# Graphlit Platform

## Graphlit Documentation

- [What is Graphlit?](/readme.md)
- [Why Graphlit?](/why-graphlit.md): Why developers choose Graphlit over DIY solutions and other memory platforms - TCO comparison, time savings, and competitive advantages
- [Coding with AI Agents](/getting-started/coding-with-ai.md): Use AI coding agents to work with Graphlit's documentation and SDK
- [Platform Overview](/getting-started/overview.md): Complete overview of Graphlit - what it is, why it exists, and what you can build with it
- [Quickstart: Your First Agent](/getting-started/quickstart.md): Build an AI agent with semantic memory in 7 minutes
- [Python](/sdk-setup/for-python-developers.md): Install the Python SDK and start building AI applications with semantic memory.
- [TypeScript](/sdk-setup/for-typescript-developers.md): Install the TypeScript/Node.js SDK and start building AI applications with semantic memory.
- [.NET](/sdk-setup/for-dotnet-developers.md): Install the .NET SDK and start building AI applications with semantic memory.
- [AI Agents with Memory](/tutorials/ai-agents.md)
- [Knowledge Graph](/tutorials/knowledge-graph.md)
- [Context Engineering](/tutorials/context-engineering.md)
- [Zine Case Study](/examples/zine-case-study.md)
- [Deep Research](/examples/deep-research.md)
- [Mastra (TypeScript)](/examples/deep-research/mastra.md): Build an autonomous AI research agent that performs multi-hop web research with entity extraction and intelligent filtering—like OpenAI's Deep Research
- [Agno (Python)](/examples/deep-research/agno.md): Build an autonomous AI research agent in Python with Agno and Graphlit—5000x faster with simpler code
- [Key Concepts](/platform/key-concepts.md): Core concepts for building AI agents with semantic memory using Graphlit
- [Workflows](/platform/workflows.md): Complete reference for Graphlit workflows - memory formation pipeline configuration
- [Specifications](/platform/specifications.md): Complete reference for Graphlit specifications - AI model configuration and behavior control
- [AI Models](/platform/models.md)
- [Feeds](/platform/feeds.md)
- [Semantic Memory](/platform/semantic-memory.md): Understanding semantic memory for AI - how Graphlit implements true memory systems beyond simple retrieval
- [MCP Server Setup](/mcp-integration/mcp-integration.md)
- [Ask Graphlit - AI Code Assistant](/resources/ask-graphlit.md): AI code assistant trained on Graphlit - get instant working code examples for any task
- [Sign Up](/account-setup-one-time/signup.md): Sign up for a free Graphlit developer account in under 2 minutes.
- [Create Project](/account-setup-one-time/create-project.md): Create your first Graphlit project and get your API credentials.
- [Get Your Credentials](/account-setup-one-time/credentials.md): Configure your API credentials for development
- [Use Case Library](/api-guides/use-cases.md)
- [Content Foundations](/api-guides/use-cases/content.md)
- [Batch Delete Content](/api-guides/use-cases/content/content-batch-delete.md)
- [Delete](/api-guides/use-cases/content/content-delete.md)
- [Document Metadata Queries](/api-guides/use-cases/content/content-document-metadata-queries.md)
- [Email Metadata Queries](/api-guides/use-cases/content/content-email-metadata-queries.md)
- [Get Complete Content Details](/api-guides/use-cases/content/get-complete-content-details.md)
- [Get Content Details](/api-guides/use-cases/content/content-get.md)
- [Ingest Encoded File](/api-guides/use-cases/content/content-ingest-encoded-file.md)
- [Ingest Event](/api-guides/use-cases/content/content-ingest-event.md)
- [Ingest Text](/api-guides/use-cases/content/content-ingest-text.md)
- [Ingest URI (Basic)](/api-guides/use-cases/content/content-ingest-uri-basic.md)
- [Ingest URI with Workflow](/api-guides/use-cases/content/content-ingest-uri-with-workflow.md)
- [Poll for Completion](/api-guides/use-cases/content/content-is-done-polling.md)
