> For the complete documentation index, see [llms.txt](https://docs.graphlit.dev/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.graphlit.dev/api-guides/use-cases/conversations.md).

# Conversations & RAG

Build AI agents with streaming responses, multi-turn context, and entity-filtered retrieval.

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## Getting Started

* [Create and Prompt Conversation](/api-guides/use-cases/conversations/conversation-create-and-prompt.md) - Basic Q\&A
* [Stream Agent Real-Time UI](/api-guides/use-cases/conversations/conversation-stream-agent-real-time-ui.md) - UI event handling for streaming
* [Prompt with Citations](/api-guides/use-cases/conversations/conversation-prompt-with-citations.md) - Get source references (synchronous)
* [Multi-Turn with Context](/api-guides/use-cases/conversations/conversation-multi-turn-with-context.md) - Conversation memory

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## Streaming & Tools

* [Stream Agent API Reference](/api-guides/use-cases/conversations/conversation-stream-agent.md) - Complete streaming API
* [Prompt Agent](/api-guides/use-cases/conversations/conversation-prompt-agent.md) - Synchronous with tool calling

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## Advanced Patterns

* [RAG with Entity Filtering](/api-guides/use-cases/conversations/rag-with-entity-filtering.md) - Entity-scoped Q\&A
* [Message History](/api-guides/use-cases/conversations/conversation-message-history.md) - Access conversation log

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## Management

* [Query Conversations](/api-guides/use-cases/conversations/conversation-query.md) - List and filter
* [Update Conversation](/api-guides/use-cases/conversations/conversation-update.md) - Modify settings
* [Delete Conversation](/api-guides/use-cases/conversations/conversation-delete.md) - Cleanup

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## Related Tutorials

* [AI Agents Quickstart](/tutorials/ai-agents.md) - Complete tutorial
* [Context Engineering](/tutorials/context-engineering.md) - Advanced retrieval

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**10 guides** | [← Back to Use Cases](/api-guides/use-cases.md)