docs: Initial import from localai-website (#1312)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto 2023-11-22 18:13:50 +01:00 committed by GitHub
parent 763f94ca80
commit c5c77d2b0d
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
66 changed files with 6111 additions and 0 deletions

View file

@ -0,0 +1,37 @@
+++
disableToc = false
title = "Easy Setup - Embeddings"
weight = 2
+++
To install an embedding model, run the following command
```bash
curl http://localhost:8080/models/apply -H "Content-Type: application/json" -d '{
"id": "model-gallery@bert-embeddings"
}'
```
Now we need to make a ``bert.yaml`` in the models folder
```yaml
backend: bert-embeddings
embeddings: true
name: text-embedding-ada-002
parameters:
model: bert
```
**Restart LocalAI after you change a yaml file**
When you would like to request the model from CLI you can do
```bash
curl http://localhost:8080/v1/embeddings \
-H "Content-Type: application/json" \
-d '{
"input": "The food was delicious and the waiter...",
"model": "text-embedding-ada-002"
}'
```
See [OpenAI Embedding](https://platform.openai.com/docs/api-reference/embeddings/object) for more info!