- [Lifecycle States](/api-guides/use-cases/content/content-lifecycle-states.md)
- [Message Metadata Queries](/api-guides/use-cases/content/content-message-metadata-queries.md)
- [Metadata Filtering Strategies](/api-guides/use-cases/content/content-metadata-filtering-strategies.md)
- [Metadata Structure by Content Type](/api-guides/use-cases/content/content-metadata-structure.md)
- [Publish Content as Audio](/api-guides/use-cases/content/content-publish-audio.md)
- [Publish Content Summary](/api-guides/use-cases/content/content-publish-summary.md)
- [Query Performance Patterns](/api-guides/use-cases/content/content-query-performance-patterns.md)
- [Query Similar Content](/api-guides/use-cases/content/content-query-similar.md)
- [Query with Filters](/api-guides/use-cases/content/content-query-with-filters.md)
- [Hybrid Search Deep Dive](/api-guides/use-cases/content/content-search-hybrid-deep-dive.md)
- [Keyword Search Explained](/api-guides/use-cases/content/content-search-keyword-explained.md)
- [Vector Search Explained](/api-guides/use-cases/content/content-search-vector-explained.md)
- [Advanced Content Search with Filters](/api-guides/use-cases/content/content-search-with-filters.md)
- [Understanding ContentType vs FileType](/api-guides/use-cases/content/content-type-vs-file-type-explained.md)
- [Update Content Metadata](/api-guides/use-cases/content/content-update-metadata.md)
- [Knowledge Graph](/api-guides/use-cases/knowledge-graph.md)
- [Analyze Entity Co-Occurrence](/api-guides/use-cases/knowledge-graph/content-entity-co-occurrence.md)
- [Export Content with Entity Annotations](/api-guides/use-cases/knowledge-graph/content-export-with-entities.md)
- [Filter Content by Entities](/api-guides/use-cases/knowledge-graph/content-filter-by-entities.md)
- [Enrich Knowledge Graph with External Data](/api-guides/use-cases/knowledge-graph/knowledge-graph-enrichment.md)
- [Build Knowledge Graph from Emails](/api-guides/use-cases/knowledge-graph/knowledge-graph-from-emails.md)
- [Build Knowledge Graph from GitHub Repositories](/api-guides/use-cases/knowledge-graph/knowledge-graph-from-github.md)
- [Build Knowledge Graph from Meeting Recordings](/api-guides/use-cases/knowledge-graph/knowledge-graph-from-meetings.md)
- [Build Knowledge Graph from PDF Documents](/api-guides/use-cases/knowledge-graph/knowledge-graph-from-pdf-documents.md)
- [Build Knowledge Graph from Slack Messages](/api-guides/use-cases/knowledge-graph/knowledge-graph-from-slack-messages.md)
- [Knowledge Graph-Guided Search](/api-guides/use-cases/knowledge-graph/knowledge-graph-guided-search.md)
- [Extract Medical Entities from Clinical Content](/api-guides/use-cases/knowledge-graph/knowledge-graph-medical-content.md)
- [Understanding Confidence Scores and Occurrences](/api-guides/use-cases/knowledge-graph/observable-confidence-and-occurrences.md)
- [Entity Mention Timeline](/api-guides/use-cases/knowledge-graph/observable-content-timeline.md)
- [Understanding Entity Deduplication](/api-guides/use-cases/knowledge-graph/observable-entity-deduplication.md)
- [Comprehensive Entity Types Reference](/api-guides/use-cases/knowledge-graph/observable-entity-types-comprehensive.md)
- [Get Observable Entity Details](/api-guides/use-cases/knowledge-graph/observable-get-details.md)
- [Get Entity Details](/api-guides/use-cases/knowledge-graph/observable-get.md)
- [Understanding the Observable/Observation Model](/api-guides/use-cases/knowledge-graph/observable-observation-model-explained.md)
- [Query Entities](/api-guides/use-cases/knowledge-graph/observable-query-entities.md)
- [Advanced Knowledge Graph Query Patterns](/api-guides/use-cases/knowledge-graph/observable-query-graph-patterns.md)
- [Query Knowledge Graph](/api-guides/use-cases/knowledge-graph/observable-query-graph.md)
- [Query Entity Relationships in Knowledge Graph](/api-guides/use-cases/knowledge-graph/observable-relationship-queries.md)
