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Copy file name to clipboardExpand all lines: developer/guide.md
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# Concepts and Architecture
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The core of the callgent architecture, is to encapsulate every **service** and **user** behind a `callgent`.
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Then build various endpoints into third-party platforms, so that any users and services are naturally connected anywhere in their native ways: webpages, chatting, email, APIs..
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Then build various entries into third-party platforms, so that any users and services are naturally connected anywhere in their native ways: webpages, chatting, email, APIs..
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Above this, we add a layer of semantic invocations, empowered by large language models (LLMs), to make the callgent able to understand and react to any user/system's intents.
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### Calling Anywhere
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Requesting a callgent is done through various `Calling Endpoint`, integrated into third-party platforms. So systems and users are naturally connected anywhere in their native ways: Webpages, chatting, email, APIs..
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Requesting a callgent is done through various `Client Entries`, integrated into third-party platforms. So systems and users are naturally connected anywhere in their native ways: Webpages, chatting, email, APIs..
Copy file name to clipboardExpand all lines: docs/advanced-topics/composite-callgent.md
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---
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sidebar_position: 2
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keywords: [composite callgent, group callgent, Nested Callgents]
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description: Learn how to create and manage a Composite Callgent. Discover how to handle complex call requests, utilize nested callgents, and perform map/reduce operations. Simplify your call process with a single call endpoint and efficient callgent orchestration..
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description: Learn how to create and manage a Composite Callgent. Discover how to handle complex call requests, utilize nested callgents, and perform map/reduce operations. Simplify your call process with a single call entry and efficient callgent orchestration..
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---
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# Group of Callgents
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## Creating a Composite Callgent
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Similar to a regular callgent, which maintains a list of `function entries` to automatically map each request to a function entry, call it, and return the result, a composite callgent maintains a list of callgents. This allows each request to be automatically mapped to a `callgent entry`, called, and the result returned.
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Similar to a regular callgent, which maintains a list of `functional endpoints` to automatically map each request to an endpoint, call it, and return the result, a composite callgent maintains a list of callgents. This allows each request to be automatically mapped to a `callgent entry`, called, and the result returned.
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:::tip
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Callgent entries come in two types: `function entries` and `callgent entries`. These two types of entries can be mixed together.
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Callgent entries come in two types: `functional entries` and `callgentive entries`. These two types of entries can be mixed together.
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A callgent that contains `callgent entries` is typically referred to as a composite callgent.
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A callgent that contains `callgentive entries` is typically referred to as a composite callgent.
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:::
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## Composite Callgent Invocation Process
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## Multiple Internal Invocations
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A callgent automatically maps a single request to an entry for processing and retrieves the response result. Based on the original request, the callgent decides whether to return the response to the caller or continue calling the next entry. This process repeats until the final result is returned to the caller.
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A callgent automatically maps a single request to an endpoint for processing and retrieves the response result. Based on the original request, the callgent decides whether to return the response to the caller or continue calling the next endpoint. This process repeats until the final result is returned to the caller.
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### Request with Collection Data
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If the request contains collection data, the callgent may automatically perform map/reduce operations on the collection and map it to entry calls as needed.
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## Advantages of Composite Callgent
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Composite Callgent allows multiple callgents to work together while maintaining a single call endpoint, enabling the handling of complex call requests.
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Composite Callgent allows multiple callgents to work together while maintaining a single call entry, enabling the handling of complex call requests.
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:::info
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Composite Callgent allows you to interact with a single callgent to invoke multiple callgents, simplifying the call process.
Copy file name to clipboardExpand all lines: docs/quick-start/call-the-callgent.mdx
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You may directly send an email to:<Email />
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then wait for reply from the callgent's [Service Endpoint](#connect-the-callgent-to-a-service-endpoint).
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then wait for reply from the callgent's [Service Entry](#connect-the-callgent-to-a-service-entry).
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:::tip
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The email address and API url below, contains callgent Id, which is available after you've [created the callgent](#create-a-new-callgent).
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For example, you may also want to connect the callgent to `Slack`, `Jira`, ..., Apps, so that colleagues can interact with the callgent in the channels;
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Or connect it to your personal Apps like `WhatsApp`, `Instagram`, to let the callgent assist you anywhere seamlessly.
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This is achieved by adding more adaptive `Client Endpoint`s to the callgent, then do some neccessary configurations. You may learn more in the [Client Endpoint](../advanced-topics/callgent-endpoints/client-endpoint) section.
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This is achieved by adding more adaptive `Client Entry`s to the callgent, then do some neccessary configurations. You may learn more in the [Client Entry](../advanced-topics/callgent-entries/client-entry) section.
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