Ollama Embedding Model
by Kitworks Systems
950,00 €
| Odoo Apps Dependencies | base, base_automation, bus, http_routing, mail |
| Community Apps Dependencies | Show |
| Technical Name | kw_ai_embed_ollama |
| License | OPL-1 |
| Website | https://kitworks.systems/ |
| Versions | 17.0 18.0 19.0 |
AI Connector — Embedding Model
Ollama Embeddings — Local, Private, Free
Generate embeddings entirely on your own hardware using Ollama's open-source models. No API costs, no data leaves your network.
$0
API Cost
local
Data Residency
any model
Model Choice
Recommended Embedding Models
| Model | Dimensions | Size | Best For |
|---|---|---|---|
| nomic-embed-text | 768 | 274 MB | General use, recommended default |
| mxbai-embed-large | 1024 | 669 MB | Maximum local accuracy |
| all-minilm | 384 | 46 MB | Resource-constrained hardware |
| any Ollama model | varies | varies | Custom / domain-specific |
Capabilities
- ✓ Complete data privacy — embeddings generated locally, nothing sent to external APIs
- ✓ Zero ongoing cost — no per-token charges regardless of indexing volume
- ✓ Shared Ollama instance — reuses the same server as kw_ai_ollama LLM provider
- ✓ Any embedding model — configure any model available in your Ollama installation
- ✓ Air-gap friendly — works in fully offline environments after model download
Requirements
- ✓ kw_ai — AI Connector core
- ✓ kw_ai_rag — RAG orchestration module
- ✓ Ollama running locally or on an accessible server
- ✓ An embedding model pulled into Ollama (e.g.
ollama pull nomic-embed-text) - ✓ Any RAG backend module
Semantic search with zero data exposure
Your data stays on your servers. No API keys. No per-token billing.
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