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Downloads](https://img.shields.io/npm/dw/%40ibm-cloud%2Fwatsonx-ai)\n\n# IBM watsonx.ai Node.js SDK\nNode.js client library to interact with [IBM watsonx.ai service](https://dataplatform.cloud.ibm.com/docs/content/wsj/getting-started/overview-wx.html?context=wx).\n\n\n## Table of Contents\n\n\n\n\n\n- [IBM watsonx.ai Node.js SDK](#ibm-watsonxai-nodejs-sdk)\n - [Table of Contents](#table-of-contents)\n - [Overview](#overview)\n - [Prerequisites](#prerequisites)\n - [Installation](#installation)\n - [Using the SDK](#using-the-sdk)\n - [With environment variables](#with-environment-variables)\n - [IAM authentication](#iam-authentication)\n - [Bearer token authentication](#bearer-token-authentication)\n - [IBM watsonx.ai software authentication](#ibm-watsonxai-software-authentication)\n - [With an external credentials file](#with-an-external-credentials-file)\n - [With programmatic approach](#with-programmatic-approach)\n - [Code examples](#code-examples)\n - [Basic example - text generation/inference](#basic-example---text-generationinference)\n - [Lightweight engine](#lightweight-engine)\n - [More examples](#more-examples)\n - [Questions](#questions)\n - [Issues](#issues)\n - [Open source @ IBM](#open-source--ibm)\n - [Contributing](#contributing)\n - [License](#license)\n\n\n\n\n## Overview\n\nThe IBM watsonx.ai Node.js SDK allows developers to programmatically interact with the [IBM watsonx.ai service](https://dataplatform.cloud.ibm.com/docs/content/wsj/getting-started/overview-wx.html?context=wx).\n\n## Prerequisites\n* You need an [IBM Cloud][ibm-cloud-onboarding] (SaaS offering) or have access to [IBM Cloud Pak® for Data][ibm-cpd-onboarding] (on-prem offering).\n* You need to have an access to watsonx.ai service in either of above environments.\n* **Node.js >=14**: This SDK is tested with Node.js versions 14 and up. It may work on previous versions but this is not officially supported.\n\n[ibm-cloud-onboarding]: http://cloud.ibm.com/registration\n[ibm-cpd-onboarding]: https://www.ibm.com/products/cloud-pak-for-data\n\n## Installation\n```sh\nnpm install @ibm-cloud/watsonx-ai\n```\n\n## Using the SDK\nFor general SDK usage information, please see\n[this link](https://github.com/IBM/ibm-cloud-sdk-common/blob/main/README.md)\n\nIBM watsonx.ai Node.js SDK documentation can be found [here](https://ibm.github.io/watsonx-ai-node-sdk/)\n\nThis library requires configuration with a service URL and platform credentials to authenticate to your account.\n\nThere are several ways to set these authentication properties.\n\n### With environment variables\n\nYou can set the following environment variables for chosen authentication type.\n\n#### IAM authentication\n\n```sh\nWATSONX_AI_AUTH_TYPE=iam\nWATSONX_AI_APIKEY=\n```\n\n#### Bearer token authentication\n\n```sh\nWATSONX_AI_AUTH_TYPE=bearertoken\nWATSONX_AI_BEARER_TOKEN=\n```\n\n#### IBM watsonx.ai software authentication\n\n```sh\nWATSONX_AI_AUTH_TYPE=cp4d\nWATSONX_AI_USERNAME=\nWATSONX_AI_PASSWORD=\nWATSONX_AI_URL=url\n```\nIf any troubles regarding SSL verification appear, such as \"Error: self-signed certificate in certificate chain\", please try setting up environment variables as below:\n```sh\nWATSONX_AI_DISABLE_SSL=true\nWATSONX_AI_AUTH_DISABLE_SSL=true\n```\n\n\n\n### With an external credentials file\nTo use an external configuration file, please see the [general SDK usage information](https://github.com/IBM/ibm-cloud-sdk-common#using-external-configuration) for guidance. Additionally, please see the following template files for:\n- [IAM