- [Configure Workflow for Entity Extraction](/api-guides/use-cases/knowledge-graph/workflow-configure-entity-extraction.md)
- [How Entity Extraction Works](/api-guides/use-cases/knowledge-graph/workflow-extraction-how-it-works.md)
- [Data Source Feeds](/api-guides/use-cases/feeds.md)
- [Delete Feed](/api-guides/use-cases/feeds/feed-delete.md)
- [Get Feed Details](/api-guides/use-cases/feeds/feed-get-details.md)
- [Poll for Completion](/api-guides/use-cases/feeds/feed-is-done-polling.md)
- [Query and List Feeds](/api-guides/use-cases/feeds/feed-query.md)
- [Update Feed Configuration](/api-guides/use-cases/feeds/feed-update.md)
- [Messaging](/api-guides/use-cases/feeds/messaging.md)
- [Create Discord Feed](/api-guides/use-cases/feeds/messaging/feed-create-discord.md)
- [Create Gmail Feed](/api-guides/use-cases/feeds/messaging/feed-create-gmail.md)
- [Create Intercom Feed](/api-guides/use-cases/feeds/messaging/feed-create-intercom.md)
- [Create Intercom Articles Feed](/api-guides/use-cases/feeds/messaging/feed-create-intercom-articles.md)
- [Create Microsoft Teams Feed](/api-guides/use-cases/feeds/messaging/feed-create-microsoft-teams.md)
- [Create Outlook Email Feed](/api-guides/use-cases/feeds/messaging/feed-create-outlook-email.md)
- [Create Slack Feed](/api-guides/use-cases/feeds/messaging/feed-create-slack.md)
- [Create Zendesk Feed](/api-guides/use-cases/feeds/messaging/create-zendesk-feed.md)
- [Cloud Storage](/api-guides/use-cases/feeds/cloud-storage.md)
- [Create AWS S3 Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-aws-s3.md)
- [Create Azure Storage Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-azure-storage.md)
- [Create Box Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-box.md)
- [Create Dropbox Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-dropbox.md)
- [Create GitHub Repository Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-github.md)
- [Create Google Cloud Storage Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-google-cloud-storage.md)
- [Create Google Drive Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-google-drive.md)
- [Create OneDrive Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-onedrive.md)
- [Create SharePoint Feed](/api-guides/use-cases/feeds/cloud-storage/feed-create-sharepoint.md)
- [Project Management](/api-guides/use-cases/feeds/project-management.md)
- [Create GitHub Issues Feed](/api-guides/use-cases/feeds/project-management/feed-create-github-issues.md)
- [Create GitHub Commits Feed](/api-guides/use-cases/feeds/project-management/feed-create-github-commits.md)
- [Create GitHub Pull Requests Feed](/api-guides/use-cases/feeds/project-management/feed-create-github-pull-requests.md)
- [Create Jira Feed](/api-guides/use-cases/feeds/project-management/feed-create-jira.md)
- [Create Linear Feed](/api-guides/use-cases/feeds/project-management/feed-create-linear.md)
- [Create Notion Feed](/api-guides/use-cases/feeds/project-management/feed-create-notion.md)
- [Create Trello Feed](/api-guides/use-cases/feeds/project-management/feed-create-trello.md)
- [Create Zendesk Articles Feed](/api-guides/use-cases/feeds/project-management/feed-create-zendesk-articles.md)
- [Social Media](/api-guides/use-cases/feeds/social-media.md)
- [Create Reddit Feed](/api-guides/use-cases/feeds/social-media/feed-create-reddit.md)
- [Create Twitter/X Feed](/api-guides/use-cases/feeds/social-media/feed-create-twitter.md)
- [Create YouTube Channel Feed](/api-guides/use-cases/feeds/social-media/feed-create-youtube.md)
- [Calendars](/api-guides/use-cases/feeds/calendars.md)
- [Create Google Calendar Feed](/api-guides/use-cases/feeds/calendars/feed-create-google-calendar.md)
- [Create Outlook Calendar Feed](/api-guides/use-cases/feeds/calendars/feed-create-outlook-calendar.md)
- [Web](/api-guides/use-cases/feeds/web.md)
- [Create Exa Search Feed](/api-guides/use-cases/feeds/web/feed-create-exa-search.md)
- [Create Podscan Search Feed](/api-guides/use-cases/feeds/web/feed-create-podscan-search.md)
