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Instrumentation for BeeAI framework","maintainers":[{"name":"mikeldking","email":"mikeldking@gmail.com"},{"name":"parker-stafford","email":"parker.stafford92@gmail.com"},{"name":"remiarize","email":"remi@arize.com"},{"name":"cephalization","email":"powell.anthonyd@proton.me"},{"name":"jackyxcs","email":"jacky@arize.com"}],"readme":"# OpenInference Instrumentation for BeeAI\n\nThis module provides **automatic instrumentation** for [BeeAI framework](https://github.com/i-am-bee/beeai-framework/tree/main). It integrates seamlessly with the [@opentelemetry/sdk-trace-node](https://github.com/open-telemetry/opentelemetry-js/tree/main/packages/opentelemetry-sdk-trace-node) to collect and export telemetry data.\n\n## Installation\n\n```shell\nnpm install --save @arizeai/openinference-instrumentation-beeai beeai-framework\n\nnpm install --save @opentelemetry/sdk-node @opentelemetry/exporter-trace-otlp-http @opentelemetry/semantic-conventions @arizeai/openinference-semantic-conventions\n```\n\n## Usage\n\nTo instrument your application, import and enable BeeAIInstrumentation\n\n1. Create the instrumanation.js file:\n\n```typescript\nimport { NodeSDK, node, resources } from \"@opentelemetry/sdk-node\";\nimport { OTLPTraceExporter } from \"@opentelemetry/exporter-trace-otlp-proto\";\nimport { ATTR_SERVICE_NAME } from \"@opentelemetry/semantic-conventions\";\nimport { SEMRESATTRS_PROJECT_NAME } from \"@arizeai/openinference-semantic-conventions\";\nimport { BeeAIInstrumentation } from \"@arizeai/openinference-instrumentation-beeai\";\nimport * as beeaiFramework from \"beeai-framework\";\n\n// Initialize Instrumentation Manually\nconst beeAIInstrumentation = new BeeAIInstrumentation();\n\nconst provider = new NodeSDK({\n  resource: new resources.Resource({\n    [ATTR_SERVICE_NAME]: \"beeai\",\n    [SEMRESATTRS_PROJECT_NAME]: \"beeai-project\",\n  }),\n  spanProcessors: [\n    new node.SimpleSpanProcessor(\n      new OTLPTraceExporter({\n        url: \"http://localhost:6006/v1/traces\",\n      }),\n    ),\n  ],\n  instrumentations: [beeAIInstrumentation],\n});\n\nawait provider.start();\n\n// Manually Patch BeeAgent (This is needed when the module is not loaded via require (commonjs))\nconsole.log(\"🔧 Manually instrumenting BeeAgent...\");\nbeeAIInstrumentation.manuallyInstrument(beeaiFramework);\nconsole.log(\"✅ BeeAgent manually instrumented.\");\n\n// eslint-disable-next-line no-console\nconsole.log(\"👀 OpenInference initialized\");\n```\n\n2. Import the library and call the BeeAI framework\n\n```typescript\nimport \"./instrumentation.js\";\nimport { BeeAgent } from \"beeai-framework/agents/bee/agent\";\nimport { TokenMemory } from \"beeai-framework/memory/tokenMemory\";\nimport { DuckDuckGoSearchTool } from \"beeai-framework/tools/search/duckDuckGoSearch\";\nimport { OpenMeteoTool } from \"beeai-framework/tools/weather/openMeteo\";\nimport { OllamaChatModel } from \"beeai-framework/adapters/ollama/backend/chat\";\n\nconst llm = new OllamaChatModel(\"llama3.1\");\nconst agent = new BeeAgent({\n  llm,\n  memory: new TokenMemory(),\n  tools: [new DuckDuckGoSearchTool(), new OpenMeteoTool()],\n});\n\nconst response = await agent.run({\n  prompt: \"What's the current weather in Berlin?\",\n});\n\nconsole.log(`Agent 🤖 : `, response.result.text);\n```\n\nFor more information on OpenTelemetry Node.js SDK, see the [OpenTelemetry Node.js SDK documentation](https://opentelemetry.io/docs/instrumentation/js/getting-started/nodejs/).\n\n## Using a Custom Tracer Provider\n\nYou can specify a custom tracer provider when creating the BeeAI instrumentation. This is useful when you want to use a non-global tracer provider or have more control over the tracing configuration.\n\n```typescript\nimport { NodeTracerProvider } from \"@opentelemetry/sdk-trace-node\";\nimport { Resource } from \"@opentelemetry/resources\";\nimport { SEMRESATTRS_PROJECT_NAME } from \"@arizeai/openinference-semantic-conventions\";\nimport { BeeAIInstrumentation } from \"@arizeai/openinference-instrumentation-beeai\";\nimport * as beeaiFramework from \"beeai-framework\";\n\n// Create a custom tracer provider\nconst customTracerProvider = new NodeTracerProvider({\n  resource: new Resource({\n    [SEMRESATTRS_PROJECT_NAME]: \"my-beeai-project\",\n  }),\n});\n\n// Pass the custom tracer provider to the instrumentation\nconst beeAIInstrumentation = new BeeAIInstrumentation({\n  tracerProvider: customTracerProvider,\n});\n\n// Manually instrument the BeeAI framework\nbeeAIInstrumentation.manuallyInstrument(beeaiFramework);\n```\n\nAlternatively, you can set the tracer provider after creating the instrumentation:\n\n```typescript\nconst beeAIInstrumentation = new BeeAIInstrumentation();\nbeeAIInstrumentation.setTracerProvider(customTracerProvider);\n```\n","readmeFilename":"README.md"}