AI that stays on your computer.
A working picture of Oatmilk on local models. Pick Ollama, LM Studio or an OpenAI-compatible server, see the model for each role, test each one, and move a role to the cloud. With every role local, nothing leaves the computer.
Ollama 0.35 at localhost:11434Memory
- Chat & readingqwen3.5:9bchat and images
- Classifiertev1Decision model · same gates as Jev
- Embeddingsnomic-embed-textembeddings
Nothing leaves this computer↑ 0 out
Test · ClassifierOn this computer · tev1
Same purchase? Figma receipt · $45.00 and FIGMA.COM · Oct 3 · −$45.00
Same purchase99%
Not the same1%
Confidence97%
MatchedDecision models keep the same gates: 98% sure and 95% confident.
~ $ oatmilk models
● Ollama http://127.0.0.1:11434/v1
Oatmilk uses Ollama http://127.0.0.1:11434/v1
Chat & agents qwen3.5:9b
Reading documents qwen3.5:9b
Classifiers tev1 (decision model)
Embeddings nomic-embed-text
How it works.
- Start Ollama or LM Studio
- Oatmilk picks models that fit
- Test each one, then use it
What it does.
- Ollama, LM Studio or any OpenAI-compatible server
- Models that fit your memory
- The classifier, on your machine
- Nothing leaves this computer
- Local and cloud by role
- oatmilk models
Mix local and cloud by role.
Self-hostingEach kind of model call runs on this computer or in the cloud. The settings beside it change to match, with OATMILK_LOCAL_ROLES naming the local ones.
- Ask AI & tools
- Reading documents
- Classifiers
- Embeddings
- Voice input
OATMILK_MODEL_PROVIDER=ollama
OATMILK_LOCAL_MODEL=qwen3.5:9b
OATMILK_LOCAL_CLASSIFIER_MODEL=tev1
OATMILK_LOCAL_CLASSIFIER_API=systemone
OATMILK_LOCAL_ROLES=vision,classifier
The classifier, on your machine.
ClassifierA card charge from Figma is classified on this computer: one call, two questions, a probability for every answer. A decision model also gives a confidence, so a receipt match can go through; a chat model doesn't, so the match waits for a person.
FigmaOct 3 · Card · −$45.00
What kind of payment?
Purchase96%
Own transfer3%
Unclear1%
Which category?
Software93%
Office5%
None fits2%
Confidence96%
CategorySoftware
Receipt matchMatched