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Abdon Pijpelink
2025-12-08 12:00:00 +01:00
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qdrant-landing/content/documentation/frameworks/nlweb.md
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@@ -4,7 +4,7 @@ title: Microsoft NLWeb
# NLWeb
Microsoft's [NLWeb](https://github.com/microsoft/NLWeb) is a proposed framework that enables natural language interfaces for websites, using Schema.org, formats like RSS and the emerging [MCP protocol](https://github.com/microsoft/NLWeb/blob/main/docs/RestAPI.md).
Microsoft's [NLWeb](https://github.com/nlweb-ai/NLWeb) is a proposed framework that enables natural language interfaces for websites, using Schema.org, formats like RSS and the emerging [MCP protocol](https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-rest-api.md).
Qdrant is supported as a vector store backend within NLWeb for embedding storage and context retrieval.
@@ -85,12 +85,12 @@ To start NLWeb, from the `code` directory, run:
python app-file.py
```
You can now query your content via natural language using either the web UI at <http://localhost:8000/> or directly through the MCP-compatible [REST API](https://github.com/microsoft/NLWeb/blob/main/docs/RestAPI.md).
You can now query your content via natural language using either the web UI at <http://localhost:8000/> or directly through the MCP-compatible [REST API](https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-rest-api.md).
## Further Reading
* [Source](https://github.com/microsoft/NLWeb)
* [Life of a Chat Query](https://github.com/microsoft/NLWeb/tree/main/docs/LifeOfAChatQuery.md)
* [Modifying behavior by changing prompts](https://github.com/microsoft/NLWeb/tree/main/docs/Prompts.md)
* [Modifying control flow](https://github.com/microsoft/NLWeb/tree/main/docs/ControlFlow.md)
* [Modifying the user interface](https://github.com/microsoft/NLWeb/tree/main/docs/UserInterface.md)
* [Life of a Chat Query](https://github.com/nlweb-ai/NLWeb/blob/main/docs/life-of-a-chat-query.md)
* [Modifying behavior by changing prompts](https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-prompts.md)
* [Modifying control flow](https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-control-flow.md)
* [Modifying the user interface](https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-user-interface.md)