Praison AI

Together AI Embeddings

Generate embeddings using Together AI's hosted models

Overview

Together AI provides access to various open-source embedding models through their inference API.

Quick Start

python
from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="together_ai/togethercomputer/m2-bert-80M-8k-retrieval"
)
print(f"Dimensions: {len(result.embeddings[0])}")

CLI Usage

bash
praisonai embed "Hello world" --model together_ai/togethercomputer/m2-bert-80M-8k-retrieval

Setup

bash
export TOGETHER_API_KEY="your-together-api-key"

Available Models

ModelDimensions
together_ai/togethercomputer/m2-bert-80M-8k-retrieval768
together_ai/BAAI/bge-large-en-v1.51024
together_ai/BAAI/bge-base-en-v1.5768

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