# Humm

## Docs

- [Get Tool Output](https://heyhumm.ai/docs/api-reference/cache/get-tool-output.md): Retrieve cached tool output data by cache key.
- [Apply Command Editor Draft Route](https://heyhumm.ai/docs/api-reference/commands/apply-command-editor-draft-route.md): Apply an approved command editor draft.
- [Archive Command Editor Thread](https://heyhumm.ai/docs/api-reference/commands/archive-command-editor-thread.md): Archive a command editor workflow thread.
- [Create Command](https://heyhumm.ai/docs/api-reference/commands/create-command.md): Create a new command.
- [Create Command Editor Thread](https://heyhumm.ai/docs/api-reference/commands/create-command-editor-thread.md): Create a persisted command editor workflow thread.
- [Delete Command](https://heyhumm.ai/docs/api-reference/commands/delete-command.md): Delete a command.
- [Get Command](https://heyhumm.ai/docs/api-reference/commands/get-command.md): Get a single command by ID.
- [Get Command Editor Draft Route](https://heyhumm.ai/docs/api-reference/commands/get-command-editor-draft-route.md): Return the latest saved command editor draft.
- [List Command Editor Threads](https://heyhumm.ai/docs/api-reference/commands/list-command-editor-threads.md): List persisted command editor workflow threads for this command.
- [List Command Versions](https://heyhumm.ai/docs/api-reference/commands/list-command-versions.md): List historical versions for a command.
- [List Commands](https://heyhumm.ai/docs/api-reference/commands/list-commands.md): List commands for an organization.
- [Post Command Editor Draft Turn](https://heyhumm.ai/docs/api-reference/commands/post-command-editor-draft-turn.md): Create or revise a command edit draft without mutating the command.
- [Post Command Editor Draft Turn Stream](https://heyhumm.ai/docs/api-reference/commands/post-command-editor-draft-turn-stream.md): Stream a command editor draft turn for assistant-ui.
- [Restore Command Version](https://heyhumm.ai/docs/api-reference/commands/restore-command-version.md): Restore a command from a historical version snapshot.
- [Update Command](https://heyhumm.ai/docs/api-reference/commands/update-command.md): Update a command (name and/or content).
- [Create Context Source](https://heyhumm.ai/docs/api-reference/context-sources/create-context-source.md)
- [Create Github Config](https://heyhumm.ai/docs/api-reference/context-sources/create-github-config.md)
- [Delete Context Source](https://heyhumm.ai/docs/api-reference/context-sources/delete-context-source.md)
- [Delete Github Config](https://heyhumm.ai/docs/api-reference/context-sources/delete-github-config.md)
- [Get Context Source](https://heyhumm.ai/docs/api-reference/context-sources/get-context-source.md)
- [Get Context Sources](https://heyhumm.ai/docs/api-reference/context-sources/get-context-sources.md)
- [Get Github Config](https://heyhumm.ai/docs/api-reference/context-sources/get-github-config.md)
- [Get Github Configs](https://heyhumm.ai/docs/api-reference/context-sources/get-github-configs.md)
- [Reembed Context Source](https://heyhumm.ai/docs/api-reference/context-sources/reembed-context-source.md)
- [Update Context Source](https://heyhumm.ai/docs/api-reference/context-sources/update-context-source.md)
- [Update Github Config](https://heyhumm.ai/docs/api-reference/context-sources/update-github-config.md)
- [Bulk Update Entity Link Status](https://heyhumm.ai/docs/api-reference/entity-links/bulk-update-entity-link-status.md): Bulk update status (and optional confidence_score) for multiple entity links.
- [Create Entity Link](https://heyhumm.ai/docs/api-reference/entity-links/create-entity-link.md): Create a new cross-source entity link.
- [Get Entity Link](https://heyhumm.ai/docs/api-reference/entity-links/get-entity-link.md): Get a specific entity link by ID.
