Graphlit

queryProjectUsage

Queries project usage records. Usage record name describes the operation, i.e. 'Prompt completion', 'Text embedding', 'GraphQL', 'Entity Event'. 'GraphQL' usage records are used for GraphQL operations, i.e. 'queryContents', 'retrieveSources', 'askGraphlit', etc. 'Entity Event' usage records are used for async compute operations. 'Text embedding' usage records are used for text embedding operations. 'Prompt completion' usage records are used for LLM prompt completion operations, i.e. when using 'promptConversation'. 'Data extraction' usage records are used for data extraction operations, using LLMs to extract knowledge graph entities. Look at 'metric' field for the type of metric captured in the usage record, i.e. BYTES, TOKENS, UNITS, REQUESTS. Look for 'credits' field which describes how many credits were charged by the operation. Look for 'promptTokens', 'completionTokens' and (total) 'tokens' fields which describe the number of tokens used by the operation. Look for 'request', 'response' and 'variables' fields which describe the GraphQL operation. Look for 'count' for the number of units used by the operation, for example, number of pages processed by document preparation. Accepts an optional recency filter for usage records 'in last' timespan. Returns a list of usage records, which describe the billable audit log of all Graphlit API operations.

Graphlit

Available Tools(71)

addContentsToCollectionAdd contents to a collection. Accepts a collection identifier and a list of content identifiers to add to collection. Returns the collection identifier.

deleteContentDeletes content from Graphlit knowledge base. Accepts content identifier. Returns the content identifier and content state, i.e. Deleted.

deleteFeedDeletes feed from Graphlit knowledge base. *Does* delete the contents in the feed, in addition to the feed itself. Accepts feed identifier. Returns the feed identifier and feed state, i.e. Deleted.

deleteConversationsDeletes conversations from Graphlit knowledge base. Accepts optional limit of how many conversations to delete, defaults to 100. Returns the conversation identifiers and conversation state, i.e. Deleted.

isContentDoneCheck if content has completed asynchronous ingestion. Accepts a content identifier which was returned from one of the non-feed ingestion tools, like ingestUrl. Returns whether the content is done or not.

listNotionDatabasesLists available Notion databases. Requires environment variable to be configured: NOTION_API_KEY. Returns a list of Notion databases, where the database identifier can be used with ingestNotionPages to ingest pages into Graphlit knowledge base.

listBoxFoldersLists available Box folders. Requires environment variables to be configured: BOX_CLIENT_ID, BOX_CLIENT_SECRET, BOX_REFRESH_TOKEN. Returns a list of Box folders that can be used with file ingestion tools.

listDiscordChannelsLists available Discord channels in a guild. Requires environment variable to be configured: DISCORD_BOT_TOKEN. Returns a list of Discord channels that can be used with Discord ingestion tools.

listGoogleCalendarsLists available Google calendars. Requires environment variables to be configured: GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET, GOOGLE_REFRESH_TOKEN. Returns a list of Google calendars that can be used with calendar ingestion tools.

listLinearProjectsLists available Linear projects. Requires environment variable to be configured: LINEAR_API_KEY. Returns a list of Linear projects, where the project name can be used with ingestLinearIssues to ingest issues into Graphlit knowledge base.

screenshotPageScreenshots web page from URL. Executes *synchronously* and returns the content identifier.

describeImageContentPrompts vision LLM and returns description of image content. Accepts content identifier as string, and optional prompt for image description. Returns Markdown text from LLM completion.

createCollectionCreate a collection. Accepts a collection name, and optional list of content identifiers to add to collection. Returns the collection identifier

removeContentsFromCollectionRemove contents from collection. Accepts a collection identifier and a list of content identifiers to remove from collection. Returns the collection identifier.

deleteConversationDeletes conversation from Graphlit knowledge base. Accepts conversation identifier. Returns the conversation identifier and content state, i.e. Deleted.

deleteCollectionDeletes collection from Graphlit knowledge base. Does *not* delete the contents in the collection, only the collection itself. Accepts collection identifier. Returns the collection identifier and collection state, i.e. Deleted.

deleteCollectionsDeletes collections from Graphlit knowledge base. Does *not* delete the contents in the collections, only the collections themselves. Accepts optional limit of how many collections to delete, defaults to 100. Returns the collection identifiers and collection state, i.e. Deleted.

isFeedDoneCheck if an asynchronous feed has completed ingesting all the available content. Accepts a feed identifier which was returned from one of the ingestion tools, like ingestGoogleDriveFiles. Returns whether the feed is done or not.

listDropboxFoldersLists available Dropbox folders. Requires environment variables to be configured: DROPBOX_APP_KEY, DROPBOX_APP_SECRET, DROPBOX_REFRESH_TOKEN. Returns a list of Dropbox folders that can be used with file ingestion tools.

listDiscordGuildsLists available Discord guilds (servers). Requires environment variable to be configured: DISCORD_BOT_TOKEN. Returns a list of Discord guilds that the bot has access to.

listNotionPagesLists pages from a Notion database. Requires environment variable to be configured: NOTION_API_KEY. Returns a list of Notion pages in the specified database.

listMicrosoftCalendarsLists available Microsoft calendars. Requires environment variables to be configured: MICROSOFT_CLIENT_ID, MICROSOFT_CLIENT_SECRET, MICROSOFT_REFRESH_TOKEN. Returns a list of Microsoft calendars that can be used with calendar ingestion tools.

listSlackChannelsLists available Slack channels. Requires environment variable to be configured: SLACK_BOT_TOKEN. Returns a list of Slack channels, where the channel name can be used with ingestSlackMessages to ingest messages into Graphlit knowledge base.

webMapEnumerates the web pages at or beneath the provided URL using web sitemap. Does *not* ingest web pages into Graphlit knowledge base. Accepts web site URL as string. Returns list of mapped URIs from web site.

describeImageUrlPrompts vision LLM and returns completion. Does *not* ingest image into Graphlit knowledge base. Accepts image URL as string. Returns Markdown text from LLM completion.