# API Guides - [Use Case Library](https://docs.graphlit.dev/api-guides/use-cases.md) - [Content Foundations](https://docs.graphlit.dev/api-guides/use-cases/content.md) - [Batch Delete Content](https://docs.graphlit.dev/api-guides/use-cases/content/content-batch-delete.md) - [Delete](https://docs.graphlit.dev/api-guides/use-cases/content/content-delete.md) - [Document Metadata Queries](https://docs.graphlit.dev/api-guides/use-cases/content/content-document-metadata-queries.md) - [Email Metadata Queries](https://docs.graphlit.dev/api-guides/use-cases/content/content-email-metadata-queries.md) - [Get Complete Content Details](https://docs.graphlit.dev/api-guides/use-cases/content/get-complete-content-details.md) - [Get Content Details](https://docs.graphlit.dev/api-guides/use-cases/content/content-get.md) - [Ingest Encoded File](https://docs.graphlit.dev/api-guides/use-cases/content/content-ingest-encoded-file.md) - [Ingest Event](https://docs.graphlit.dev/api-guides/use-cases/content/content-ingest-event.md) - [Ingest Text](https://docs.graphlit.dev/api-guides/use-cases/content/content-ingest-text.md) - [Ingest URI (Basic)](https://docs.graphlit.dev/api-guides/use-cases/content/content-ingest-uri-basic.md) - [Ingest URI with Workflow](https://docs.graphlit.dev/api-guides/use-cases/content/content-ingest-uri-with-workflow.md) - [Poll for Completion](https://docs.graphlit.dev/api-guides/use-cases/content/content-is-done-polling.md) - [Lifecycle States](https://docs.graphlit.dev/api-guides/use-cases/content/content-lifecycle-states.md) - [Message Metadata Queries](https://docs.graphlit.dev/api-guides/use-cases/content/content-message-metadata-queries.md) - [Metadata Filtering Strategies](https://docs.graphlit.dev/api-guides/use-cases/content/content-metadata-filtering-strategies.md) - [Metadata Structure by Content Type](https://docs.graphlit.dev/api-guides/use-cases/content/content-metadata-structure.md) - [Publish Content as Audio](https://docs.graphlit.dev/api-guides/use-cases/content/content-publish-audio.md) - [Publish Content Summary](https://docs.graphlit.dev/api-guides/use-cases/content/content-publish-summary.md) - [Query Performance Patterns](https://docs.graphlit.dev/api-guides/use-cases/content/content-query-performance-patterns.md) - [Query Similar Content](https://docs.graphlit.dev/api-guides/use-cases/content/content-query-similar.md) - [Query with Filters](https://docs.graphlit.dev/api-guides/use-cases/content/content-query-with-filters.md) - [Hybrid Search Deep Dive](https://docs.graphlit.dev/api-guides/use-cases/content/content-search-hybrid-deep-dive.md) - [Keyword Search Explained](https://docs.graphlit.dev/api-guides/use-cases/content/content-search-keyword-explained.md) - [Vector Search Explained](https://docs.graphlit.dev/api-guides/use-cases/content/content-search-vector-explained.md) - [Advanced Content Search with Filters](https://docs.graphlit.dev/api-guides/use-cases/content/content-search-with-filters.md) - [Understanding ContentType vs FileType](https://docs.graphlit.dev/api-guides/use-cases/content/content-type-vs-file-type-explained.md) - [Update Content Metadata](https://docs.graphlit.dev/api-guides/use-cases/content/content-update-metadata.md) - [Knowledge Graph](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph.md) - [Analyze Entity Co-Occurrence](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/content-entity-co-occurrence.md) - [Export Content with Entity Annotations](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/content-export-with-entities.md) - [Filter Content by Entities](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/content-filter-by-entities.md) - [Enrich Knowledge Graph with External Data](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-enrichment.md) - [Build Knowledge Graph from Emails](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-from-emails.md) - [Build Knowledge Graph from GitHub Repositories](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-from-github.md) - [Build Knowledge Graph from Meeting Recordings](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-from-meetings.md) - [Build Knowledge Graph from PDF Documents](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-from-pdf-documents.md) - [Build Knowledge Graph from Slack Messages](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-from-slack-messages.md) - [Knowledge Graph-Guided Search](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-guided-search.md) - [Extract Medical Entities from Clinical Content](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/knowledge-graph-medical-content.md) - [Understanding Confidence Scores and Occurrences](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-confidence-and-occurrences.md) - [Entity Mention Timeline](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-content-timeline.md) - [Understanding Entity Deduplication](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-entity-deduplication.md) - [Comprehensive Entity Types