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

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## Streaming & Tools

* [Stream Agent API Reference](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/conversations/conversation-stream-agent.md) - Complete streaming API
* [Prompt Agent](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/conversations/conversation-prompt-agent.md) - Synchronous with tool calling

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## Advanced Patterns

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

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## Management

* [Query Conversations](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/conversations/conversation-query.md) - List and filter
* [Update Conversation](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/conversations/conversation-update.md) - Modify settings
* [Delete Conversation](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/conversations/conversation-delete.md) - Cleanup

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## Related Tutorials

* [AI Agents Quickstart](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/tutorials/ai-agents.md) - Complete tutorial
* [Context Engineering](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/tutorials/context-engineering.md) - Advanced retrieval

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**10 guides** | [← Back to Use Cases](https://github.com/graphlit/graphlit-docs/blob/main/api-guides/use-cases/conversations/api-guides/use-cases/README.md)
