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TypeScript and JavaScript SDK integration with LangChain","maintainers":[{"name":"cometml","email":"devops@comet.com"}],"readme":"# Opik LangChain Integration\n\n[![npm version](https://img.shields.io/npm/v/opik-langchain.svg)](https://www.npmjs.com/package/opik-langchain)\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://github.com/comet-ml/opik/blob/main/LICENSE)\n\nSeamlessly integrate [Opik](https://www.comet.com/docs/opik/) observability with your [LangChain](https://js.langchain.com/) applications to trace, monitor, and debug your LLM chains, agents, and tools.\n\n## Features\n\n- 🔍 **Comprehensive Tracing**: Automatically trace LLM calls, chains, tools, retrievers, and agents\n- 📊 **Hierarchical Visualization**: View your LangChain execution as a structured trace with parent-child relationships\n- 📝 **Detailed Metadata Capture**: Record model names, prompts, completions, usage statistics, and custom metadata\n- 🚨 **Error Handling**: Capture and visualize errors at every step of your LangChain execution\n- 🏷️ **Custom Tagging**: Add custom tags to organize and filter your traces\n\n## Installation\n\n```bash\n# npm\nnpm install opik-langchain\n\n# yarn\nyarn add opik-langchain\n\n# pnpm\npnpm add opik-langchain\n```\n\n### Requirements\n\n- Node.js ≥ 18\n- LangChain (`@langchain/core` ≥ 0.3.78)\n- Opik SDK (`opik` peer dependency)\n\n## Quick Start\n\n```typescript\nimport { OpikCallbackHandler } from \"opik-langchain\";\nimport { ChatOpenAI } from \"@langchain/openai\";\n\n// Create the Opik callback handler\nconst opikHandler = new OpikCallbackHandler();\n\n// Create your LangChain components with the handler\nconst llm = new ChatOpenAI({\n  callbacks: [opikHandler],\n});\n\n// Run LLM\nconst response = await llm.invoke(\"Hello, how can you help me today?\", {\n  callbacks: [opikHandler],\n});\n\n// Optionally, ensure all traces are sent before your app terminates\nawait opikHandler.flushAsync();\n```\n\n## Advanced Configuration\n\nThe `OpikCallbackHandler` constructor accepts the following options:\n\n```typescript\ninterface OpikCallbackHandlerOptions {\n  // Optional array of tags to apply to all traces\n  tags?: string[];\n\n  // Optional metadata to include with all traces\n  metadata?: Record<string, unknown>;\n\n  // Optional project name for Opik\n  projectName?: string;\n\n  // Optional pre-configured Opik client\n  client?: Opik;\n}\n```\n\n### Capturing Custom Metadata\n\nYou can pass custom metadata when invoking your chains:\n\n```typescript\nconst response = await chain.invoke(\n  { input: \"Tell me about AI\" },\n  {\n    callbacks: [opikHandler],\n    metadata: {\n      userId: \"user-123\",\n      sessionId: \"session-456\",\n      requestId: \"req-789\",\n    },\n  }\n);\n```\n\n## Viewing Traces\n\nTo view your traces:\n\n1. Sign in to your [Comet account](https://www.comet.com/signin)\n2. Navigate to the Opik section\n3. Select your project to view all traces\n4. Click on a specific trace to see the detailed execution flow\n\n## Learn More\n\n- [Opik Documentation](https://www.comet.com/docs/opik/)\n- [LangChain Documentation](https://js.langchain.com/)\n- [Opik TypeScript SDK](https://github.com/comet-ml/opik/tree/main/sdks/typescript)\n\n## License\n\nApache 2.0\n","readmeFilename":"README.md"}