- [List Entity Links](https://heyhumm.ai/docs/api-reference/entity-links/list-entity-links.md): List entity links for an organization.
- [Update Entity Link](https://heyhumm.ai/docs/api-reference/entity-links/update-entity-link.md): Update status, confidence_score, or evidence for an entity link.
- [Create Feedback](https://heyhumm.ai/docs/api-reference/feedback/create-feedback.md): Create new feedback for a thread.
- [Delete Feedback](https://heyhumm.ai/docs/api-reference/feedback/delete-feedback.md): Delete a feedback entry.
- [Get Feedback By Id](https://heyhumm.ai/docs/api-reference/feedback/get-feedback-by-id.md): Get a specific feedback entry by ID.
- [Get Thread Run Ids](https://heyhumm.ai/docs/api-reference/feedback/get-thread-run-ids.md): Get all available run IDs for a thread.
- [Update Feedback](https://heyhumm.ai/docs/api-reference/feedback/update-feedback.md): Update a feedback entry.
- [Bulk Update Integration Source Relationship Status](https://heyhumm.ai/docs/api-reference/integration-sources/bulk-update-integration-source-relationship-status.md): Bulk update status (and optional score/evidence) for multiple relationships.
- [Bulk Update Saas Association Status](https://heyhumm.ai/docs/api-reference/integration-sources/bulk-update-saas-association-status.md): Bulk update status (and optional score/evidence) for SaaS associations.
- [Create Integration Source](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source.md): Create a new integration source.
- [Create Integration Source Column](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source-column.md): Create a new column for an integration source table.
- [Create Integration Source Database](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source-database.md): Create a new database for an integration source.
- [Create Integration Source Relationship](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source-relationship.md): Create a relationship between integration source tables.
- [Create Integration Source Schema](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source-schema.md): Create a new schema for an integration source database.
- [Create Integration Source Table](https://heyhumm.ai/docs/api-reference/integration-sources/create-integration-source-table.md): Create a new table for an integration source schema.
- [Create Saas Association](https://heyhumm.ai/docs/api-reference/integration-sources/create-saas-association.md): Create a new SaaS association for an integration source.
- [Create Saas Field](https://heyhumm.ai/docs/api-reference/integration-sources/create-saas-field.md): Create a new SaaS field for a SaaS object.
- [Create Saas Object](https://heyhumm.ai/docs/api-reference/integration-sources/create-saas-object.md): Create a new SaaS object for an integration source.
- [Delete Integration Source](https://heyhumm.ai/docs/api-reference/integration-sources/delete-integration-source.md): Delete an integration source.
- [Delete Integration Source Database](https://heyhumm.ai/docs/api-reference/integration-sources/delete-integration-source-database.md): Delete an integration source database.
- [Delete Integration Source Schema](https://heyhumm.ai/docs/api-reference/integration-sources/delete-integration-source-schema.md): Delete an integration source schema.
- [Delete Integration Source Table](https://heyhumm.ai/docs/api-reference/integration-sources/delete-integration-source-table.md): Delete an integration source table.
- [Delete Saas Association](https://heyhumm.ai/docs/api-reference/integration-sources/delete-saas-association.md): Delete a SaaS association from an integration source.
- [Delete Saas Field](https://heyhumm.ai/docs/api-reference/integration-sources/delete-saas-field.md): Delete a SaaS field.
- [Delete Saas Object](https://heyhumm.ai/docs/api-reference/integration-sources/delete-saas-object.md): Delete a SaaS object and all its fields.
- [Generate Column Description](https://heyhumm.ai/docs/api-reference/integration-sources/generate-column-description.md): Generate an AI-powered description for a single column.
- [Generate Database Description](https://heyhumm.ai/docs/api-reference/integration-sources/generate-database-description.md): Generate an AI-powered description for a single database.
- [Generate Database Schema Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/generate-database-schema-descriptions.md): Generate AI-powered descriptions for all schemas in a database.
