Dấu chân GitHub công khai của International Business Machines

Sarama is a Go library for Apache Kafka.

The package of IBM’s typeface, IBM Plex.

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. Optimizes Agent & Tool calling, and supports plugins.

Functional programming library for Go 1.24+, inspired by fp-ts. Uses generic type aliases for a clean, composable API. Provides Option, Either, Result, IO, IOResult, Reader, and ReaderIOResult monads, plus optics (Lens, Prism, Traversal) for immutable data manipulation. Supports Functor, Applicative, and Monad abstractions with do-notation-style

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AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

IBM Open Source at GitHub

Upscale an image by a factor of 4, while generating photo-realistic details.

IBM Analog Hardware Acceleration Kit

The helpful and handy location for finding and sharing z/OS files, which are not included in the product.

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.

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

The IBM/charts repository provides helm charts for IBM and Third Party middleware.

Foundation Model for Materials - FM4M

Prompt Declaration Language (PDL) is a declarative prompt programming language.

Extract and combine multiple source code views using tree-sitter

IBM Cloud Paks are enterprise-grade containerized software by combining container images with enterprise capabilities for deployment in production use cases with integrations for management and lifecycle operations. Features such as pre-configured deployments based on product expertise, rolling upgrades, and management of production workloads.

Samples for using Code Engine

Sample playbooks utilizing Red Hat Ansible Certified Content for IBM Z

Multi-GNN architectures for Anti-Money Laundering.

Tool for checking whether a JSON schema is a subschema of another JSON schema.

IBM Aspera CLI

The IBM Spectrum Scale Container Storage Interface (CSI) project enables container orchestrators, such as Kubernetes and OpenShift, to manage the life-cycle of persistent storage.

Developer contributions for Ansible Automation on Power

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

TrajCast: Force-Free MD Through Autoregressive Equivariant Networks

This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX

AI-assisted workflows for translating business requirements into infrastructure code

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

The repo holds Recipes from IBM Developer for user access to the information

Comprehensive LLM Error Analysis and Reporting

AI Robustness Evaluation System

Project AI Services will help deploy e2e AI use cases that solve business problems for Power Users.

A framework for designing, executing and analysing experiment campaigns

Source code for the IBM Granite AI Model Workshop

Create a web application that uses the IBM Decision Optimization's prescriptive analytics model, to choose which plant to order items from

Managing the lifecycle for a group of operands

Code to enable layer-level steering in LLMs using sparse auto encoders

IBM Maximo Visual Inspection CLI Tools and APIs

A collection of Universal connector plug-ins for IBM Guardium Data Protection and IBM Guardium Insights. A universal connector allows Guardium customers to digest data activity events from various data sources and to quickly develop such a plug-in, if required.

Template for creating Go Edge, BFF, Microservice use case

Ansible collection to work with z/OS based on z/OS Management Facility (z/OSMF).

This is a base-react agent for AssetOpsBench

IBM SMF Explorer is a Python framework to access SMF data

This Python package is designed for mapping the solution space of machine learning models. An understanding of the organisation of the solution space can answer important questions about the reproducibility, explainability and performance of ML methods.

Cloudant SDK for Go

Automate the deployment of Red Hat OpenShift Container Platform on IBM zSystems (s390x). Automated User-Provisoned Infrastructure (UPI) setup using Kernel-based Virtual Machine (KVM).

OpenDsStar is an open-source implementation of the DS-Star agent that replaces file-based workflows with a flexible, tool-centric architecture. It supports incremental execution, reuses intermediate results, and makes complex multi-step agents more modular, efficient, and extensible.

torchlogic is a pytorch framework for developing Neuro-Symbolic AI systems and implements Neural Reasoning Networks.

s390/s390x ABI specification

Oper8 is a framework for writing kubernetes operators in python. It implements many common patterns used by large cloud applications that are reusable across many operator design patterns.

Operator to install IBM Common Services

Generate English-language text similar to the text in the Yelp® review data set.

IBM GGUF-encoded AI models and conversion scripts

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

Python library for the simulation of probabilistic circuits.

A composable and fully extensible C++ execution engine library for data management systems.

Samples, tutorials and other information about Concert

Flash-GMM, a memory-efficient GPU kernel that unlocks GMM soft clustering at billion-scale

IBM webMethods Helm Chart Repository

IBM Cloud Networking Services Go SDK

Sample Z application showing how to work with mainframe software.

Generate architecture diagrams following IBM Diagram Standard.

Cross-build scripts for .NET

Repository for Reinforcement Learning for Text-based games with Context Relevant State Truncation to improve generalization to unseen games. Code accompanying accepted EMNLP2020 paper.

IBM watsonx.ai Node SDK repository

Model Context Protocol (MCP) server for IBM watsonx.data - enables AI assistants to query and explore lakehouse data Resources

GitHub Action templates for IBM Cloudability Governance

IBM Cloud Networking Services Node SDK

Go SDK for interacting with the IBM Cloud KeyProtect service.

Golang SDK for IBM Cloud Secrets Manager

Go client library for IBM Cloud Continuous Delivery

Operator used to install the common webui service

Create read-only view of data with sensitive personal information masked for AI apps

2BFAIR-framework is a framework for automated FAIRness assessment of digital resources according to the FAIR principles.

Db2 Developer Extension

hosts helm repo and yaml files for customer initiated deployment of Turbonomic agents kubeturbo prometurbo

Host supplemental Turbonomic ARM kubernetes deployments

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An MCP (Model Context Protocol) server that provides various tools for OpenPages based on published ontology. The MCP server can be deployed as local or remote MCP server.

qauvern

Manage infrastructure as code in IBM Cloud.

Tools and utilities for the IBM Cloud Continuous Delivery service and resources

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IBM webMethods Helm Charts

Useful tool to create and check OpenShift clusters on IBM Cloud PowerVC

docling-pipelines

The `ibm-watsonx-data-integration` SDK for Python.

Python client library for IBM Cloud Continuous Delivery

A curated collection of IBM Concert Workflows templates organized by business use case, designed to accelerate adoption and provide teams with a ready-to-use library of automation starting points.

Samples, tutorials and other information about Concert Platform

Disk tiebreaker daemon for the Corosync Cluster Engine

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Schema-driven JSON language implementation with diesel

Z-mag (planned public Git repository: Z-mag).

Defense Model Bootcamp - Lab guides built with Docusaurus

This is for the new IBM Turbonomic Openstack Mediation in OCP

IBM Bob: Level 3

Java client library for IBM Cloud Continuous Delivery

Node client library for IBM Cloud Continuous Delivery