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Abstract API for AI model clients

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* An abstract API for AI model clients
 * Providing portable client request options while still allowing vendor specific options when required.  Implemented only for StabilityAI/OpenAI ImageClient
 * Support for text->image for openai and stabilityai.

  Partial fix for #27 :  Text To Image and Fixes #266 and Fixes #261
This commit is contained in:
Mark Pollack
2024-01-15 00:06:24 -05:00
committed by Christian Tzolov
parent 08fa0e393c
commit 243cef976c
162 changed files with 3691 additions and 630 deletions
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spring-ai-docs/src/main/antora/modules/ROOT/pages/api/embeddings/onnx.adoc
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@@ -22,7 +22,7 @@ python3 -m venv venv
source ./venv/bin/activate
(venv) pip install --upgrade pip
(venv) pip install optimum onnx onnxruntime
(venv) optimum-cli export onnx --model sentence-transformers/all-MiniLM-L6-v2 onnx-output-folder
(venv) optimum-cli export onnx --generative sentence-transformers/all-MiniLM-L6-v2 onnx-output-folder
----
The snippet exports the https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2[sentence-transformers/all-MiniLM-L6-v2] transformer into the `onnx-output-folder` folder. Later includes the `tokenizer.json` and `model.onnx` files used by the embedding client.