- [Generate Schema Description](https://heyhumm.ai/docs/api-reference/integration-sources/generate-schema-description.md): Generate an AI-powered description for a single schema.
- [Generate Schema Table Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/generate-schema-table-descriptions.md): Generate AI-powered descriptions for all tables in a schema.
- [Generate Source Database Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/generate-source-database-descriptions.md): Generate AI-powered descriptions for all databases in a source.
- [Generate Source Description](https://heyhumm.ai/docs/api-reference/integration-sources/generate-source-description.md): Generate an AI-powered description for an integration source.
- [Generate Table Column Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/generate-table-column-descriptions.md): Generate AI-powered descriptions for all columns in a table.
- [Generate Table Description](https://heyhumm.ai/docs/api-reference/integration-sources/generate-table-description.md): Generate an AI-powered description for a single table.
- [Get Available Tools](https://heyhumm.ai/docs/api-reference/integration-sources/get-available-tools.md): Get all available tools for an integration source with their enablement status.
- [Get Connector Fields](https://heyhumm.ai/docs/api-reference/integration-sources/get-connector-fields.md): Get required fields and metadata for a specific connector type.
- [Get Field Options](https://heyhumm.ai/docs/api-reference/integration-sources/get-field-options.md): Fetch dynamic options for a configuration field using the connector's tools.
- [Get Integration Source](https://heyhumm.ai/docs/api-reference/integration-sources/get-integration-source.md): Get a specific integration source.
- [Get Saas Catalog](https://heyhumm.ai/docs/api-reference/integration-sources/get-saas-catalog.md): Get SaaS catalog with objects and their fields for an integration source.
- [Get Saas Field](https://heyhumm.ai/docs/api-reference/integration-sources/get-saas-field.md): Get a specific SaaS field.
- [Get Saas Object](https://heyhumm.ai/docs/api-reference/integration-sources/get-saas-object.md): Get a specific SaaS object.
- [Get Sync Status](https://heyhumm.ai/docs/api-reference/integration-sources/get-sync-status.md): Get Airbyte sync status for an integration source.
- [List All Integration Source Columns](https://heyhumm.ai/docs/api-reference/integration-sources/list-all-integration-source-columns.md): List all columns for an integration source across all tables.
- [List Connector Types](https://heyhumm.ai/docs/api-reference/integration-sources/list-connector-types.md): Get all available connector types with their metadata from the dynamic registry.
- [List Integration Source Columns](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-source-columns.md): List all columns for an integration source table.
- [List Integration Source Databases](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-source-databases.md): List all databases for an integration source.
- [List Integration Source Relationships](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-source-relationships.md): List relationships for a given integration source.
- [List Integration Source Schemas](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-source-schemas.md): List all schemas for an integration source database.
- [List Integration Source Tables](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-source-tables.md): List all tables for an integration source schema.
- [List Integration Sources](https://heyhumm.ai/docs/api-reference/integration-sources/list-integration-sources.md): List all integration sources accessible to the user.
- [List Saas Associations](https://heyhumm.ai/docs/api-reference/integration-sources/list-saas-associations.md): List all SaaS associations for an integration source, optionally filtered by from/to object IDs.
- [List Saas Fields](https://heyhumm.ai/docs/api-reference/integration-sources/list-saas-fields.md): List all SaaS fields for a SaaS object.
- [List Saas Objects](https://heyhumm.ai/docs/api-reference/integration-sources/list-saas-objects.md): List all SaaS objects for an integration source.
- [Sync Integration Source Database Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/sync-integration-source-database-descriptions.md): Queue jobs to sync descriptions for all schemas in an integration source database.
- [Sync Integration Source Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/sync-integration-source-descriptions.md): Queue a job to sync descriptions for an integration source schema.
- [Sync Saas Integration Source Descriptions](https://heyhumm.ai/docs/api-reference/integration-sources/sync-saas-integration-source-descriptions.md): Sync descriptions for SaaS objects and fields in an integration source.
