New notebooks: Strands-only required dependencies and creation of Mistral LLM sagemaker endpoint

workshops/diy-agents-with-sagemaker-and-bedrock/bootcamp/strands-agents/1-required-dependencies-strands.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "e05d69d6",
+   "metadata": {},
+   "source": [
+    "# Installing Dependencies\n",
+    "\n",
+    "Please install the dependencies before proceeding with the rest of the workshop."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "18de50ca",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-23T18:56:09.291906Z",
+     "iopub.status.busy": "2025-10-23T18:56:09.291582Z",
+     "iopub.status.idle": "2025-10-23T18:56:09.446265Z",
+     "shell.execute_reply": "2025-10-23T18:56:09.445577Z",
+     "shell.execute_reply.started": "2025-10-23T18:56:09.291885Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "strands-agents==1.4.0\n",
+      "strands-agents[sagemaker]\n",
+      "strands-agents-tools>=0.2.3\n",
+      "strands-agents-builder>=0.1.7\n",
+      "yfinance==0.2.65\n",
+      "matplotlib==3.10.3\n",
+      "beautifulsoup4>=4.13.4\n",
+      "pandas==2.3.0\n",
+      "seaborn==0.13.2\n",
+      "joblib==1.5.1\n",
+      "requests>=2.32.4\n",
+      "scikit-learn==1.7.0\n",
+      "uv==0.8.6\n",
+      "mem0ai==0.1.114\n",
+      "opensearch-py\n",
+      "ddgs==9.3.1\n",
+      "faiss-cpu==1.11.0\n",
+      "sagemaker==2.249.0\n",
+      "openai==1.99.3\n",
+      "aiohttp==3.12.15\n",
+      "boto3==1.39.8\n",
+      "bedrock-agentcore==0.1.1\n",
+      "bedrock-agentcore-starter-toolkit==0.1.5\n",
+      "botocore==1.39.8\n",
+      "litellm==1.72.2\n"
+     ]
+    }
+   ],
+   "source": [
+    "!cat requirements-strands.txt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "d82dc1bd-c256-40a7-b25b-751ece4b43c1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-23T18:56:09.447730Z",
+     "iopub.status.busy": "2025-10-23T18:56:09.447437Z",
+     "iopub.status.idle": "2025-10-23T18:56:13.687534Z",
+     "shell.execute_reply": "2025-10-23T18:56:13.686666Z",
+     "shell.execute_reply.started": "2025-10-23T18:56:09.447708Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Warnings are safe to ignore\n",
+    "%pip uninstall -q -y autogluon-multimodal autogluon-timeseries autogluon-features autogluon-common autogluon-core"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "1453ae11-d805-4f94-a299-7198638b80bf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-23T18:56:13.689248Z",
+     "iopub.status.busy": "2025-10-23T18:56:13.688543Z",
+     "iopub.status.idle": "2025-10-23T18:56:45.305777Z",
+     "shell.execute_reply": "2025-10-23T18:56:45.305092Z",
+     "shell.execute_reply.started": "2025-10-23T18:56:13.689221Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+      "autogluon-tabular 1.3.1 requires autogluon.core==1.3.1, which is not installed.\n",
+      "autogluon-tabular 1.3.1 requires autogluon.features==1.3.1, which is not installed.\n",
+      "aiobotocore 2.21.1 requires botocore<1.37.2,>=1.37.0, but you have botocore 1.39.8 which is incompatible.\n",
+      "autogluon-tabular 1.3.1 requires pandas<2.3.0,>=2.0.0, but you have pandas 2.3.0 which is incompatible.\n",
+      "autogluon-tabular 1.3.1 requires scikit-learn<1.7.0,>=1.4.0, but you have scikit-learn 1.7.0 which is incompatible.\n",
+      "sagemaker-studio-analytics-extension 0.1.7 requires sparkmagic==0.22.0, but you have sparkmagic 0.21.0 which is incompatible.\n",
+      "sparkmagic 0.21.0 requires pandas<2.0.0,>=0.17.1, but you have pandas 2.3.0 which is incompatible.\u001b[0m\u001b[31m\n",
+      "\u001b[0mNote: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "%pip install -q -r requirements-strands.txt"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a3fd75f2",
+   "metadata": {},
+   "source": [
+    "### This cell will restart the kernel. Wait for the pop-up box to appear, then click \"OK\" before proceeding."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b96ff09e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-23T18:56:45.307086Z",
+     "iopub.status.busy": "2025-10-23T18:56:45.306710Z",
+     "iopub.status.idle": "2025-10-23T18:56:45.313401Z",
+     "shell.execute_reply": "2025-10-23T18:56:45.312862Z",
+     "shell.execute_reply.started": "2025-10-23T18:56:45.307049Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'status': 'ok', 'restart': True}"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from IPython import get_ipython\n",
+    "get_ipython().kernel.do_shutdown(True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "351d1369-51aa-47bb-800b-653b3a734a8a",
+   "metadata": {},
+   "source": [
+    "### Cell below displays the installed versions of Strands libraries\n",
+    "\n",
+    "As a result of the `pip installs` above, this cell outputs the current versions of Strands libraries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "9c692e9f-7072-4f90-aa8e-eda90ab04b3d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-23T18:56:45.315004Z",
+     "iopub.status.busy": "2025-10-23T18:56:45.314775Z",
+     "iopub.status.idle": "2025-10-23T18:56:46.730733Z",
+     "shell.execute_reply": "2025-10-23T18:56:46.730034Z",
+     "shell.execute_reply.started": "2025-10-23T18:56:45.314988Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Name: strands-agents\n",
+      "Version: 1.4.0\n",
+      "Summary: A model-driven approach to building AI agents in just a few lines of code\n",
+      "Home-page: https://github.com/strands-agents/sdk-python\n",
+      "Author: \n",
+      "Author-email: AWS <opensource@amazon.com>\n",
+      "License: Apache-2.0\n",
+      "Location: /opt/conda/lib/python3.12/site-packages\n",
+      "Requires: boto3, botocore, docstring-parser, mcp, opentelemetry-api, opentelemetry-instrumentation-threading, opentelemetry-sdk, pydantic, typing-extensions, watchdog\n",
+      "Required-by: strands-agents-builder, strands-agents-tools\n",
+      "---\n",
+      "Name: strands-agents-tools\n",
+      "Version: 0.2.12\n",
+      "Summary: A collection of specialized tools for Strands Agents\n",
+      "Home-page: https://github.com/strands-agents/tools\n",
+      "Author: \n",
+      "Author-email: AWS <opensource@amazon.com>\n",
+      "License: Apache-2.0\n",
+      "Location: /opt/conda/lib/python3.12/site-packages\n",
+      "Requires: aiohttp, aws-requests-auth, botocore, dill, markdownify, pillow, prompt-toolkit, pyjwt, requests, rich, slack-bolt, strands-agents, sympy, tenacity, typing-extensions, watchdog\n",
+      "Required-by: strands-agents-builder\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "%pip show strands-agents strands-agents-tools"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c9687e1a-9b01-4a48-ba06-c370158f1caf",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.12.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}