Together AI Integration

The Together AI integration in BuildShip allows users to seamlessly connect with Together AI’s API to leverage powerful generative AI capabilities. Users can easily generate embeddings, text completions, and chat-based completions, incorporating advanced AI models into their workflows with minimal effort. Together AI provides access to 100+ open-source models through its serverless Inference Engine, enabling efficient use of leading models for tasks such as text generation and embedding creation directly from BuildShip.

By utilizing BuildShip's Together AI nodes, users can simplify the integration of AI-powered features into their applications. This documentation will guide you through configuring API keys and working with the provided nodes to fully integrate these AI services.

Prerequisites ✅

Before you can start using the Together AI Nodes in BuildShip, ensure you have the following prerequisites in place:

Together AI Account

You will need an active Together AI account to utilize this integration. If you do not have an account, you can create one at Together AI (opens in a new tab).

Together AI API Authentication

You will need a Together AI API Key to authenticate your requests. For more information on obtaining an API Key, refer to the Together AI API documentation (opens in a new tab).

• API Key: The Together AI API key is required to authenticate each request you make through the BuildShip nodes.

Set API Key

Before using any of the Together AI nodes, set your API key for authentication.

Inputs

• API Key: The API key obtained from Together AI for authentication. Make sure to keep it secure.

Create Embeddings

The "Create Embeddings" node allows you to generate numerical embeddings for text input using Together AI's models.

Inputs

• Model: The AI model that will be used to generate the embeddings. Refer to the Together AI Models (opens in a new tab) for available models.

• Input: The text or data for which you want to generate embeddings. This could be a single text input or multiple entries (batch processing).

• API Key: Your Together AI API Key for authentication.

Output

The node returns a set of embeddings based on the input data, which you can further use in your AI or data processing workflows.

Create Completions

The "Create Completions" node generates text completions based on a given input prompt using Together AI's models.

Inputs

• Prompt: The input text that the model will use to generate the completion. This can be anything from a sentence to a paragraph.

• Model: The model to be used for generating text completions. Refer to the Together AI Models (opens in a new tab) for options.

• Max Tokens: The maximum number of tokens (words or subwords) to generate in the completion.

• API Key: Your Together AI API Key for authentication.

Output

The node returns a generated text completion based on the provided prompt and model settings.

Create Chat Completions

The "Create Chat Completions" node allows you to interact with a chat-based model, where the AI generates a response based on system and user prompts.

Inputs

• System Prompt: The initial prompt that sets the context for the AI’s behavior or instructions. This helps guide the model’s responses.

• User Prompt: The user’s input or question, for which the model will generate a reply.

• Model: The chat model to be used for generating responses. Refer to the Together AI Chat Models (opens in a new tab) for available options.

• API Key: Your Together AI API Key for authentication.

Output

The node returns a generated response based on the input prompts and model configuration. This can be integrated into chat-based applications or other conversational workflows.

Summary

The Together AI integration in BuildShip empowers you to incorporate state-of-the-art AI features into your workflows with minimal effort. By using these nodes, you can efficiently generate text embeddings, completions, and chat responses, enhancing your applications with AI-driven capabilities. For more detailed API documentation, visit Together AI Documentation (opens in a new tab).