- [Test Integration Connection](https://heyhumm.ai/docs/api-reference/integration-sources/test-integration-connection.md): Queue a non-blocking connection test for an integration source.
- [Trigger Integration Source Database Introspection](https://heyhumm.ai/docs/api-reference/integration-sources/trigger-integration-source-database-introspection.md): Trigger introspection for a specific database within an integration source.
- [Trigger Integration Source Embeddings](https://heyhumm.ai/docs/api-reference/integration-sources/trigger-integration-source-embeddings.md): Start embeddings update for an integration source.
- [Trigger Integration Source Introspection](https://heyhumm.ai/docs/api-reference/integration-sources/trigger-integration-source-introspection.md): Trigger introspection for an integration source.
- [Trigger Integration Source Metadata Enrichment](https://heyhumm.ai/docs/api-reference/integration-sources/trigger-integration-source-metadata-enrichment.md): Start metadata enrichment for an integration source.
- [Update Enabled Tools](https://heyhumm.ai/docs/api-reference/integration-sources/update-enabled-tools.md): Update the list of enabled tools for an integration source.
- [Update Integration Source](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source.md): Update an integration source.
- [Update Integration Source Column](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source-column.md): Update an integration source column.
- [Update Integration Source Database](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source-database.md): Update an integration source database.
- [Update Integration Source Relationship](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source-relationship.md): Update status, score, or evidence for an integration source relationship.
- [Update Integration Source Schema](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source-schema.md): Update an integration source schema.
- [Update Integration Source Table](https://heyhumm.ai/docs/api-reference/integration-sources/update-integration-source-table.md): Update an integration source table.
- [Update Saas Association](https://heyhumm.ai/docs/api-reference/integration-sources/update-saas-association.md): Update fields (including status/score/evidence) for a SaaS association.
- [Update Saas Field](https://heyhumm.ai/docs/api-reference/integration-sources/update-saas-field.md): Update a SaaS field.
- [Update Saas Object](https://heyhumm.ai/docs/api-reference/integration-sources/update-saas-object.md): Update a SaaS object.
- [Execute Tool](https://heyhumm.ai/docs/api-reference/mcp/execute-tool.md)
- [Get Tool Detail](https://heyhumm.ai/docs/api-reference/mcp/get-tool-detail.md)
- [List Connections](https://heyhumm.ai/docs/api-reference/mcp/list-connections.md)
- [Search Context](https://heyhumm.ai/docs/api-reference/mcp/search-context.md)
- [Search Tools](https://heyhumm.ai/docs/api-reference/mcp/search-tools.md)
- [Create Memory](https://heyhumm.ai/docs/api-reference/memories/create-memory.md): Create a new memory.
- [Delete Memory](https://heyhumm.ai/docs/api-reference/memories/delete-memory.md): Soft delete a memory by setting status to rejected.
- [Get Memory](https://heyhumm.ai/docs/api-reference/memories/get-memory.md): Get a single memory by ID.
- [List Memories](https://heyhumm.ai/docs/api-reference/memories/list-memories.md): List memories with optional filters.
- [Search Memories](https://heyhumm.ai/docs/api-reference/memories/search-memories.md): Semantic search for memories using vector similarity.
- [Update Memory](https://heyhumm.ai/docs/api-reference/memories/update-memory.md): Update a memory (status, tags, etc.).
