Generate text with Box AI

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Generate text with Box AI

Box AI API is currently a beta feature offered subject to Box’s Main Beta Agreement, and the available capabilities may change. Box AI API is available to all Enterprise Plus customers.

You can use Box AI to generate text based on provided content. For example, you can ask Box AI to generate a template based on the content you read or create in Box Notes. Then you can embed the generated text directly into your document.

To send a request, use the POST /2.0/ai/text_gen endpoint.

Make sure you have generated the developer token to authorize your app. See prerequisites for using Box AI for details.

cURL

curl -i -L POST "https://api.box.com/2.0/ai/text_gen" \
     -H "content-type: application/json" \
     -H "authorization: Bearer <ACCESS_TOKEN>" \
     -d '{
          "prompt": "Write a social media post about protein powder.",
          "items": [
         {
            "id": "12345678",
            "type": "file",
            "content": "More information about protein powders"
        },
        ],
          "dialogue_history": [
            {
                "prompt": "Make my email about public APIs sound more professional",
                "answer": "Here is the first draft of your professional email about public APIs",
                "created_at": "2013-12-12T10:53:43-08:00"
            },
            {
                "prompt": "Can you add some more information?",
                "answer": "Public API schemas provide necessary information to integrate with APIs...",
                "created_at": "2013-12-12T11:20:43-08:00"
            }
        ],
          "ai_agent": {
            "type": "ai_agent_text_gen",
            "basic_gen": {
              "model": "azure__openai__gpt_3_5_turbo_16k",
              "system_message": "You are a helpful travel assistant specialized in budget travel",
              "prompt_template": "It is `{current_date}`, and I have $8000 and want to spend a week in Azores. What should I see?",
              "num_tokens_for_completion": 8400,
              "llm_endpoint_params": {
                "type": "openai_params",
                "temperature": 2.0,
                "top_p": 1.0,
                "frequency_penalty": 1.5,
                "presence_penalty": 1.5,
                "stop": "<|im_end|>"
              },
              "embeddings": {
                "model": " openai__text_embedding_ada_002",
                "strategy": {
                  "id": "basic",
                  "num_tokens_per_chunk": 64
                }
              },
              "content_template": "---{content}---"
           }
        }
     }'

TypeScript Gen

await client.ai.createAiTextGen({
  prompt: 'Parapharse the document.s',
  items: [
    new AiTextGenItemsField({
      id: fileToAsk.id,
      type: 'file' as AiTextGenItemsTypeField,
      content:
        'The Earth goes around the sun. Sun rises in the East in the morning.',
    }),
  ],
  dialogueHistory: [
    {
      prompt: 'What does the earth go around?',
      answer: 'The sun',
      createdAt: dateTimeFromString('2021-01-01T00:00:00Z'),
    } satisfies AiDialogueHistory,
    {
      prompt: 'On Earth, where does the sun rise?',
      answer: 'East',
      createdAt: dateTimeFromString('2021-01-01T00:00:00Z'),
    } satisfies AiDialogueHistory,
  ],
} satisfies AiTextGen);

Python Gen

client.ai.create_ai_text_gen(
    "Parapharse the document.s",
    [
        CreateAiTextGenItems(
            id=file_to_ask.id,
            type=CreateAiTextGenItemsTypeField.FILE.value,
            content="The Earth goes around the sun. Sun rises in the East in the morning.",
        )
    ],
    dialogue_history=[
        AiDialogueHistory(
            prompt="What does the earth go around?",
            answer="The sun",
            created_at=date_time_from_string("2021-01-01T00:00:00Z"),
        ),
        AiDialogueHistory(
            prompt="On Earth, where does the sun rise?",
            answer="East",
            created_at=date_time_from_string("2021-01-01T00:00:00Z"),
        ),
    ],
    ai_agent=ai_text_gen_agent_config,
)

.NET Gen

await client.Ai.CreateAiTextGenAsync(requestBody: new AiTextGen(prompt: "Parapharse the document.s", items: Array.AsReadOnly(new [] {new AiTextGenItemsField(id: fileToAsk.Id, type: AiTextGenItemsTypeField.File) { Content = "The Earth goes around the sun. Sun rises in the East in the morning." }})) { DialogueHistory = Array.AsReadOnly(new [] {new AiDialogueHistory() { Prompt = "What does the earth go around?", Answer = "The sun", CreatedAt = Utils.DateTimeFromString(dateTime: "2021-01-01T00:00:00Z") },new AiDialogueHistory() { Prompt = "On Earth, where does the sun rise?", Answer = "East", CreatedAt = Utils.DateTimeFromString(dateTime: "2021-01-01T00:00:00Z") }}) });

