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content/guides/box-ai/ai-models/aws-claude-3-5-sonnet-model-card.md
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--- | ||
rank: 14 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# AWS Claude 3.5 Sonnet | ||
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## Overview | ||
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**AWS Claude 3.5 Sonnet** model is designed to enhance language understanding and generation tasks. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**AWS Claude 3.5 Sonnet**| The name of the model. | | ||
|API model name|`aws__claude_3_5_sonnet`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Amazon Web Services (AWS)** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**AWS Bedrock**| The organization that provides this model. | | ||
|Release date| **June 20th, 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **April 2024**| The date after which the model does not get any information updates. | | ||
|Input context window |**200k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens | **4k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **Not specified**| The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use. | | ||
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## Additional documentation | ||
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For additional information, see [official AWS Claude 3.5 Sonnet documentation][aws-claude]. | ||
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[aws-claude]: https://aws.amazon.com/bedrock/claude/ | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/aws-claude-3-haiku-model-card.md
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--- | ||
rank: 15 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# AWS Claude 3 Haiku | ||
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## Overview | ||
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**AWS Claude 3 Haiku** model is tailored for various language tasks, including creative writing and conversational AI. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**AWS Claude 3 Haiku**| The name of the model. | | ||
|API model name|`aws__claude_3_haiku`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Amazon Web Services (AWS)** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**Anthropic**| The organization that provides this model. | | ||
|Release date| **March 13th, 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **August 2023**| The date after which the model does not get any information updates. | | ||
|Input context window |**200k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens | **4k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **117** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use. | | ||
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## Additional documentation | ||
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For additional information, see [official AWS Claude 3 Haiku documentation][aws-claude]. | ||
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[aws-claude]: https://aws.amazon.com/bedrock/claude/ | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/aws-claude-3-sonnet-model-card.md
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--- | ||
rank: 16 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# AWS Claude 3 Sonnet | ||
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**AWS Claude 3 Sonnet** model is designed for advanced language tasks, focusing on comprehension and context handling. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**AWS Claude 3 Sonnet**| The name of the model. | | ||
|API model name|`aws__claude_3_sonnet`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Amazon Web Services (AWS)** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**Anthropic**| The organization that provides this model. | | ||
|Release date| **March 4th 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **August 2023**| The date after which the model does not get any information updates. | | ||
|Input context window |**200k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens | **4k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **49.8** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use.| | ||
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## Additional documentation | ||
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For additional information, see [official AWS Claude 3 Sonnet documentation][aws-claude]. | ||
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[aws-claude]: https://aws.amazon.com/bedrock/claude/ | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/aws-titan-text-lite-model-card.md
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--- | ||
rank: 17 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# AWS Titan Text Lite | ||
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**AWS Titan Text Lite** model is designed for advanced language processing, capable of handling extensive contexts, making it suitable for complex tasks, | ||
although the model itself is lightweight. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**AWS Titan Text Lite**| The name of the model. | | ||
|API model name|`aws__titan_text_lite`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Amazon Web Services (AWS)** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**Anthropic**| The organization that provides this model. | | ||
|Release date| **September 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **Not provided**| The date after which the model does not get any information updates. | | ||
|Input context window |**128k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens | **4k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **Not specified** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use.| | ||
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## Additional documentation | ||
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For additional information, see [official AWS Titan documentation][aws-titan]. | ||
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[aws-titan]: https://aws.amazon.com/bedrock/titan/ | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/azure-openai-gpt-4o-2024-05-13-model-card.md
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--- | ||
rank: 3 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# Azure OpenAI GPT-4o-2024-05-13 | ||
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**Azure OpenAI GPT-4o-2024-05-13** is a multimodal model designed to handle lightweight tasks. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**GPT-4o 2024-05-13**| The name of the model. | | ||
|API model name|`azure__openai__gpt_4o_2024-05-13`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Microsoft Azure** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**OpenAI**| The organization that provides this model. | | ||