- [Create Organization Member](https://heyhumm.ai/docs/api-reference/organization-members/create-organization-member.md)
- [Create Organization Member By Email](https://heyhumm.ai/docs/api-reference/organization-members/create-organization-member-by-email.md)
- [Delete Organization Member](https://heyhumm.ai/docs/api-reference/organization-members/delete-organization-member.md)
- [Get Organization Members](https://heyhumm.ai/docs/api-reference/organization-members/get-organization-members.md)
- [Update Organization Member](https://heyhumm.ai/docs/api-reference/organization-members/update-organization-member.md)
- [Get Ontology Version](https://heyhumm.ai/docs/api-reference/organizations/get-ontology-version.md)
- [Get Organization](https://heyhumm.ai/docs/api-reference/organizations/get-organization.md)
- [Get Organization Ontology](https://heyhumm.ai/docs/api-reference/organizations/get-organization-ontology.md)
- [Get Organizations](https://heyhumm.ai/docs/api-reference/organizations/get-organizations.md): Get all organizations the user has access to
- [Get Storage Settings](https://heyhumm.ai/docs/api-reference/organizations/get-storage-settings.md): Get organization-level sync storage settings.
- [List Ontology Versions](https://heyhumm.ai/docs/api-reference/organizations/list-ontology-versions.md)
- [Update Organization](https://heyhumm.ai/docs/api-reference/organizations/update-organization.md)
- [Update Organization Ontology](https://heyhumm.ai/docs/api-reference/organizations/update-organization-ontology.md)
- [Update Storage Settings](https://heyhumm.ai/docs/api-reference/organizations/update-storage-settings.md): Update organization-level sync storage settings.
- [Validate Storage Settings](https://heyhumm.ai/docs/api-reference/organizations/validate-storage-settings.md): Validate customer-hosted storage settings without persisting them.
- [Delete Run](https://heyhumm.ai/docs/api-reference/reports/delete-run.md): Delete a report run and its associated thread.
- [Get Inbox](https://heyhumm.ai/docs/api-reference/reports/get-inbox.md): Get user's reports inbox.
- [Get Run Details](https://heyhumm.ai/docs/api-reference/reports/get-run-details.md): Get detailed information about a specific run.
- [Get Run Formatted](https://heyhumm.ai/docs/api-reference/reports/get-run-formatted.md): Get run details with formatted thread content optimized for UI rendering.
- [Get Schedule History](https://heyhumm.ai/docs/api-reference/reports/get-schedule-history.md): Get run history for a schedule.
- [Mark Run As Read](https://heyhumm.ai/docs/api-reference/reports/mark-run-as-read.md): Mark a run as read.
- [Trigger Schedule Run](https://heyhumm.ai/docs/api-reference/reports/trigger-schedule-run.md): Manually trigger a scheduled report for the current user.
- [Create Role](https://heyhumm.ai/docs/api-reference/roles/create-role.md)
- [Delete Role](https://heyhumm.ai/docs/api-reference/roles/delete-role.md)
- [Get Role](https://heyhumm.ai/docs/api-reference/roles/get-role.md)
- [List Roles](https://heyhumm.ai/docs/api-reference/roles/list-roles.md): List all roles: built-in system roles + custom org roles.
- [Set Role Permissions](https://heyhumm.ai/docs/api-reference/roles/set-role-permissions.md): Replace all permissions for a role. Full replacement semantics in a single transaction.
- [Update Role](https://heyhumm.ai/docs/api-reference/roles/update-role.md)
- [Add Subscriber](https://heyhumm.ai/docs/api-reference/schedules/add-subscriber.md): Add a subscriber to a schedule.
- [Create Schedule](https://heyhumm.ai/docs/api-reference/schedules/create-schedule.md): Create a schedule for a command.
- [Delete Schedule](https://heyhumm.ai/docs/api-reference/schedules/delete-schedule.md): Delete a schedule and its associated data.
- [List All Schedules](https://heyhumm.ai/docs/api-reference/schedules/list-all-schedules.md): List all schedules for an organization.
- [List Schedules For Command](https://heyhumm.ai/docs/api-reference/schedules/list-schedules-for-command.md): List schedules for a command.
- [List Subscribers](https://heyhumm.ai/docs/api-reference/schedules/list-subscribers.md): List subscribers for a schedule.