- [Create RSS/Podcast Feed](/api-guides/use-cases/feeds/web/feed-create-rss.md)
- [Create Tavily Search Feed](/api-guides/use-cases/feeds/web/feed-create-tavily-search.md)
- [Create Web Crawl Feed](/api-guides/use-cases/feeds/web/feed-create-web-crawl.md)
- [Conversations & RAG](/api-guides/use-cases/conversations.md)
- [Create and Prompt](/api-guides/use-cases/conversations/conversation-create-and-prompt.md)
- [Delete Conversation](/api-guides/use-cases/conversations/conversation-delete.md)
- [Get Message History](/api-guides/use-cases/conversations/conversation-message-history.md)
- [Multi-Turn Conversation with Context](/api-guides/use-cases/conversations/conversation-multi-turn-with-context.md)
- [Prompt Agent](/api-guides/use-cases/conversations/conversation-prompt-agent.md)
- [Prompt with Citations](/api-guides/use-cases/conversations/conversation-prompt-with-citations.md)
- [Query and List Conversations](/api-guides/use-cases/conversations/conversation-query.md)
- [Stream Agent](/api-guides/use-cases/conversations/conversation-stream-agent.md)
- [Stream Agent Real-Time UI](/api-guides/use-cases/conversations/conversation-stream-agent-real-time-ui.md)
- [Update Conversation](/api-guides/use-cases/conversations/conversation-update.md)
- [RAG with Entity Filtering](/api-guides/use-cases/conversations/rag-with-entity-filtering.md)
- [Workflows](/api-guides/use-cases/workflows.md)
- [Complex Workflow with All Stages](/api-guides/use-cases/workflows/workflow-complex-all-stages.md)
- [Create Extraction Workflow](/api-guides/use-cases/workflows/workflow-create-extraction.md)
- [Create Preparation Workflow](/api-guides/use-cases/workflows/workflow-create-preparation.md)
- [Delete Workflow](/api-guides/use-cases/workflows/workflow-delete.md)
- [Query Workflows](/api-guides/use-cases/workflows/workflow-query.md)
- [Update Workflow](/api-guides/use-cases/workflows/workflow-update.md)
- [Specifications](/api-guides/use-cases/specifications.md)
- [Create Completion Model](/api-guides/use-cases/specifications/specification-create-completion.md)
- [Create Custom Model Specification](/api-guides/use-cases/specifications/specification-create-custom-model.md)
- [Create OpenAI-Compatible Gateway](/api-guides/use-cases/specifications/specification-create-openai-compatible.md)
- [Create Embedding Model](/api-guides/use-cases/specifications/specification-create-embedding.md)
- [Delete Specification](/api-guides/use-cases/specifications/specification-delete.md)
- [Query Specifications](/api-guides/use-cases/specifications/specification-query.md)
- [Update Specification](/api-guides/use-cases/specifications/specification-update.md)
- [Collections](/api-guides/use-cases/collections.md)
- [Add and Remove Content](/api-guides/use-cases/collections/collection-add-remove-content.md)
- [Create and Manage Collections](/api-guides/use-cases/collections/collection-create-and-manage.md)
- [Delete Collection](/api-guides/use-cases/collections/collection-delete.md)
- [Query Collections](/api-guides/use-cases/collections/collection-query.md)
- [Alerts](/api-guides/use-cases/alerts.md)
- [Create Alert](/api-guides/use-cases/alerts/alert-create.md)
- [Views](/api-guides/use-cases/views.md)
- [Create Semantic Search View](/api-guides/use-cases/views/view-create.md)
- [Create Custom Views](/api-guides/use-cases/views/view-create-custom.md)
- [Production Patterns](/api-guides/use-cases/production.md)
- [Cost Optimization with Model Selection](/api-guides/use-cases/production/cost-optimization-model-selection.md)
- [Monitor Production Usage](/api-guides/use-cases/production/production-monitoring-usage.md)
- [Multi-Tenant Data Isolation](/api-guides/use-cases/production/production-multi-tenant-isolation.md)
- [Query Usage and Credits](/api-guides/use-cases/production/project-query-usage.md)
- [Configure Content Ingestion Webhook](/api-guides/use-cases/production/webhook-content-ingestion.md)