Reference](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-entity-types-comprehensive.md) - [Get Observable Entity Details](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-get-details.md) - [Get Entity Details](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-get.md) - [Understanding the Observable/Observation Model](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-observation-model-explained.md) - [Query Entities](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-query-entities.md) - [Advanced Knowledge Graph Query Patterns](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-query-graph-patterns.md) - [Query Knowledge Graph](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-query-graph.md) - [Query Entity Relationships in Knowledge Graph](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/observable-relationship-queries.md) - [Configure Workflow for Entity Extraction](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/workflow-configure-entity-extraction.md) - [How Entity Extraction Works](https://docs.graphlit.dev/api-guides/use-cases/knowledge-graph/workflow-extraction-how-it-works.md) - [Data Source Feeds](https://docs.graphlit.dev/api-guides/use-cases/feeds.md) - [Delete Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/feed-delete.md) - [Get Feed Details](https://docs.graphlit.dev/api-guides/use-cases/feeds/feed-get-details.md) - [Poll for Completion](https://docs.graphlit.dev/api-guides/use-cases/feeds/feed-is-done-polling.md) - [Query and List Feeds](https://docs.graphlit.dev/api-guides/use-cases/feeds/feed-query.md) - [Update Feed Configuration](https://docs.graphlit.dev/api-guides/use-cases/feeds/feed-update.md) - [Messaging](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging.md) - [Create Discord Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-discord.md) - [Create Gmail Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-gmail.md) - [Create Intercom Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-intercom.md) - [Create Intercom Articles Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-intercom-articles.md) - [Create Microsoft Teams Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-microsoft-teams.md) - [Create Outlook Email Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-outlook-email.md) - [Create Slack Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/feed-create-slack.md) - [Create Zendesk Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/messaging/create-zendesk-feed.md) - [Cloud Storage](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage.md) - [Create AWS S3 Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-aws-s3.md) - [Create Azure Storage Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-azure-storage.md) - [Create Box Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-box.md) - [Create Dropbox Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-dropbox.md) - [Create GitHub Repository Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-github.md) - [Create Google Cloud Storage Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-google-cloud-storage.md) - [Create Google Drive Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-google-drive.md) - [Create OneDrive Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-onedrive.md) - [Create SharePoint Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/cloud-storage/feed-create-sharepoint.md) - [Project Management](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management.md) - [Create GitHub Issues Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-github-issues.md) - [Create GitHub Commits Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-github-commits.md) - [Create GitHub Pull Requests Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-github-pull-requests.md) - [Create Jira Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-jira.md) - [Create Linear Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-linear.md) - [Create Notion Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-notion.md) - [Create Trello Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-trello.md) - [Create Zendesk Articles Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/project-management/feed-create-zendesk-articles.md) - [Social Media](https://docs.graphlit.dev/api-guides/use-cases/feeds/social-media.md) - [Create Reddit Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/social-media/feed-create-reddit.md) - [Create Twitter/X Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/social-media/feed-create-twitter.md) - [Create YouTube Channel Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/social-media/feed-create-youtube.md) - [Calendars](https://docs.graphlit.dev/api-guides/use-cases/feeds/calendars.md) - [Create Google Calendar Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/calendars/feed-create-google-calendar.md) - [Create Outlook Calendar Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/calendars/feed-create-outlook-calendar.md) - [Web](https://docs.graphlit.dev/api-guides/use-cases/feeds/web.md) - [Create