authentication](https://github.com/IBM/watsonx-ai-node-sdk/blob/main/examples/auth/watsonx_ai_ml_vml_v1_iam.env.template)\n- [Bearer token authentication](https://github.com/IBM/watsonx-ai-node-sdk/blob/main/examples/auth/watsonx_ai_ml_vml_v1_bearer.env.template)\n- [CP4D authentication](https://github.com/IBM/watsonx-ai-node-sdk/blob/main/examples/auth/watsonx_ai_ml_vml_v1_cp4d.env.template)\n\n### With programmatic approach\nTo learn more about how to use programmatic authentication, see the [Node.js SDK Core document](https://github.com/IBM/node-sdk-core/blob/main/Authentication.md) about authentication.\n\n## Code examples\n\n### Basic example - text generation/inference\nThe following code examples authenticate with the environment variables.\nPlease set environment variables before proceeding with examples:\nIt is mandatory to set `projectId` or `spaceId` unless you are working with lightweight engine.\n```ts\nconst { WatsonXAI } = require('@ibm-cloud/watsonx-ai');\n\n// Service instance\nconst watsonxAIService = WatsonXAI.newInstance({\n version: '2024-05-31',\n serviceUrl: 'https://us-south.ml.cloud.ibm.com',\n});\n\nconst textGenRequestParametersModel = {\n max_new_tokens: 100,\n};\n\nconst params = {\n input: 'Generate a short greeting for project kick-off meeting.',\n modelId: 'ibm/granite-13b-chat-v2',\n projectId: '',\n parameters: textGenRequestParametersModel,\n};\n\ntry {\n const textGeneration = watsonxAIService\n .generateText(params)\n .then((res) => {\n console.log(\"\\n\\n***** TEXT RESPONSE FROM MODEL *****\");\n console.log(res.result.results[0].generated_text);\n })\n} catch (err) {\n console.warn(err);\n}\n```\n\nWhen you run this code, you should see result similar to the following output:\n```text\n***** TEXT RESPONSE FROM MODEL *****\nWelcome to the project kick-off meeting. I'm glad you could make it.\n```\n\n### Lightweight engine\nFor a watsonx.ai lightweight engine, you do not need to provide a `projectId` or `spaceId`. Remember to set environment variables (`IBM watsonx.ai software authentication`) before proceeding.\n\n```ts\nconst { WatsonXAI } = require('@ibm-cloud/watsonx-ai');\n\n// Service instance\nconst watsonxAIService = WatsonXAI.newInstance({\n version: '2024-05-31',\n serviceUrl: process.env.SERVICE_URL,\n});\n\nconst params = {\n input: 'Generate a short greeting for project kick-off meeting.',\n modelId: 'mistralai/ministral-8b-instruct',\n};\n\ntry {\n const textGeneration = watsonxAIService\n .generateText(params)\n .then((res) => {\n console.log(\"\\n\\n***** TEXT RESPONSE FROM MODEL *****\");\n console.log(res.result.results[0].generated_text);\n })\n} catch (err) {\n console.warn(err);\n}\n```\n\n### More examples\nFor more examples, please refer to the [following directory](https://github.com/IBM/watsonx-ai-node-sdk/tree/main/examples/), which contains self-contained examples of several flows, where you could use this SDK in.\n\n## Questions\n\nIf you are having difficulties using this SDK or have a question about the IBM Cloud services,\nplease ask a question at\n[Stack Overflow](http://stackoverflow.com/questions/ask?tags=ibm-cloud).\n\n## Issues\nIf you encounter an issue with the SDK, you are welcome to submit\na [bug report](https://github.com/IBM/watsonx-ai-node-sdk/issues).\nBefore that, please search for similar issues. It's possible someone has already encountered this issue.\n\n## Open source @ IBM\nFind more open source projects on the [IBM Github Page](http://ibm.github.io/)\n\n## Contributing\nSee [CONTRIBUTING](CONTRIBUTING.md).\n\n## License\n\nThis project is released under the Apache 2.0 license.\nThe license's full text can be found in\n[LICENSE](LICENSE).\n","readmeFilename":"README.md"}