|Release date|**May 13th, 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **September 2023**| The date after which the model does not get any information updates. | | ||
|Input context window |**128k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens |**2k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **87.5** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use.| | ||
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## Additional documentation | ||
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For additional information, see [official Azure OpenAI GPT-4o-2024-05-13 documentation][azure-ai-mini-4o-model]. | ||
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[azure-ai-mini-4o-model]: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=python-secure#gpt-4o-and-gpt-4-turbo | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/azure-openai-gpt-4o-mini-model-card.md
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--- | ||
rank: 4 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# Azure OpenAI GPT-4o Mini | ||
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**Azure OpenAI GPT-4o Mini** is a multimodal model designed to handle lightweight tasks. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**GPT-4o Mini**| The name of the model. | | ||
|API model name|`azure__openai__gpt_4o_mini`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Microsoft Azure** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**OpenAI**| The organization that provides this model. | | ||
|Release date|**July 18th, 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **October 2023**| The date after which the model does not get any information updates. | | ||
|Input context window |**128k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens |**16k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **85.4** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use.| | ||
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## Usage | ||
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Box Webapp uses this model to cover the following use cases: | ||
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* Creating content | ||
* Editing content | ||
* Creating summaries | ||
* Single doc Q&A on text | ||
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Box AI API uses this model to cover the following use cases: | ||
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* Creating content | ||
* Editing content | ||
* Creating summaries | ||
* Single doc Q&A on text | ||
* Extracting metadata | ||
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## Additional documentation | ||
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For additional information, see [official Azure OpenAI GPT-4o Mini documentation][azure-ai-mini-4o-model]. | ||
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[azure-ai-mini-4o-model]: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=python-secure#gpt-4o-and-gpt-4-turbo | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/azure-text-embedding-ada-002-model-card.md
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--- | ||
rank: 5 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
# Azure text-embedding-ada-002 | ||
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**Azure text-embedding-ada-002** is a multimodal model designed to handle lightweight tasks. | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**text-embedding-ada-002**| The name of the model. | | ||
|API model name|`azure__openai__text_embedding_ada_002`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Microsoft Azure** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**OpenAI**| The organization that provides this model. | | ||
|Release date|**December 2022** | The release date for the model.| | ||
|Knowledge cutoff date| **September 2021**| The date after which the model does not get any information updates. | | ||
|Input context window |**8k tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens |**Not applicable** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **1000** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use.| | ||
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## Additional documentation | ||
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For additional information, see [official Azure Embeddings models documentation][azure-ai-embeddings]. | ||
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[azure-ai-embeddings]: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#embeddings | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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content/guides/box-ai/ai-models/google-gemini-1-5-flash-001-model-card.md
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--- | ||
rank: 6 | ||
related_guides: | ||
- box-ai/ask-questions | ||
- box-ai/generate-text | ||
- box-ai/extract-metadata | ||
- box-ai/extract-metadata-structured | ||
- box-ai/ai-agents/get-agent-default-config | ||
--- | ||
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# Google Gemini 1.5 Flash | ||
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**Google Gemini 1.5 Flash** is a multimodal model designed to handle lightweight tasks. It is designed for high-volume, low-latency tasks, making it highly efficient for large-scale use cases like summarization, multimodal processing, and categorization | ||
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## Model details | ||
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| Item | Value | Description | | ||
|-----------|----------|----------| | ||
|Model name|**Google Gemini 1.5 Flash**| The name of the model. | | ||
|API model name|`google__gemini_1_5_flash_001`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. | | ||
|Hosting layer| **Google** | The trusted organization that securely hosts LLM. | | ||
|Model provider|**Google**| The organization that provides this model. | | ||
|Release date|**May 14th 2024** | The release date for the model.| | ||
|Knowledge cutoff date| **November 2023**| The date after which the model does not get any information updates. | | ||
|Input context window |**1m tokens**| The number of tokens supported by the input context window.| | ||
|Maximum output tokens |**8k tokens** |The number of tokens that can be generated by the model in a single request.| | ||
|Empirical throughput| **176** | The number of tokens the model can generate per second.| | ||
|Open source | **No** | Specifies if the model's code is available for public use. | | ||
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## Additional documentation | ||
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For additional information, see [official Google Gemini 1.5 Flash documentation][vertex-ai-gemini-models]. | ||
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[vertex-ai-gemini-models]: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-models | ||
[overrides]: g://box-ai/ai-agents/overrides-tutorial |
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