Exa Search Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/web/feed-create-exa-search.md) - [Create Podscan Search Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/web/feed-create-podscan-search.md) - [Create RSS/Podcast Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/web/feed-create-rss.md) - [Create Tavily Search Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/web/feed-create-tavily-search.md) - [Create Web Crawl Feed](https://docs.graphlit.dev/api-guides/use-cases/feeds/web/feed-create-web-crawl.md) - [Conversations & RAG](https://docs.graphlit.dev/api-guides/use-cases/conversations.md) - [Create and Prompt](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-create-and-prompt.md) - [Delete Conversation](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-delete.md) - [Get Message History](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-message-history.md) - [Multi-Turn Conversation with Context](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-multi-turn-with-context.md) - [Prompt Agent](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-prompt-agent.md) - [Prompt with Citations](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-prompt-with-citations.md) - [Query and List Conversations](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-query.md) - [Stream Agent](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-stream-agent.md) - [Stream Agent Real-Time UI](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-stream-agent-real-time-ui.md) - [Update Conversation](https://docs.graphlit.dev/api-guides/use-cases/conversations/conversation-update.md) - [RAG with Entity Filtering](https://docs.graphlit.dev/api-guides/use-cases/conversations/rag-with-entity-filtering.md) - [Workflows](https://docs.graphlit.dev/api-guides/use-cases/workflows.md) - [Complex Workflow with All Stages](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-complex-all-stages.md) - [Create Extraction Workflow](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-create-extraction.md) - [Create Preparation Workflow](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-create-preparation.md) - [Delete Workflow](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-delete.md) - [Query Workflows](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-query.md) - [Update Workflow](https://docs.graphlit.dev/api-guides/use-cases/workflows/workflow-update.md) - [Specifications](https://docs.graphlit.dev/api-guides/use-cases/specifications.md) - [Create Completion Model](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-create-completion.md) - [Create Custom Model Specification](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-create-custom-model.md) - [Create OpenAI-Compatible Gateway](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-create-openai-compatible.md) - [Create Embedding Model](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-create-embedding.md) - [Delete Specification](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-delete.md) - [Query Specifications](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-query.md) - [Update Specification](https://docs.graphlit.dev/api-guides/use-cases/specifications/specification-update.md) - [Collections](https://docs.graphlit.dev/api-guides/use-cases/collections.md) - [Add and Remove Content](https://docs.graphlit.dev/api-guides/use-cases/collections/collection-add-remove-content.md) - [Create and Manage Collections](https://docs.graphlit.dev/api-guides/use-cases/collections/collection-create-and-manage.md) - [Delete Collection](https://docs.graphlit.dev/api-guides/use-cases/collections/collection-delete.md) - [Query Collections](https://docs.graphlit.dev/api-guides/use-cases/collections/collection-query.md) - [Alerts](https://docs.graphlit.dev/api-guides/use-cases/alerts.md) - [Create Alert](https://docs.graphlit.dev/api-guides/use-cases/alerts/alert-create.md) - [Views](https://docs.graphlit.dev/api-guides/use-cases/views.md) - [Create Semantic Search View](https://docs.graphlit.dev/api-guides/use-cases/views/view-create.md) - [Create Custom Views](https://docs.graphlit.dev/api-guides/use-cases/views/view-create-custom.md) - [Production Patterns](https://docs.graphlit.dev/api-guides/use-cases/production.md) - [Cost Optimization with Model Selection](https://docs.graphlit.dev/api-guides/use-cases/production/cost-optimization-model-selection.md) - [Monitor Production Usage](https://docs.graphlit.dev/api-guides/use-cases/production/production-monitoring-usage.md) - [Multi-Tenant Data Isolation](https://docs.graphlit.dev/api-guides/use-cases/production/production-multi-tenant-isolation.md) - [Query Usage and Credits](https://docs.graphlit.dev/api-guides/use-cases/production/project-query-usage.md) - [Configure Content Ingestion Webhook](https://docs.graphlit.dev/api-guides/use-cases/production/webhook-content-ingestion.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.graphlit.dev/api-guides.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.