IBM

macOS agent used to display custom notifications and alerts to the end user.

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Learn how to use Watson Assistant and Watson Discovery.

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Configuration-based installation of OpenShift and Cloud Pak for Data/Integration/Watson AIOps/Business Automation on various private and public cloud infrastructure providers.

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The command line client for watsonx Orchestrate's agent builder experience.

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FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes

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Multi-Turn RAG Benchmark

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Create a Watson Assistant chatbot that uses voice over a web browser.

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Developer contributions for Ansible Automation on Power

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The AI Steerability 360 toolkit is an extensible library for general purpose steering of LLMs.

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Labs for the different capabilities in IBM Cloud Pak for Business Automation

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These workflows are provided for sample usage, new submissions and updates from the community, and are NOT supported by IBM.

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IBM Business Automation & Digital Labor Tech Jam

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GitHub repository IBM/elasticsearch-chatbot; metadata recovered from GitHub Search API.

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EvalAssist is an open-source project that simplifies using large language models as evaluators (LLM-as-a-Judge) of the output of other large language models by supporting users in iteratively refining evaluation criteri…

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Code for our NeurIPS2023 accepted paper: RADAR: Robust AI-Text Detection via Adversarial Learning.

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A repository for finding and sharing example IBM Z Open Automation Utilities (ZOAU) scripts and snippets.

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Python client for IBM Enterprise Lifecycle Management applications with example commandline applications for OSLC Query export to CSV from DOORS Next (DN/DNG), Enterprise Workflow Management (EWM/RTC) and Enterprise Tes…

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GitHub repository IBM/Education-SelfService-AI-Chatbot; metadata recovered from GitHub Search API.

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An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.

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IBM watsonx Code Assistant simplifies and accelerates coding workflows across Python, Java, C, C++, Go, JavaScript, Typescript, and more.

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OpenDsStar is an open-source implementation of the DS-Star agent that replaces file-based workflows with a flexible, tool-centric architecture.

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The watsonx.ai Java SDK is an open-source library that simplifies the integration of IBM watsonx.ai APIs into Java applications.

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Developer contributions for Ansible Automation on Power (HMC)

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community-automation is meant to be a place where developers can contribute to a library of ansible playbooks related to Red Hat OpenShift Container Platform, from installing OCP to post install activities.

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Build a Node.js chatbot that uses Watson services and webhooks to query an owner's manual

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The IBM Cloud Pak Operations CLI extends the capabilities of the OpenShift (oc) and Cloud Pak for Data (cpd-cli) command-line tools by offering additional commands for managing Red Hat OpenShift clusters and IBM Software

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AI-assisted workflows for translating business requirements into infrastructure code

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Survey paper: From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents.

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Comprehensive LLM Error Analysis and Reporting

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Repo for vLLM Hook, an vLLM plug-in for programming internal states of models deployed on vLLM

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Contains instructions & scripts to rapidly deploy components of the IBM Automation Platform

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Responsible Prompting is an LLM-agnostic tool that aims at dynamically supporting users in crafting prompts that embed responsible intentions and help avoid harmful, adversarial prompts.

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FailureSensorIQ, a dataset and benchmark to probe LLMs’ reasoning and comprehension of sensor–failure relationships in industrial systems.

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share automation process mining assets

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Create External Tutorials on Agentic AI [AI for Developers and Ecosystem]

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**WxMCPServer** is an IBM webMethods Hybrid Integration (IWHI) based MCP server, that enables existing APIs to be used as MCP tools.

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Public GitHub repository-based skill package.

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Agentics is a Python framework that transform LLM computation into functional code.

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A Benchmark for Evaluating Multi-Hop, Multi-Source Tool-Calling in AI Agents

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The repository contains generative AI analytics platform application code.

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This repository contains the code for implementation of RAG approach with company policies data, evaluation of RAG solution and smart chunking techniques

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Build a Node.js chatbot that uses Watson Assistant search skill to query an owner's manual

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Ansible playbooks for deploying an instance of IBM Event Automation, populated with events for use in demos.

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Selmate is developed as an extensible and customizable tool to automate regression testing for Web applications.

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Ansible for LMT

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data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for exposing and managing MCP tools across microservices in the Watsonx Data Intelligence ecosystem

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IBM Business Automation & Digital Labor Tech Jam

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