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Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

Use this file to discover all available pages before exploring further.

Overview

NVIDIA NIM provides optimized inference for embedding models with GPU acceleration.

Quick Start

from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="nvidia_nim/NV-Embed-QA"
)
print(f"Dimensions: {len(result.embeddings[0])}")

CLI Usage

praisonai embed "Hello world" --model nvidia_nim/NV-Embed-QA

Setup

export NVIDIA_NIM_API_KEY="your-nvidia-api-key"

Available Models

ModelDimensions
nvidia_nim/NV-Embed-QA1024
nvidia_nim/nvidia/nv-embedqa-e5-v51024