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# Pipes
Pipes are functions that can be used to perform actions prior to returning LLM messages to the user. Examples of potential actions you can take with Pipes are Retrieval Augmented Generation (RAG), sending requests to non-OpenAI LLM providers (such as Anthropic, Azure OpenAI, or Google), or executing functions right in your web UI. Pipes can be hosted as a Function or on a Pipelines server. A list of examples is maintained in the [Pipelines repo](https://github.com/open-webui/pipelines/tree/main/examples/pipelines). The general workflow can be seen in the image below.
Pipes are standalone functions that process inputs and generate responses, possibly by invoking one or more LLMs or external services before returning results to the user. Examples of potential actions you can take with Pipes are Retrieval Augmented Generation (RAG), sending requests to non-OpenAI LLM providers (such as Anthropic, Azure OpenAI, or Google), or executing functions right in your web UI. Pipes can be hosted as a Function or on a Pipelines server. A list of examples is maintained in the [Pipelines repo](https://github.com/open-webui/pipelines/tree/main/examples/pipelines). The general workflow can be seen in the image below.
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