- [Remove Subscriber](https://heyhumm.ai/docs/api-reference/schedules/remove-subscriber.md): Remove a subscriber from a schedule.
- [Update Schedule](https://heyhumm.ai/docs/api-reference/schedules/update-schedule.md): Update a schedule's settings.
- [Cancel Thread](https://heyhumm.ai/docs/api-reference/threads/cancel-thread.md): Cancel a running analysis thread.
- [Create Command From Thread](https://heyhumm.ai/docs/api-reference/threads/create-command-from-thread.md): Create a reusable command from a thread conversation via LLM.
- [Delete Thread](https://heyhumm.ai/docs/api-reference/threads/delete-thread.md): Delete a thread and all its associated data.
- [Get Supported Models](https://heyhumm.ai/docs/api-reference/threads/get-supported-models.md): Returns the list of models that can be used for thread creation.
- [Get Thread](https://heyhumm.ai/docs/api-reference/threads/get-thread.md): Get a specific thread in its raw state, including OpenAI style messages array with tool calls.
- [Get Thread Formatted](https://heyhumm.ai/docs/api-reference/threads/get-thread-formatted.md): Get a specific thread with optimized format for frontend rendering.
- [Get Thread Status](https://heyhumm.ai/docs/api-reference/threads/get-thread-status.md): Get thread status for polling.  Uses lightweight validation to avoid loading the full thread state.
- [Get Threads](https://heyhumm.ai/docs/api-reference/threads/get-threads.md): Get threads for a specific organization with pagination support.
- [Search Threads](https://heyhumm.ai/docs/api-reference/threads/search-threads.md): Search threads using semantic similarity on title and last_message.
- [Start Thread](https://heyhumm.ai/docs/api-reference/threads/start-thread.md): Starts an AI analysis in the background and returns immediately with thread metadata. This endpoint enables polling-based UI updates by starting agent execution in the background and returning thread information immediately.
- [Update Thread](https://heyhumm.ai/docs/api-reference/threads/update-thread.md): Update a thread's metadata (e.g., title).
- [Presign Uploads](https://heyhumm.ai/docs/api-reference/uploads/presign-uploads.md): Return presigned S3 PUT URLs for direct browser upload.
- [Process Uploads](https://heyhumm.ai/docs/api-reference/uploads/process-uploads.md): Process raw files uploaded to S3 via presigned URLs.
- [Upload Files](https://heyhumm.ai/docs/api-reference/uploads/upload-files.md): Upload and parse CSV/XLSX files, cache as DataFrames in S3.
- [Create Or Update User Identifier](https://heyhumm.ai/docs/api-reference/user-identifiers/create-or-update-user-identifier.md): Create or update a user identifier.
- [Delete User Identifier](https://heyhumm.ai/docs/api-reference/user-identifiers/delete-user-identifier.md): Delete a user identifier.
- [List Integration Source User Identifiers](https://heyhumm.ai/docs/api-reference/user-identifiers/list-integration-source-user-identifiers.md): List all user identifiers for a specific integration source.
- [List User Identifiers](https://heyhumm.ai/docs/api-reference/user-identifiers/list-user-identifiers.md): List all identifiers for a user across integration sources.
- [Trigger User Identification](https://heyhumm.ai/docs/api-reference/user-identifiers/trigger-user-identification.md): Trigger user identification process for all users or a specific user.
- [Assign User Role](https://heyhumm.ai/docs/api-reference/user-roles/assign-user-role.md): Assign a role to a user.
- [List User Roles](https://heyhumm.ai/docs/api-reference/user-roles/list-user-roles.md): List all role assignments in the organization.
- [List User Roles For User](https://heyhumm.ai/docs/api-reference/user-roles/list-user-roles-for-user.md): List all role assignments for a specific user in the organization.
- [Revoke User Role](https://heyhumm.ai/docs/api-reference/user-roles/revoke-user-role.md): Revoke a role assignment.
