mirror of
https://github.com/amithkoujalgi/ollama4j.git
synced 2025-11-03 10:00:41 +01:00
0aeabcc963
Refactored error handling in OllamaChatEndpointCaller by extracting status code checks into a helper method. Improved logging for image loading errors in OllamaChatRequestBuilder. Updated integration and unit tests to relax assertions and clarify comments. Minor documentation formatting fixes and Makefile improvement for reproducible npm installs.
80 lines
1.4 KiB
Markdown
80 lines
1.4 KiB
Markdown
---
|
|
sidebar_position: 1
|
|
---
|
|
|
|
import CodeEmbed from '@site/src/components/CodeEmbed';
|
|
|
|
# Generate Embeddings
|
|
|
|
Generate embeddings from a model.
|
|
|
|
### Using `embed()`
|
|
|
|
<CodeEmbed src="https://raw.githubusercontent.com/ollama4j/ollama4j-examples/refs/heads/main/src/main/java/io/github/ollama4j/examples/GenerateEmbeddings.java" />
|
|
|
|
:::tip[LLM Response]
|
|
|
|
```json
|
|
[
|
|
[
|
|
0.010000081,
|
|
-0.0017487297,
|
|
0.050126992,
|
|
0.04694895,
|
|
0.055186987,
|
|
0.008570699,
|
|
0.10545243,
|
|
-0.02591801,
|
|
0.1296789,
|
|
],
|
|
[
|
|
-0.009868476,
|
|
0.060335685,
|
|
0.025288988,
|
|
-0.0062160683,
|
|
0.07281043,
|
|
0.017217565,
|
|
0.090314455,
|
|
-0.051715206,
|
|
]
|
|
]
|
|
```
|
|
|
|
:::
|
|
|
|
You could also use the `OllamaEmbedRequestModel` to specify the options such as `seed`, `temperature`, etc., to apply
|
|
for generating embeddings.
|
|
|
|
<CodeEmbed src="https://raw.githubusercontent.com/ollama4j/ollama4j-examples/refs/heads/main/src/main/java/io/github/ollama4j/examples/GenerateEmbeddingsWithRequestModel.java" />
|
|
|
|
You will get a response similar to:
|
|
|
|
:::tip[LLM Response]
|
|
|
|
```json
|
|
[
|
|
[
|
|
0.010000081,
|
|
-0.0017487297,
|
|
0.050126992,
|
|
0.04694895,
|
|
0.055186987,
|
|
0.008570699,
|
|
0.10545243,
|
|
-0.02591801,
|
|
0.1296789,
|
|
],
|
|
[
|
|
-0.009868476,
|
|
0.060335685,
|
|
0.025288988,
|
|
-0.0062160683,
|
|
0.07281043,
|
|
0.017217565,
|
|
0.090314455,
|
|
-0.051715206,
|
|
]
|
|
]
|
|
```
|
|
|
|
::: |