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Documentation Index

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Together AI Embeddings Configuration

Together AI Embeddings Configuration Interface The Together AI embeddings configuration screen in PipesHub where you’ll enter your API Key, Model Name, and optional Endpoint URL PipesHub allows you to integrate with Together AI’s embedding models to enable vector search, semantic similarity, and document retrieval in your workspace. Together AI provides access to a range of open-source embedding models with fast, scalable cloud inference.

Required Fields

API Key *

The API Key is required to authenticate your requests to Together AI’s services. How to obtain an API Key:
  1. Log in to the Together AI Platform
  2. Navigate to the “API Keys” section in your account settings
  3. Click “Create API Key”
  4. Copy the generated API key
Security Note: Your API key should be kept secure and never shared publicly. PipesHub securely stores your API key and uses it only for authenticating requests to Together AI.

Model Name *

The Model Name field defines which embedding model you want to use through Together AI. Available Together AI embedding models:
  • togethercomputer/m2-bert-80M-32k-retrieval - A fast, retrieval-optimised embedding model with a 32K token context window
How to choose a model:
  • For retrieval tasks requiring long document support, select togethercomputer/m2-bert-80M-32k-retrieval
  • Browse Together AI’s model catalog for the full list of available embedding models
  • Use the exact model identifier shown in the catalog

Optional Fields

Endpoint URL

The base API endpoint for Together AI. Leave blank to use the default Together AI API endpoint. Default: https://api.together.xyz/v1/ When to set this:
  • If you are routing traffic through a custom proxy or gateway
  • For enterprise deployments with a dedicated Together AI endpoint
If left blank, PipesHub will use the standard Together AI API endpoint automatically.

Configuration Steps

As shown in the image above:
  1. Click Configure on the Together AI provider card
  2. Enter your Together AI API Key in the designated field (marked with *)
  3. Specify your desired Model Name (marked with *)
  4. (Optional) Enter a custom Endpoint URL — leave blank to use the default
  5. Click Add Model to save and validate your credentials
API Key and Model Name are required fields. Endpoint URL is optional and defaults to the Together AI API if left blank.

Usage Considerations

  • API usage will count against your Together AI account’s quota and billing
  • Different models have different pricing — check Together AI pricing for details
  • Together AI provides fast, scalable cloud inference for open-source embedding models

Troubleshooting

  • If you encounter authentication errors, verify your API key is correct and has not expired
  • Ensure your Together AI account has billing or credits set up
  • Check that the model name uses the exact format shown in Together AI’s model catalog
  • If you are experiencing rate limits, check your usage in the Together AI dashboard
For additional support, refer to the Together AI documentation or contact PipesHub support.