- [Commands](https://heyhumm.ai/docs/features/commands.md): Save and reuse prompts to automate repetitive analyses.
- [Memories](https://heyhumm.ai/docs/features/memories.md): Teach Humm your business definitions, data relationships, and preferences.
- [Ontology](https://heyhumm.ai/docs/features/ontology.md): How Humm maps your business entities, relationships, and metrics.
- [Scheduled Commands](https://heyhumm.ai/docs/features/scheduled-commands.md): Automate report generation by running saved commands on a regular schedule.
- [Threads](https://heyhumm.ai/docs/features/threads.md): Have conversations with Humm to explore your data and get answers.
- [Getting Started](https://heyhumm.ai/docs/getting-started.md): Set up Humm and ask your first question in under ten minutes.
- [Context Management via API](https://heyhumm.ai/docs/guides/context-management-api.md): Use the Humm API to review and update memories, ontology, and commands with a safe preview-and-apply workflow.
- [Creating BigQuery Service Account Credentials](https://heyhumm.ai/docs/guides/creating-bigquery-service-account-credentials.md): How to generate and configure service account credentials for BigQuery integrations.
- [Creating Snowflake Private Keys](https://heyhumm.ai/docs/guides/creating-snowflake-private-keys.md): How to generate and configure private keys for Snowflake integrations.
- [Customer-Hosted Data Sync](https://heyhumm.ai/docs/guides/customer-hosted-data-sync.md)
- [Humm MCP Server](https://heyhumm.ai/docs/guides/humm-mcp-server.md): Connect to Humm from any MCP-compatible AI assistant and run queries without leaving your workflow.
- [Manage Commands via API](https://heyhumm.ai/docs/guides/manage-commands-via-api.md): Create, update, and verify reusable Humm commands through the Analyst API.
- [Manage Memories via API](https://heyhumm.ai/docs/guides/manage-memories-via-api.md): Search, review, update, and verify Humm memories using the public API.
- [Manage Ontology via API](https://heyhumm.ai/docs/guides/manage-ontology-via-api.md): Review and update your business ontology through the Humm Config API with versioned changes.
- [Introduction](https://heyhumm.ai/docs/index.md): Humm connects your data sources and answers customer questions in plain English.
- [Amplitude](https://heyhumm.ai/docs/integrations/amplitude.md): Connect to Amplitude for product analytics, event segmentation, and user behavior data.
- [Amazon Athena](https://heyhumm.ai/docs/integrations/athena.md): Query your S3 data lake via Athena and AWS Glue Data Catalog.
- [Attio](https://heyhumm.ai/docs/integrations/attio.md): Connect to Attio CRM for contact management and deal tracking.
- [BigQuery](https://heyhumm.ai/docs/integrations/bigquery.md): Connect to Google BigQuery data warehouse.
- [Chargebee](https://heyhumm.ai/docs/integrations/chargebee.md): Connect to Chargebee for subscription billing, invoices, and customer data.
- [ChurnZero](https://heyhumm.ai/docs/integrations/churnzero.md): Connect to ChurnZero customer success platform.
- [Confluence](https://heyhumm.ai/docs/integrations/confluence.md): Search and read your team's Confluence spaces and pages.
- [Custom REST API](https://heyhumm.ai/docs/integrations/custom-rest-api.md): Connect to any REST API.
- [Customer.io (Data Sync)](https://heyhumm.ai/docs/integrations/customerio-sync.md): Sync Customer.io campaigns and messaging activity into your warehouse.
- [Databricks](https://heyhumm.ai/docs/integrations/databricks.md): Connect to Databricks SQL warehouses.
- [Delighted (Data Sync)](https://heyhumm.ai/docs/integrations/delighted-sync.md): Sync Delighted survey responses and people data into your warehouse.
- [Freshdesk (Data Sync)](https://heyhumm.ai/docs/integrations/freshdesk-sync.md): Sync Freshdesk tickets, contacts, and support data into your warehouse.
