LGAI-Embedding-Preview
Built by annamodels, LGAI-Embedding-Preview is an embedding model. LGAI-Embedding-Preview is an open-weights embed model.
by annamodels
Best for
Ways to use LGAI-Embedding-Preview in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your annamodels API key. osFoundry discovers LGAI-Embedding-Preview automatically — assign it to a Maestro role (router, direct, orchestrator, or fallback) in the Pipeline tab and it is live in every chat. Your key, your provider account — no token markup.
Deploy a dedicated endpoint
LGAI-Embedding-Preview is open-weights — run it locally for free, or deploy a dedicated GPU endpoint in your workspace for reserved capacity with no rate limits.
Use it in a Room App
Room Apps declare AI features in their manifest, then call them with invokeAI:
import { invokeAI } from '@osfoundry/app-sdk'
// 'summarize' is an AI feature declared in your app manifest.
const result = await invokeAI('summarize', userText)
Call it from your own apps
Once a model is wired into your workspace you can host it as an API and reach it from your own services, scripts, or CI — outside osFoundry.
LGAI-Embedding-Preview vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about LGAI-Embedding-Preview
Is LGAI-Embedding-Preview free to use?
LGAI-Embedding-Preview is free to run locally on your own hardware. Hosted access through osFoundry is metered (input Free (local), output Free (local)). You can switch between local and hosted at any time.
Can I use LGAI-Embedding-Preview commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
Can I run LGAI-Embedding-Preview locally?
Yes. LGAI-Embedding-Preview is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is LGAI-Embedding-Preview best at?
LGAI-Embedding-Preview is well-suited to sentence similarity.
How do I use LGAI-Embedding-Preview in osFoundry?
Paste your annamodels API key in the key dialog (or deploy the open weights for self-hostable models), assign LGAI-Embedding-Preview to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by annamodels on June 11, 2025. Source: https://huggingface.co/annamodels/LGAI-Embedding-Preview