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Merge pull request #756 from langflow-ai/docs-issue-650-pt-2

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Docs: Update note about supported URLs for on-demand chat ingestion
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April I. Murphy 2026-01-07 14:16:04 -08:00 • committed by GitHub
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docs/docs/core-components/ingestion.mdx
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@ -159,12 +159,12 @@ You can [monitor ingestion](#monitor-ingestion) to see the progress of the uploa
When using the OpenRAG chat, you can enter URLs into the chat to be ingested in real-time during your conversation. When using the OpenRAG chat, you can enter URLs into the chat to be ingested in real-time during your conversation.
:::tip :::info
Use [UTF-8 encoding](https://www.w3schools.com/tags/ref_urlencode.ASP) for URLs with special characters other than the standard slash, period, and colon characters. The chat cannot ingest URLs that end in static document file extensions like `.pdf`.
For example, use `https://en.wikipedia.org/wiki/Caf%C3%A9` instead of `https://en.wikipedia.org/wiki/Café` or `https://en.wikipedia.org/wiki/Coffee%5Fculture` instead of `https://en.wikipedia.org/wiki/Coffee_culture`. To upload these types of files, see [Ingest local files and folders](#ingest-local-files-and-folders) and [Ingest files with OAuth connectors](#oauth-ingestion).
::: :::
The **OpenSearch URL Ingestion** flow is used to ingest web content from URLs. OpenRAG runs the **OpenSearch URL Ingestion** flow to ingest web content from URLs.
This flow isn't directly accessible from the OpenRAG user interface. This flow isn't directly accessible from the OpenRAG user interface.
Instead, this flow is called by the [**OpenRAG OpenSearch Agent** flow](/chat#flow) as a Model Context Protocol (MCP) tool. Instead, this flow is called by the [**OpenRAG OpenSearch Agent** flow](/chat#flow) as a Model Context Protocol (MCP) tool.
The agent can call this component to fetch web content from a given URL, and then ingest that content into your OpenSearch knowledge base. The agent can call this component to fetch web content from a given URL, and then ingest that content into your OpenSearch knowledge base.