG, PNG, TIFF, or BMP files and receive extracted field values with confidence scores. Manage document types to configure which fields to extract, build training datasets by adding validated documents, and provide feedback on extraction results to continuously improve model accuracy. Supports 170+ languages and normalizes dates and numbers automatically.
Common questions about connecting Typless to AI agents with Metorial.
