|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "id": "2722b419", |
| 6 | + "metadata": {}, |
| 7 | + "source": [ |
| 8 | + "[](https://colab.research.google.com/github/openlayer-ai/openlayer-python/blob/main/examples/tracing/strands-agents/strands_agents_tracing.ipynb)\n", |
| 9 | + "\n", |
| 10 | + "\n", |
| 11 | + "# <a id=\"top\">Strands Agents quickstart</a>\n", |
| 12 | + "\n", |
| 13 | + "This notebook shows how to export traces captured by [Strands Agents](https://strandsagents.com/latest/) to Openlayer. The integration is done via the Openlayer's [OpenTelemetry endpoint](https://www.openlayer.com/docs/integrations/opentelemetry)." |
| 14 | + ] |
| 15 | + }, |
| 16 | + { |
| 17 | + "cell_type": "code", |
| 18 | + "execution_count": null, |
| 19 | + "id": "0156bc8f", |
| 20 | + "metadata": {}, |
| 21 | + "outputs": [], |
| 22 | + "source": [ |
| 23 | + "!pip install 'strands-agents[otel]'" |
| 24 | + ] |
| 25 | + }, |
| 26 | + { |
| 27 | + "cell_type": "markdown", |
| 28 | + "id": "75c2a473", |
| 29 | + "metadata": {}, |
| 30 | + "source": [ |
| 31 | + "## 1. Set the environment variables" |
| 32 | + ] |
| 33 | + }, |
| 34 | + { |
| 35 | + "cell_type": "code", |
| 36 | + "execution_count": null, |
| 37 | + "id": "f3f4fa13", |
| 38 | + "metadata": {}, |
| 39 | + "outputs": [], |
| 40 | + "source": [ |
| 41 | + "import os\n", |
| 42 | + "\n", |
| 43 | + "# Env variables pointing to Openlayer's OpenTelemetry endpoint\n", |
| 44 | + "os.environ[\"OTEL_EXPORTER_OTLP_ENDPOINT\"] = \"https://api.openlayer.com/v1/otel\"\n", |
| 45 | + "os.environ[\"OTEL_EXPORTER_OTLP_HEADERS\"] = \"Authorization=Bearer YOUR_OPENLAYER_API_KEY_HERE, x-bt-parent=pipeline_id:YOUR_PIPELINE_ID_HERE\"\n", |
| 46 | + "\n", |
| 47 | + "# AWS credentials for Strands Agents – other authentication methods are available as well\n", |
| 48 | + "os.environ[\"AWS_ACCESS_KEY_ID\"] = \"YOUR_AWS_ACCESS_KEY_ID_HERE\"\n", |
| 49 | + "os.environ[\"AWS_SECRET_ACCESS_KEY\"] = \"YOUR_AWS_SECRET_ACCESS_KEY_HERE\"" |
| 50 | + ] |
| 51 | + }, |
| 52 | + { |
| 53 | + "cell_type": "markdown", |
| 54 | + "id": "6cbd3831", |
| 55 | + "metadata": {}, |
| 56 | + "source": [ |
| 57 | + "## 2. Configure Strands telemetry" |
| 58 | + ] |
| 59 | + }, |
| 60 | + { |
| 61 | + "cell_type": "code", |
| 62 | + "execution_count": null, |
| 63 | + "id": "c2062d8b", |
| 64 | + "metadata": {}, |
| 65 | + "outputs": [], |
| 66 | + "source": [ |
| 67 | + "from strands.telemetry import StrandsTelemetry\n", |
| 68 | + "\n", |
| 69 | + "strands_telemetry = StrandsTelemetry()\n", |
| 70 | + "strands_telemetry.setup_otlp_exporter() # Send traces to OTLP endpoint\n", |
| 71 | + "strands_telemetry.setup_meter(enable_otlp_exporter=True) # Setup new meter provider\n" |
| 72 | + ] |
| 73 | + }, |
| 74 | + { |
| 75 | + "cell_type": "markdown", |
| 76 | + "id": "14982a12", |
| 77 | + "metadata": {}, |
| 78 | + "source": [ |
| 79 | + "## 3. Use Strands Agents normally\n", |
| 80 | + "\n", |
| 81 | + "All the traces will be captured and sent to Openlayer." |
| 82 | + ] |
| 83 | + }, |
| 84 | + { |
| 85 | + "cell_type": "code", |
| 86 | + "execution_count": null, |
| 87 | + "id": "524ec2e1", |
| 88 | + "metadata": {}, |
| 89 | + "outputs": [], |
| 90 | + "source": [ |
| 91 | + "from strands import Agent\n", |
| 92 | + "\n", |
| 93 | + "agent = Agent(\n", |
| 94 | + " model=\"us.anthropic.claude-sonnet-4-5-20250929-v1:0\",\n", |
| 95 | + " system_prompt=\"You are a helpful AI assistant\"\n", |
| 96 | + ")" |
| 97 | + ] |
| 98 | + }, |
| 99 | + { |
| 100 | + "cell_type": "code", |
| 101 | + "execution_count": null, |
| 102 | + "id": "eb181016", |
| 103 | + "metadata": {}, |
| 104 | + "outputs": [], |
| 105 | + "source": [ |
| 106 | + "response = agent(\"What can you help me with?\")" |
| 107 | + ] |
| 108 | + }, |
| 109 | + { |
| 110 | + "cell_type": "code", |
| 111 | + "execution_count": null, |
| 112 | + "id": "5c626153", |
| 113 | + "metadata": {}, |
| 114 | + "outputs": [], |
| 115 | + "source": [] |
| 116 | + } |
| 117 | + ], |
| 118 | + "metadata": { |
| 119 | + "kernelspec": { |
| 120 | + "display_name": "bedrock-test", |
| 121 | + "language": "python", |
| 122 | + "name": "python3" |
| 123 | + }, |
| 124 | + "language_info": { |
| 125 | + "codemirror_mode": { |
| 126 | + "name": "ipython", |
| 127 | + "version": 3 |
| 128 | + }, |
| 129 | + "file_extension": ".py", |
| 130 | + "mimetype": "text/x-python", |
| 131 | + "name": "python", |
| 132 | + "nbconvert_exporter": "python", |
| 133 | + "pygments_lexer": "ipython3", |
| 134 | + "version": "3.12.3" |
| 135 | + } |
| 136 | + }, |
| 137 | + "nbformat": 4, |
| 138 | + "nbformat_minor": 5 |
| 139 | +} |
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