forked from Mirror/ollama4j
f914707536
Added new documentation for 'chat-with-thinking' and 'generate-thinking' APIs, including usage examples and streamed output. Updated existing API docs to improve example clarity, response formatting, and added more interactive output using TypewriterTextarea. Removed deprecated 'list-library-models' doc and made minor README updates.
80 lines
1.4 KiB
Markdown
80 lines
1.4 KiB
Markdown
---
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sidebar_position: 5
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---
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import CodeEmbed from '@site/src/components/CodeEmbed';
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# Generate Embeddings
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Generate embeddings from a model.
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### Using `embed()`
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<CodeEmbed src="https://raw.githubusercontent.com/ollama4j/ollama4j-examples/refs/heads/main/src/main/java/io/github/ollama4j/examples/GenerateEmbeddings.java" />
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::::tip[LLM Response]
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```json
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[
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[
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0.010000081,
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-0.0017487297,
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0.050126992,
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0.04694895,
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0.055186987,
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0.008570699,
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0.10545243,
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-0.02591801,
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0.1296789,
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],
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[
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-0.009868476,
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0.060335685,
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0.025288988,
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-0.0062160683,
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0.07281043,
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0.017217565,
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0.090314455,
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-0.051715206,
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]
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]
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```
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::::
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You could also use the `OllamaEmbedRequestModel` to specify the options such as `seed`, `temperature`, etc., to apply
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for generating embeddings.
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<CodeEmbed src="https://raw.githubusercontent.com/ollama4j/ollama4j-examples/refs/heads/main/src/main/java/io/github/ollama4j/examples/GenerateEmbeddingsWithRequestModel.java" />
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You will get a response similar to:
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::::tip[LLM Response]
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```json
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[
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[
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0.010000081,
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-0.0017487297,
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0.050126992,
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0.04694895,
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0.055186987,
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0.008570699,
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0.10545243,
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-0.02591801,
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0.1296789,
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],
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[
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-0.009868476,
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0.060335685,
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0.025288988,
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-0.0062160683,
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0.07281043,
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0.017217565,
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0.090314455,
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-0.051715206,
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]
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]
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```
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:::: |