From 9dfa8c4ccf8aa2d0256cb7505786868bbceb881f Mon Sep 17 00:00:00 2001 From: ethan Date: Sun, 3 Nov 2024 22:37:42 -0800 Subject: [PATCH] update gradio UI --- notebooks/multimodal-rag/README.md | 2 +- .../multimodal-rag-llamaindex.ipynb | 79 +++++++++++++------ 2 files changed, 58 insertions(+), 23 deletions(-) diff --git a/notebooks/multimodal-rag/README.md b/notebooks/multimodal-rag/README.md index 1ae215d57b1..3c5f5d3d420 100644 --- a/notebooks/multimodal-rag/README.md +++ b/notebooks/multimodal-rag/README.md @@ -4,7 +4,7 @@ Constructing a RAG pipeline for text is relatively straightforward, thanks to th To build a truly multimodal search for videos, you need to work with different modalities of a video like spoken content, visual. In this notebook, we showcase a Multimodal RAG pipeline designed for video analytics. It utilizes Whisper model to convert spoken content to text, CLIP model to generate multimodal embeddings, and Vision Language model (VLM) to process retrieved images and text messages. The following picture illustrates how this pipeline is working. -![Multimodal RAG](https://github.com/user-attachments/assets/baef4914-5c07-432c-9363-1a0cb5944b09) +![image](https://github.com/user-attachments/assets/fb3ec06f-e4b0-4ca3-aac6-71465ae14808) ## Notebook contents The tutorial consists from following steps: diff --git a/notebooks/multimodal-rag/multimodal-rag-llamaindex.ipynb b/notebooks/multimodal-rag/multimodal-rag-llamaindex.ipynb index 09c04939a33..3d8b2620147 100644 --- a/notebooks/multimodal-rag/multimodal-rag-llamaindex.ipynb +++ b/notebooks/multimodal-rag/multimodal-rag-llamaindex.ipynb @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "2c61cb01-9c46-46e3-bf22-20c4ca0da417", "metadata": {}, "outputs": [], @@ -259,7 +259,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c58ecdc195004a0893e1d8172d0f3259", + "model_id": "b38e2a0d0edc476697162ec5cf45503b", "version_major": 2, "version_minor": 0 }, @@ -313,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "d300f17f-bf8d-4cc2-a61a-86fbb2529b3d", "metadata": {}, "outputs": [], @@ -495,7 +495,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "86c2ca09261545c1bc02fc266a6061ec", + "model_id": "e1277611b64c44389574647b1cef9390", "version_major": 2, "version_minor": 0 }, @@ -524,7 +524,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 10, "id": "c2e7d376-4348-4810-9e5a-8237964a2aa6", "metadata": {}, "outputs": [], @@ -536,7 +536,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 11, "id": "f106c225-0742-4f79-a089-c0534f589d64", "metadata": {}, "outputs": [], @@ -567,7 +567,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 12, "id": "c74c3b59-3feb-449c-953c-f4d6ed522ca9", "metadata": {}, "outputs": [ @@ -587,7 +587,7 @@ " documents,\n", " storage_context=storage_context,\n", " image_embed_model=Settings.embed_model,\n", - " transformations=[SentenceSplitter(chunk_size=500, chunk_overlap=50)]\n", + " transformations=[SentenceSplitter(chunk_size=400, chunk_overlap=50)]\n", ")\n", "\n", "retriever_engine = index.as_retriever(\n", @@ -609,7 +609,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 13, "id": "0ef0ebc2-a8f0-4dc6-90b6-2988e0ee20f5", "metadata": {}, "outputs": [], @@ -653,14 +653,14 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 14, "id": "7fad6de8-fac4-4df9-a544-94179d52b625", "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "**Node ID:** 3d226fc5-6556-4f4a-9bf3-582a3de27767
**Similarity:** 0.6292942845978948
**Text:** The basic. But the question. Of the gauceau's quare, egos. Of all, why, we're a theory. for the probability, and many of the same, the same, for the theory of the real-that move to make a symmetric...
" + "**Node ID:** d85a2872-4333-44bb-ae60-c126d1f01aef
**Similarity:** 0.6292942845978948
**Text:** The basic. But the question. Of the gauceau's quare, egos. Of all, why, we're a theory. for the probability, and many of the same, the same, for the theory of the real-that move to make a symmetric...
" ], "text/plain": [ "" @@ -672,7 +672,7 @@ { "data": { "text/markdown": [ - "**Node ID:** a293ddaf-8be1-46c9-9210-a683e3ab2eac
**Similarity:** 0.605394755606113
**Text:** ...to, that the common between. What you're a conclusion that, is the convolution. ...toe goes to the conclusion. Sogous, is a convolution. is itself. If you, a mean, and two-toe for a new. If you,...
" + "**Node ID:** e9b86d47-9546-4799-8574-7a5b54e748ef
**Similarity:** 0.605394755606113
**Text:** ...to, that the common between. What you're a conclusion that, is the convolution. ...toe goes to the conclusion. Sogous, is a convolution. is itself. If you, a mean, and two-toe for a new. If you,...
