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'function-gpt': minor | ||
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Add API reference documentation |
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TypeDoc added this file to prevent GitHub Pages from using Jekyll. You can turn off this behavior by setting the `githubPages` option to false. |
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function-gpt | ||
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# function-gpt | ||
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## Table of contents | ||
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### Classes | ||
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- [ChatGPTSession](classes/ChatGPTSession.md) | ||
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### Type Aliases | ||
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- [ChatGPTFunctionCall](README.md#chatgptfunctioncall) | ||
- [ChatGPTSendMessageOptions](README.md#chatgptsendmessageoptions) | ||
- [ChatGPTSessionMessage](README.md#chatgptsessionmessage) | ||
- [ChatGPTSessionOptions](README.md#chatgptsessionoptions) | ||
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### Functions | ||
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- [gptFunction](README.md#gptfunction) | ||
- [gptObjectField](README.md#gptobjectfield) | ||
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## Type Aliases | ||
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### ChatGPTFunctionCall | ||
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Ƭ **ChatGPTFunctionCall**: `Object` | ||
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Represents a function call requested by ChatGPT. | ||
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#### Type declaration | ||
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| Name | Type | | ||
| :------ | :------ | | ||
| `arguments` | `string` | | ||
| `name` | `string` | | ||
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#### Defined in | ||
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[src/session.ts:71](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L71) | ||
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___ | ||
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### ChatGPTSendMessageOptions | ||
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Ƭ **ChatGPTSendMessageOptions**: `Object` | ||
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Options for the ChatGPTSession.send method. | ||
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**`See`** | ||
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[OpenAI Chat Completion API](https://platform.openai.com/docs/api-reference/chat/create). | ||
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#### Type declaration | ||
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| Name | Type | Description | | ||
| :------ | :------ | :------ | | ||
| `frequency_penalty?` | `number` \| ``null`` | Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim. **`See`** [See more information about frequency and presence penalties.](https://platform.openai.com/docs/api-reference/parameter-details) | | ||
| `function_call?` | ``"none"`` \| ``"auto"`` \| { `name`: `string` } | Controls how the model responds to function calls. "none" means the model does not call a function, and responds to the end-user. "auto" means the model can pick between an end-user or calling a function. Specifying a particular function via `{"name":\ "my_function"}` forces the model to call that function. "none" is the default when no functions are present. "auto" is the default if functions are present. | | ||
| `function_call_execute_only?` | `boolean` | Stop the session after executing the function call. Useful when you don't need to give ChatGPT the result of the function call. Defaults to `false`. | | ||
| `logit_bias?` | `Record`<`string`, `number`\> \| ``null`` | Modify the likelihood of specified tokens appearing in the completion. Accepts a json object that maps tokens (specified by their token ID in the tokenizer) to an associated bias value from -100 to 100. Mathematically, the bias is added to the logits generated by the model prior to sampling. The exact effect will vary per model, but values between -1 and 1 should decrease or increase likelihood of selection; values like -100 or 100 should result in a ban or exclusive selection of the relevant token. | | ||
| `max_tokens?` | `number` | The maximum number of [tokens](/tokenizer) to generate in the chat completion. The total length of input tokens and generated tokens is limited by the model's context length. [Example Python code](https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb) for counting tokens. | | ||
| `model` | `string` | ID of the model to use. **`See`** [model endpoint compatibility](https://platform.openai.com/docs/models/overview) | | ||
| `presence_penalty?` | `number` \| ``null`` | Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics. [See more information about frequency and presence penalties.](https://platform.openai.com/docs/api-reference/parameter-details) | | ||
| `stop?` | `string` \| ``null`` \| `string`[] | Up to 4 sequences where the API will stop generating further tokens. | | ||
| `temperature?` | `number` \| ``null`` | What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic. We generally recommend altering this or `top_p` but not both. | | ||
| `top_p?` | `number` \| ``null`` | An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or `temperature` but not both. | | ||
| `user?` | `string` | A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. **`See`** [Learn more](https://platform.openai.com/docs/guides/safety-best-practices). | | ||
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#### Defined in | ||
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[src/session.ts:91](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L91) | ||
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___ | ||
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### ChatGPTSessionMessage | ||
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Ƭ **ChatGPTSessionMessage**: `Object` | ||
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Represents a message in a ChatGPT session. | ||
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#### Type declaration | ||
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| Name | Type | | ||
| :------ | :------ | | ||
| `content` | `string` \| ``null`` | | ||
