BiCA-base
bisectgroup's BiCA-base is a embedding model. BiCA-base is an open-weights embed model.
by bisectgroup
Best for
Ways to use BiCA-base in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your bisectgroup API key. osFoundry discovers BiCA-base 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
BiCA-base 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.
BiCA-base vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about BiCA-base
Is BiCA-base free to use?
BiCA-base 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 BiCA-base 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 BiCA-base locally?
Yes. BiCA-base is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is BiCA-base best at?
BiCA-base is well-suited to sentence similarity.
How do I use BiCA-base in osFoundry?
Paste your bisectgroup API key in the key dialog (or deploy the open weights for self-hostable models), assign BiCA-base to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by bisectgroup on July 22, 2025. Source: https://huggingface.co/bisectgroup/BiCA-base