" ], "text/plain": [ "" @@ -687,6 +687,16 @@ "text": [ "[\"The basic. But the question. Of the gauceau's quare, egos. Of all, why, we're a theory. for the probability, and many of the same, the same, for the theory of the real-that move to make a symmetric. I'm in a symmetric. Ande to see a number number, I'm going, and a number, and then theery to see a number. For Thee. For, I'm still, and through the most, why I'm going, I'm trying to adder. For, I'm sorry, and a certain. We Haveene-teree. We have found out of course. We're to-d, weed graph, weed-d, I'd aided. Weir and a small. We had a bit moreed. We Did That You Add-ncrap, weed-d. We Are You Are To Bears, weed-d. We Are You Added, I'd die, I'm aided. Weed-weight. Weed-weight Thameshari, a little biterer, as many different, then, the same the central. The sum. The sum, then, the sum. The sum describing, tends to the same. And then, then the sum to the sum, and the sum that's a number. But the number. The number describing the system, tends to a number. I'm that's the same thing. The sum. that that number theory. The number theorem. The normal theorem is the central theorem. And then the number. Buter, that's thing that's. So that's a number theorem. What's. That's being a normal theorem. What's being, that's better thing. Ander is the sum. Buter is the sum. I'm theorem, and then the term. We're number theory, and the minimum. We're actually, we're different, the number. We're different. We're going. We're going variables.\", \"...to, that the common between. What you're a conclusion that, is the convolution. ...toe goes to the conclusion. Sogous, is a convolution. is itself. If you, a mean, and two-toe for a new. If you, essentially, you're a certain. of two and a normal distribution will be normal zero to, and a reintroduce, and a normal of two, and reintroduce, essentially, a convoluting. Essentially, and we were to a essentially, reintroduce. Essentially, and really to a number, andvolution. If you're at least, andir-stow, andrews, I'm going to a number. Isred, I'm current of course. Ite between, ...is, and you're andd, I'm aft. Wee andrews. If You Out of course. If You Are Thed the result is a bit of sigma. If You Are Thatd as a convolution. Is Is Not The Norr of something that's a brian. If You End-t the result. We Are Two. If You End-d that is aft. Is Is Another You Are That Is Is The Cur-tt-t of course you end up. If You End-lions. We're going to beware of course you end up. If You End Up-re. I'm a computer. If You All You Have You Have You Have You Have You Have You Have To-b-s. I'm from fisc-l-eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeu-luch. It's-luch's aunun-mult-it-alal. It's a few different kind of the way. So I'll see. Also, and you're a little for a... of the different. I'll do you'll, and so, and then I'm a sort of you're all, for the different to a different. Also, still, for a different. Also, still, for sure are, I'll make, for the different. Still.\"]\n" ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -717,7 +727,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 16, "id": "bb3eec2b", "metadata": {}, "outputs": [], @@ -748,14 +758,14 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 17, "id": "4737c584", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8b3899ea84704c12baa2b5c5df374c08", + "model_id": "fc576ec72e6c4f00941760cbdc5926ca", "version_major": 2, "version_minor": 0 }, @@ -763,7 +773,7 @@ "Dropdown(description='Device:', index=2, options=('CPU', 'GPU', 'AUTO'), value='AUTO')" ] }, - "execution_count": 42, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -784,7 +794,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 27, "id": "9dfef4c6-92da-4997-b937-c73b6743ca04", "metadata": {}, "outputs": [], @@ -845,7 +855,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "32e7d202", "metadata": {}, "outputs": [], @@ -919,6 +929,16 @@ " img, txt = retrieve(retriever_engine=retriever_engine, query_str=history[-1][0])\n", " return img, txt \n", "\n", + "\n", + "\n", + "def is_last_element(gen):\n", + " try:\n", + " next(gen)\n", + " return False\n", + " except StopIteration:\n", + " return True\n", + "\n", + "\n", "def generate(history, images, texts) :\n", " \"\"\"\n", " callback function for running chatbot on submit button click\n", @@ -931,7 +951,6 @@ " \"\"\"\n", " progress=gr.Progress()\n", " progress(None, desc=\"Generating...\")\n", - " history[-1][1] = gr.Gallery(images)\n", " image_documents = SimpleDirectoryReader(\n", " input_dir=output_folder, input_files=images\n", " ).load_data()\n", @@ -944,11 +963,27 @@ " image_documents=image_documents,\n", " )\n", " partial_text = \"\"\n", - " history = history + [[None, \"\"]]\n", " for r in response:\n", " partial_text += r.delta\n", + " if is_last_element(response):\n", + " partial_text += \"\\n You can find more detailed information in following pictures:\"\n", " history[-1][1] = partial_text\n", " yield history\n", + " \n", + "def load_image(history, images) :\n", + " \"\"\"\n", + " callback function for loading image gallery\n", + "\n", + " Params:\n", + " history: conversation history\n", + " images: list of retrieved images\n", + " Returns:\n", + " updated conversation history\n", + "\n", + " \"\"\"\n", + " history = history + [[None, \"\"]]\n", + " history[-1][1] = gr.Gallery(images)\n", + " return history\n", "\n", "\n", "def stop():\n", @@ -968,7 +1003,7 @@ "\n", "from gradio_helper import make_demo\n", "\n", - "demo = make_demo(filepath, build_index, search, generate, stop)\n", + "demo = make_demo(filepath, build_index, search, generate, load_image, stop)\n", "\n", "try:\n", " demo.queue().launch()\n", @@ -999,7 +1034,7 @@ "version": "3.10.7" }, "openvino_notebooks": { - "imageUrl": "https://github.com/user-attachments/assets/baef4914-5c07-432c-9363-1a0cb5944b09", + "imageUrl": "https://github.com/user-attachments/assets/fb3ec06f-e4b0-4ca3-aac6-71465ae14808", "tags": { "categories": [ "Model Demos",