| `function_call?` | [`ChatGPTFunctionCall`](README.md#chatgptfunctioncall) | | ||
| `name?` | `string` | | ||
| `role` | ``"system"`` \| ``"user"`` \| ``"assistant"`` \| ``"function"`` | | ||
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#### Defined in | ||
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[src/session.ts:79](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L79) | ||
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___ | ||
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### ChatGPTSessionOptions | ||
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Ƭ **ChatGPTSessionOptions**: { `systemMessage?`: `string` } & `ClientOptions` | ||
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Options for the ChatGPTSession constructor. Compatible with the OpenAI node client options. | ||
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**`See`** | ||
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[OpenAI Node Client](https://github.com/openai/openai-node) | ||
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#### Defined in | ||
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[src/session.ts:64](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L64) | ||
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## Functions | ||
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### gptFunction | ||
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▸ **gptFunction**(`description`, `inputType`): (`target`: `object`, `propertyKey`: `string`, `descriptor`: `PropertyDescriptor`) => `void` | ||
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Use this decorator on a method within a ChatGPTSession subclass to enable it for function-calling. | ||
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#### Parameters | ||
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| Name | Type | Description | | ||
| :------ | :------ | :------ | | ||
| `description` | `string` | A description of the function. | | ||
| `inputType` | () => `unknown` | Input for the function should be an object instance of a custom class. This parameter specifies the class of the object. | | ||
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#### Returns | ||
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`fn` | ||
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▸ (`target`, `propertyKey`, `descriptor`): `void` | ||
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##### Parameters | ||
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| Name | Type | | ||
| :------ | :------ | | ||
| `target` | `object` | | ||
| `propertyKey` | `string` | | ||
| `descriptor` | `PropertyDescriptor` | | ||
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##### Returns | ||
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`void` | ||
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**`See`** | ||
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[gptObjectField](README.md#gptobjectfield) | ||
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#### Defined in | ||
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[src/decorators.ts:19](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/decorators.ts#L19) | ||
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___ | ||
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### gptObjectField | ||
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▸ **gptObjectField**(`type`, `description`, `optional?`): (`target`: `object`, `propertyKey`: `string`) => `void` | ||
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Use this decorator on a property within a custom class to include it as a parameter for function-calling. | ||
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#### Parameters | ||
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| Name | Type | Default value | Description | | ||
| :------ | :------ | :------ | :------ | | ||
| `type` | ``"string"`` \| ``"number"`` \| ``"boolean"`` \| [``"string"`` \| ``"number"`` \| ``"boolean"``] \| [() => `unknown`] \| () => `unknown` | `undefined` | Type of the field. Use `'string'`, `'number'`, `'boolean'` for primitive types. Use `['string']`, `['number']`, `['boolean']` for arrays of primitive types. Use a ClassName for custom types. Use `[ClassName]` for arrays of custom types. | | ||
| `description` | `string` | `undefined` | Description of the field. | | ||
| `optional` | `boolean` | `false` | Whether the field is optional. Default to `false`. | | ||
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#### Returns | ||
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`fn` | ||
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▸ (`target`, `propertyKey`): `void` | ||
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##### Parameters | ||
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| Name | Type | | ||
| :------ | :------ | | ||
| `target` | `object` | | ||
| `propertyKey` | `string` | | ||
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##### Returns | ||
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`void` | ||
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#### Defined in | ||
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[src/decorators.ts:53](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/decorators.ts#L53) |
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[function-gpt](../README.md) / ChatGPTSession | ||
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# Class: ChatGPTSession | ||
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Extend this class to create your own function-calling enabled ChatGPT session. | ||
Provide functions to the assistant by decorating them with the `@gptFunction` decorator. | ||
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**`See`** | ||
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[gptFunction](../README.md#gptfunction) | ||
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## Table of contents | ||
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### Constructors | ||
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- [constructor](ChatGPTSession.md#constructor) | ||
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### Properties | ||
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- [metadata](ChatGPTSession.md#metadata) | ||
- [openai](ChatGPTSession.md#openai) | ||
- [options](ChatGPTSession.md#options) | ||
- [sessionMessages](ChatGPTSession.md#sessionmessages) | ||
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### Accessors | ||