- [Gong](https://heyhumm.ai/docs/integrations/gong.md): Connect to Gong revenue intelligence platform.
- [Help Scout (Data Sync)](https://heyhumm.ai/docs/integrations/helpscout-sync.md): Sync Help Scout conversations, inboxes, and customer support data into your warehouse.
- [HubSpot](https://heyhumm.ai/docs/integrations/hubspot.md): Connect to HubSpot CRM for contacts, companies, deals, and custom objects.
- [Intercom](https://heyhumm.ai/docs/integrations/intercom.md): Connect to Intercom customer messaging platform.
- [Jira](https://heyhumm.ai/docs/integrations/jira.md): Connect to Atlassian Jira for issue tracking and project management.
- [Linear](https://heyhumm.ai/docs/integrations/linear.md): Connect to Linear for issue tracking and project management.
- [Meta Ads (Data Sync)](https://heyhumm.ai/docs/integrations/meta-ads-sync.md): Sync Meta Ads campaign and performance data into your warehouse.
- [Mixpanel](https://heyhumm.ai/docs/integrations/mixpanel.md): Connect to Mixpanel product analytics.
- [Monday.com (Data Sync)](https://heyhumm.ai/docs/integrations/monday-sync.md): Sync Monday.com boards, items, and updates into your warehouse.
- [MySQL](https://heyhumm.ai/docs/integrations/mysql.md): Connect to MySQL databases.
- [Integrations](https://heyhumm.ai/docs/integrations/overview.md): Connect your data sources so Humm can answer questions about your customers.
- [Pendo](https://heyhumm.ai/docs/integrations/pendo.md): Connect to Pendo product experience platform.
- [PostgreSQL (Data Sync)](https://heyhumm.ai/docs/integrations/postgres-sync.md): Sync PostgreSQL tables into your warehouse for reporting and cross-system analysis.
- [PostgreSQL](https://heyhumm.ai/docs/integrations/postgresql.md): Connect to PostgreSQL databases.
- [PostHog](https://heyhumm.ai/docs/integrations/posthog.md): Connect to PostHog product analytics.
- [Productboard (Data Sync)](https://heyhumm.ai/docs/integrations/productboard-sync.md): Sync Productboard features, notes, and roadmap data into your warehouse.
- [S3 (Data Sync)](https://heyhumm.ai/docs/integrations/s3-sync.md): Sync CSV, JSONL, Parquet, or Avro files from an S3 bucket into your warehouse.
- [Salesforce](https://heyhumm.ai/docs/integrations/salesforce.md): Connect to Salesforce CRM.
- [Snowflake](https://heyhumm.ai/docs/integrations/snowflake.md): Connect to Snowflake's cloud data platform.
- [Statsig (Data Sync)](https://heyhumm.ai/docs/integrations/statsig-sync.md): Sync Statsig experiments, feature gates, and metrics into your warehouse.
- [Stripe (Data Sync)](https://heyhumm.ai/docs/integrations/stripe-sync.md): Sync Stripe billing data into your warehouse for subscription, payment, and revenue analysis.
- [SurveyMonkey (Data Sync)](https://heyhumm.ai/docs/integrations/surveymonkey-sync.md): Sync SurveyMonkey surveys and responses into your warehouse.
- [Typeform (Data Sync)](https://heyhumm.ai/docs/integrations/typeform-sync.md): Sync Typeform forms and responses into your warehouse.
- [Zendesk](https://heyhumm.ai/docs/integrations/zendesk.md): Connect to Zendesk for customer support tickets, users, and organizations.
- [Zoom (Data Sync)](https://heyhumm.ai/docs/integrations/zoom-sync.md): Sync Zoom meeting and webinar data into your warehouse.

## OpenAPI Specs

- [openapi](https://analyst.heyhumm.ai/api/openapi.json)