ColQwen2 example (#944)

* Add ColQwen2 notebook example * Add ColQwen2 notebook example * Add to TOC * Add tqdm as explicit dep and rename app --------- Co-authored-by: Thomas Hjelde Thoresen <[email protected]>
vespa-engine · Oct 1, 2024 · e3b1f3b · e3b1f3b
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diff --git a/docs/sphinx/source/examples.rst b/docs/sphinx/source/examples.rst
@@ -26,3 +26,4 @@ Examples
    examples/simplified-retrieval-with-colpali-vlm_Vespa-cloud.ipynb
    examples/colpali-document-retrieval-vision-language-models-cloud.ipynb
    examples/colpali-benchmark-vqa-vlm_Vespa-cloud.ipynb
+   examples/pdf-retrieval-with-ColQwen2-vlm_Vespa-cloud.ipynb
diff --git a/docs/sphinx/source/examples/colpali-document-retrieval-vision-language-models-cloud.ipynb b/docs/sphinx/source/examples/colpali-document-retrieval-vision-language-models-cloud.ipynb
@@ -50,6 +50,9 @@
                 "\n",
                 "For a simpler example where we use one vespa document = One PDF page, see [simplified-retrieval-with-colpali](https://pyvespa.readthedocs.io/en/latest/examples/simplified-retrieval-with-colpali-vlm_Vespa-cloud.html).\n",
                 "\n",
+                "Consider following the [ColQWen2](https://pyvespa.readthedocs.io/en/latest/examples/pdf-retrieval-with-ColQwen2-vlm_Vespa-cloud.html) notebook instead as it\n",
+                "use a better model with improved performance (Both accuracy and speed).\n",
+                "\n",
                 "We also store the base64 encoded image, and page meta data like title and url so that we can display it in the result page, but also\n",
                 "use it for RAG with powerful LLMs with vision capabilities. \n",
                 "\n",