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- [messages](ChatGPTSession.md#messages) | ||
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### Methods | ||
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- [processAssistantMessage](ChatGPTSession.md#processassistantmessage) | ||
- [send](ChatGPTSession.md#send) | ||
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## Constructors | ||
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### constructor | ||
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• **new ChatGPTSession**(`options?`) | ||
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#### Parameters | ||
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| Name | Type | Description | | ||
| :------ | :------ | :------ | | ||
| `options` | [`ChatGPTSessionOptions`](../README.md#chatgptsessionoptions) | Options for the ChatGPTSession constructor. | | ||
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**`See`** | ||
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[ChatGPTSessionOptions](../README.md#chatgptsessionoptions) | ||
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#### Defined in | ||
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[src/session.ts:204](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L204) | ||
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## Properties | ||
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### metadata | ||
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• `Private` `Readonly` **metadata**: `GPTClientMetadata` | ||
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#### Defined in | ||
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[src/session.ts:196](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L196) | ||
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___ | ||
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### openai | ||
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• `Readonly` **openai**: `OpenAI` | ||
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#### Defined in | ||
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[src/session.ts:195](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L195) | ||
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___ | ||
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### options | ||
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• `Private` `Readonly` **options**: [`ChatGPTSessionOptions`](../README.md#chatgptsessionoptions) = `{}` | ||
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Options for the ChatGPTSession constructor. | ||
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#### Defined in | ||
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[src/session.ts:204](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L204) | ||
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___ | ||
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### sessionMessages | ||
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• `Private` **sessionMessages**: [`ChatGPTSessionMessage`](../README.md#chatgptsessionmessage)[] = `[]` | ||
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#### Defined in | ||
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[src/session.ts:197](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L197) | ||
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## Accessors | ||
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### messages | ||
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• `get` **messages**(): [`ChatGPTSessionMessage`](../README.md#chatgptsessionmessage)[] | ||
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#### Returns | ||
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[`ChatGPTSessionMessage`](../README.md#chatgptsessionmessage)[] | ||
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The messages sent to and from the assistant so far. | ||
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#### Defined in | ||
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[src/session.ts:254](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L254) | ||
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## Methods | ||
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### processAssistantMessage | ||
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▸ `Private` **processAssistantMessage**(`message`, `options`): `Promise`<`string`\> | ||
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#### Parameters | ||
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| Name | Type | | ||
| :------ | :------ | | ||
| `message` | [`ChatGPTSessionMessage`](../README.md#chatgptsessionmessage) | | ||
| `options` | [`ChatGPTSendMessageOptions`](../README.md#chatgptsendmessageoptions) | | ||
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#### Returns | ||
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`Promise`<`string`\> | ||
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#### Defined in | ||
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[src/session.ts:258](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L258) | ||
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___ | ||
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### send | ||
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▸ **send**(`message`, `options?`): `Promise`<`string`\> | ||
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#### Parameters | ||
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| Name | Type | Description | | ||
| :------ | :------ | :------ | | ||
| `message` | `string` | The user message to send to the assistant. | | ||
| `options` | [`ChatGPTSendMessageOptions`](../README.md#chatgptsendmessageoptions) | Options for the ChatGPTSession.send method. | | ||
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#### Returns | ||
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`Promise`<`string`\> | ||
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The assistant's response. | ||
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**`See`** | ||
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[ChatGPTSendMessageOptions](../README.md#chatgptsendmessageoptions) | ||
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#### Defined in | ||
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[src/session.ts:221](https://github.com/atinylittleshell/function-gpt/blob/04eb21b/src/session.ts#L221) |
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