LM Studio Embeddings

Generate embeddings using locally-hosted LM Studio

Overview

LM Studio provides a user-friendly interface for running embedding models locally.

Quick Start

from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="lm_studio/nomic-embed-text",
    api_base="http://localhost:1234/v1"
)
print(f"Dimensions: {len(result.embeddings[0])}")

CLI Usage

praisonai embed "Hello world" --model lm_studio/nomic-embed-text

Setup

1. Download and install LM Studio from https://lmstudio.ai
2. Load an embedding model
3. Start the local server

export LM_STUDIO_API_BASE="http://localhost:1234/v1"

Related

• Embedding Providers Overview
• Ollama Embeddings