Swift Gen (Beta)

try await client.ai.createAiTextGen(requestBody: AiTextGen(prompt: "Parapharse the document.s", items: [AiTextGenItemsField(id: fileToAsk.id, type: AiTextGenItemsTypeField.file, content: "The Earth goes around the sun. Sun rises in the East in the morning.")], dialogueHistory: [AiDialogueHistory(prompt: "What does the earth go around?", answer: "The sun", createdAt: try Utils.Dates.dateTimeFromString(dateTime: "2021-01-01T00:00:00Z")), AiDialogueHistory(prompt: "On Earth, where does the sun rise?", answer: "East", createdAt: try Utils.Dates.dateTimeFromString(dateTime: "2021-01-01T00:00:00Z"))]))

Java

List<BoxAIDialogueEntry> dialogueHistory = new ArrayList<>();
dialogueHistory.add(
        new BoxAIDialogueEntry(
            "Make my email about public APIs sound more professional",
            "Here is the first draft of your professional email about public APIs.",
            BoxDateFormat.parse("2013-05-16T15:26:57-07:00")
        )
    );
BoxAIResponse response = BoxAI.sendAITextGenRequest(
    api,
    "Write an email to a client about the importance of public APIs.",
    Collections.singletonList(new BoxAIItem("123456", BoxAIItem.Type.FILE)),
    dialogueHistory
);

Python

items = [{
    "id": "1582915952443",
    "type": "file",
    "content": "More information about public APIs"
}]
dialogue_history = [{
        "prompt": "Make my email about public APIs sound more professional",
        "answer": "Here is the first draft of your professional email about public APIs",
        "created_at": "2013-12-12T10:53:43-08:00"
    },
    {
        "prompt": "Can you add some more information?",
        "answer": "Public API schemas provide necessary information to integrate with APIs...",
        "created_at": "2013-12-12T11:20:43-08:00"
}]
ai_agent = {
    'type': 'ai_agent_text_gen',
    'basic_gen': {
        'model': 'openai__gpt_3_5_turbo_16k'
    }
}
answer = client.send_ai_text_gen(
    dialogue_history=dialogue_history,
    items=items,
    prompt="Write an email to a client about the importance of public APIs.",
    ai_agent=ai_agent
)
print(answer)

.NET

BoxAIResponse response = await client.BoxAIManager.SendAITextGenRequestAsync(
    new BoxAITextGenRequest
    {
        Prompt = "What is the name of the file?",
        Items = new List<BoxAITextGenItem>() { new BoxAITextGenItem() { Id = "12345" } },
        DialogueHistory = new List<BoxAIDialogueHistory>()
        {
            new BoxAIDialogueHistory() { Prompt = "What is the name of the file?", Answer = "MyFile", CreatedAt = DateTimeOffset.Parse("2024-05-16T15:26:57-07:00") }
            new BoxAIDialogueHistory() { Prompt = "What is the size of the file?", Answer = "10kb", CreatedAt =  DateTimeOffset.Parse("2024-05-16T15:26:57-07:00") }
        }
    };
);

Node

client.ai.textGen(
    {
        prompt: 'What is the capital of France?',
        items: [
            {
                type: 'file',
                id: '12345'
            }
        ],
        dialogue_history: [
            {
                prompt: 'What is the capital of France?',
                answer: 'Paris',
                created_at: '2021-10-01T00:00:00Z'
            },
            {
                prompt: 'What is the capital of Germany?',
                answer: 'Berlin',
                created_at: '2021-10-01T00:00:00Z'
            }
        ]
    })
    .then(response => {
        /* response -> {
            "answer": "The capital of France is Paris.",
            "created_at": "2021-10-01T00:00:00Z",
            "completion_reason": "done"
        } */
    });

To make a call, you must pass the following parameters. Mandatory parameters are in bold.

Note: The items array can have exactly one element.

Parameter	Description	Example
`prompt`	The request for Box AI to generate or refine the text. The prompt's length cannot exceed 10000 characters.	Create a meeting agenda for a weekly sales meeting.
`items.id`	Box file ID of the document.	`1233039227512`
`items.type`	The type of the supplied input.	`file`
`items.content`	The content of the item, often the text representation.	`This article is about Box AI`.
`dialogue_history.prompt`	The prompt previously provided by the client and answered by the Large Language Model (LLM).	`Make my email about public APIs sound more professional`
`dialogue_history.answer`	The answer previously provided by the LLM.	`Here is a draft of your professional email about public APIs.`
`dialogue_history.created_at`	The ISO date formatted timestamp of when the previous answer to the prompt was created.	`2012-12-12T10:53:43-08:00`
`ai_agent`	The AI agent used to override the default agent configuration. This parameter allows you to, for example, replace the default LLM with a custom one using the `model` parameter, tweak the base `prompt` to allow for a more customized user experience, or change an LLM parameter, such as `temperature`, to make the results more or less creative. Before you use the `ai_agent` parameter, you can get the default configuration using the `GET 2.0/ai_agent_default` request. For specific use cases, see the AI model overrides tutorial

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