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* fix: nightly now properly gets 1.9.0 branch (#12215) before it was attempting to pull release-notes as letters are alphanumerically after numbers when we sort -V then grab tail now we only look at branch names that follow the pattern '^release-[0-9]+\.[0-9]+\.[0-9]+$' * docs: add search icon (#12216) add-back-svg * initial-content * cut-1.8-release-and-include-next-version * stage-1.8.0-and-next --------- Co-authored-by: Adam-Aghili <149833988+Adam-Aghili@users.noreply.github.com>
49 lines
2.3 KiB
Plaintext
49 lines
2.3 KiB
Plaintext
---
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title: AI/ML API
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slug: /bundles-aiml
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---
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import Icon from "@site/src/components/icon";
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import PartialParams from '@site/docs/_partial-hidden-params.mdx';
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<Icon name="Blocks" aria-hidden="true" /> [**Bundles**](/components-bundle-components) contain custom components that support specific third-party integrations with Langflow.
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This page describes the components that are available in the **AI/ML** bundle.
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## AI/ML API text generation
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This component creates a `ChatOpenAI` model instance using the AI/ML API.
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The output is exclusively a **Language Model** ([`LanguageModel`](/data-types#languagemodel)) that you can connect to another LLM-driven component, such as a **Smart Transform** component.
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For more information, see the [AI/ML API Langflow integration documentation](https://docs.aimlapi.com/integrations/langflow) and [Language model components](/components-models).
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### AI/ML API text generation parameters
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<PartialParams />
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| Name | Type | Description |
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|------|------|-------------|
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| max_tokens | Integer | Input parameter. The maximum number of tokens to generate. Set to 0 for unlimited tokens. Range: 0-128000. |
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| model_kwargs | Dictionary | Input parameter. Additional keyword arguments for the model. |
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| model_name | String | Input parameter. The name of the AIML model to use. Options are predefined in `AIML_CHAT_MODELS`. |
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| aiml_api_base | String | Input parameter. The base URL of the AIML API. Defaults to `https://api.aimlapi.com`. |
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| api_key | SecretString | Input parameter. The AIML API Key to use for the model. |
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| temperature | Float | Input parameter. Controls randomness in the output. Default: `0.1`. |
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## AI/ML API Embeddings
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The **AI/ML API Embeddings** component generates embeddings using the [AI/ML API](https://docs.aimlapi.com/api-overview/embeddings).
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The output is [`Embeddings`](/data-types#embeddings).
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Specifically, an instance of `AIMLEmbeddingsImpl`.
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For more information about using embedding model components in flows, see [Embedding model components](/components-embedding-models).
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### AI/ML API Embeddings parameters
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<PartialParams />
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| Name | Type | Description |
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|------|------|-------------|
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| model_name | String | Input parameter. The name of the AI/ML embedding model to use. |
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| aiml_api_key | SecretString | Input parameter. The API key required for authenticating with the AI/ML service. | |