From 1181a75b6d9709815a9ce191bdc06fd6301be92c Mon Sep 17 00:00:00 2001 From: James Briggs <35938317+jamescalam@users.noreply.github.com> Date: Sun, 18 Feb 2024 00:04:32 +0400 Subject: [PATCH] add initial shrek detection code and clip tweaks --- docs/08-multi-modal.ipynb | 288 ++++++++++++++++++++++++++++++++++++++ poetry.lock | 131 ++++++++++++++++- pyproject.toml | 6 +- semantic_router/route.py | 2 +- 4 files changed, 424 insertions(+), 3 deletions(-) create mode 100644 docs/08-multi-modal.ipynb diff --git a/docs/08-multi-modal.ipynb b/docs/08-multi-modal.ipynb new file mode 100644 index 00000000..2ab75242 --- /dev/null +++ b/docs/08-multi-modal.ipynb @@ -0,0 +1,288 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[](https://colab.research.google.com/github/aurelio-labs/semantic-router/blob/main/docs/00-introduction.ipynb) [](https://nbviewer.org/github/aurelio-labs/semantic-router/blob/main/docs/00-introduction.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Multi-Modal Routes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The Semantic Router library can be used as a super fast route making layer on top of LLMs. That means rather than waiting on a slow agent to decide what to do, we can use the magic of semantic vector space to make routes. Cutting route making time down from seconds to milliseconds." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Getting Started" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We start by installing the library:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install -qU \\\n", + " \"semantic-router[local]==0.0.21\" \\\n", + " datasets==2.17.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We start by downloading a multi-modal dataset, we'll be using the `aurelio-ai/shrek-detection` dataset from Hugging Face." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/jamesbriggs/opt/anaconda3/envs/decision-layer/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, + { + "data": { + "image/jpeg": 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", 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", + "text/plain": [ + "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=613x527>" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from datasets import load_dataset\n", + "\n", + "data = load_dataset(\n", + " \"aurelio-ai/shrek-detection\", split=\"train\",\n", + " trust_remote_code=True\n", + ")\n", + "data[3][\"image\"]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will grab the images that are labeled with `is_shrek`:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We have 5 shrek pics, and 20 not shrek pics\n" + ] + } + ], + "source": [ + "shrek_pics = [d[\"image\"] for d in data if d[\"is_shrek\"]]\n", + "not_shrek_pics = [d[\"image\"] for d in data if not d[\"is_shrek\"]]\n", + "print(f\"We have {len(shrek_pics)} shrek pics, and {len(not_shrek_pics)} not shrek pics\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We start by defining a dictionary mapping routes to example phrases that should trigger those routes." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from semantic_router import Route\n", + "\n", + "shrek = Route(\n", + " name=\"shrek\",\n", + " utterances=shrek_pics,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's define another for good measure:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "not_shrek = Route(\n", + " name=\"not_shrek\",\n", + " utterances=not_shrek_pics,\n", + ")\n", + "\n", + "routes = [shrek, not_shrek]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we initialize our embedding model:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from semantic_router.encoders.clip import CLIPEncoder\n", + "\n", + "encoder = CLIPEncoder()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we define the `RouteLayer`. When called, the route layer will consume text (a query) and output the category (`Route`) it belongs to — to initialize a `RouteLayer` we need our `encoder` model and a list of `routes`." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m2024-02-17 23:59:30 INFO semantic_router.utils.logger local\u001b[0m\n" + ] + }, + { + "ename": "ValueError", + "evalue": "setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (25,) + inhomogeneous part.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[9], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01msemantic_router\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlayer\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RouteLayer\n\u001b[0;32m----> 3\u001b[0m rl \u001b[38;5;241m=\u001b[39m \u001b[43mRouteLayer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mencoder\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencoder\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mroutes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mroutes\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/aurelio-labs/semantic-router/semantic_router/layer.py:206\u001b[0m, in \u001b[0;36mRouteLayer.__init__\u001b[0;34m(self, encoder, llm, routes, index)\u001b[0m\n\u001b[1;32m 203\u001b[0m \u001b[38;5;66;03m# if routes list has been passed, we initialize index now\u001b[39;00m\n\u001b[1;32m 204\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mroutes) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 205\u001b[0m \u001b[38;5;66;03m# initialize index now\u001b[39;00m\n\u001b[0;32m--> 206\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_add_routes\u001b[49m\u001b[43m(\u001b[49m\u001b[43mroutes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mroutes\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/aurelio-labs/semantic-router/semantic_router/layer.py:351\u001b[0m, in \u001b[0;36mRouteLayer._add_routes\u001b[0;34m(self, routes)\u001b[0m\n\u001b[1;32m 349\u001b[0m route_names \u001b[38;5;241m=\u001b[39m [route\u001b[38;5;241m.\u001b[39mname \u001b[38;5;28;01mfor\u001b[39;00m route \u001b[38;5;129;01min\u001b[39;00m routes \u001b[38;5;28;01mfor\u001b[39;00m _ \u001b[38;5;129;01min\u001b[39;00m route\u001b[38;5;241m.\u001b[39mutterances]\n\u001b[1;32m 350\u001b[0m \u001b[38;5;66;03m# add everything to the index\u001b[39;00m\n\u001b[0;32m--> 351\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43madd\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 352\u001b[0m \u001b[43m \u001b[49m\u001b[43membeddings\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43membedded_utterances\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 353\u001b[0m \u001b[43m \u001b[49m\u001b[43mroutes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mroute_names\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 354\u001b[0m \u001b[43m \u001b[49m\u001b[43mutterances\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mall_utterances\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 355\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/aurelio-labs/semantic-router/semantic_router/index/local.py:25\u001b[0m, in \u001b[0;36mLocalIndex.add\u001b[0;34m(self, embeddings, routes, utterances)\u001b[0m\n\u001b[1;32m 23\u001b[0m embeds \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(embeddings) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[1;32m 24\u001b[0m routes_arr \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray(routes)\n\u001b[0;32m---> 25\u001b[0m utterances_arr \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43mutterances\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 26\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 27\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;241m=\u001b[39m embeds \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n", + "\u001b[0;31mValueError\u001b[0m: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (25,) + inhomogeneous part." + ] + } + ], + "source": [ + "from semantic_router.layer import RouteLayer\n", + "\n", + "rl = RouteLayer(encoder=encoder, routes=routes)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can test it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rl(\"don't you love politics?\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rl(\"how's the weather today?\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Both are classified accurately, what if we send a query that is unrelated to our existing `Route` objects?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rl(\"I'm interested in learning about llama 2\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this case, we return `None` because no matches were identified." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "decision-layer", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/poetry.lock b/poetry.lock index ed489810..e9910049 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2009,6 +2009,91 @@ files = [ [package.dependencies] ptyprocess = ">=0.5" +[[package]] +name = "pillow" +version = "10.2.0" +description = "Python Imaging Library (Fork)" +optional = true +python-versions = ">=3.8" +files = [ + {file = "pillow-10.2.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:7823bdd049099efa16e4246bdf15e5a13dbb18a51b68fa06d6c1d4d8b99a796e"}, + 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