halong_embedding
halong_embedding (contextboxai, 2024) is an embedding model. halong_embedding is an open-weights embed model.
by contextboxai
Best for
Ways to use halong_embedding in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your contextboxai API key. osFoundry discovers halong_embedding 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
halong_embedding 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.
halong_embedding vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about halong_embedding
Is halong_embedding free to use?
halong_embedding 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 halong_embedding 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 halong_embedding locally?
Yes. halong_embedding is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is halong_embedding best at?
halong_embedding is well-suited to sentence similarity.
How do I use halong_embedding in osFoundry?
Paste your contextboxai API key in the key dialog (or deploy the open weights for self-hostable models), assign halong_embedding to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by contextboxai on July 6, 2024. Source: https://huggingface.co/contextboxai/halong_embedding