KAG Releases

This release focuses on maintenance updates, specifically addressing compatibility and functionality issues within the MiniMax model integration. It updates the model's metadata and endpoints to ensure smooth operation. This is a bug fix update with no new features or breaking changes.

Jul 20, 2026

This release focuses on bug fixes and documentation improvements. It addresses a specific issue with `model_tokens` forwarding and updates the documentation to compare Open Source and Managed APIs. Additionally, the CI workflow is optimized to run only deterministic unit suites.

Jul 8, 2026

This release focuses on stability improvements, resource management fixes, and dependency updates. It introduces new providers and configuration hooks while resolving various issues across the platform's channel and agent integrations.

Jul 3, 2026

A maintenance release addressing a critical crash on Windows related to FFmpeg and making minor updates to documentation.

Jun 23, 2026

This release replaces the terminal-based launcher with a standard MSI installer, unifies documentation under a single website, and introduces significant performance improvements and stability fixes for the FSRS scheduling system.

Jun 16, 2026

This release focuses on stabilizing the runtime environment and enhancing volume management. It introduces features for guest runtime metrics and idempotent volume mounts, alongside fixes for idle detection, disk cleanup, and network publisher issues.

Jun 10, 2026

This release adds Homebrew support, image pruning, and significant improvements to sandbox labeling and SSH capabilities. It also refactors the SDK to use a builder flag for detached creation, removing the previous `CreateSandboxDetached` function.

Jun 5, 2026

This release focuses on improving runtime stability, adding metrics capabilities, and introducing image archive support. It also includes maintenance updates to the installation process.

Jun 1, 2026

This release enhances CLI functionality with new commands and hardens security for mounts, secrets, and network handling. It also fixes several critical runtime and clock synchronization issues.

May 30, 2026

This release introduces significant feature additions including MCP support, MQTT channels, and file management tools. It also includes various bug fixes and dependency updates.

May 29, 2026

A minor maintenance release aimed at resolving stability issues related to sandbox naming and network destination parsing.

May 28, 2026

This is a beta release focused on preparing for a Windows version of the software. It requires extended testing to be marked production-ready and available via pip packages.

May 11, 2026

A critical security release addressing a vulnerability where untrusted decks could read local files. It strongly advises users to upgrade immediately using the internal launcher tools.

May 8, 2026

A security release fixing a vulnerability in the local media server that allowed malicious websites to read local files. This primarily affects Firefox and Safari users.

May 7, 2026

A major feature release introducing Model Context Protocol (MCP) CLI commands, cross-platform serial hardware support, and agent capabilities like prompt layering.

Apr 30, 2026

This release adds configurable Sogou-backed web search and enhances agent context management with new commands. It also introduces a no-browser option for OAuth login.

Apr 22, 2026

This release implements distributed secret storage and the Raft consensus protocol while improving CI/CD workflows for local builds. It also upgrades the project to Go 1.26.

Apr 22, 2026

This release introduces new capabilities including Python support in Spore drive, a load balancing engine, and an MCP server for Dream. It also includes significant refactoring of stream clients, pub/sub logic, and dependency management, alongside various bug fixes and updates to the CDK.

Nov 23, 2025

KAG v0.8.0 focuses on enhancing consistency, rigor, and accuracy of LLM knowledge base-driven reasoning. This release introduces configurable index management with multiple index types, decouples knowledge bases from applications, and fully embraces the MCP protocol for seamless integration into agent workflows.

Jun 28, 2025

A maintenance release focusing on improving ACME integration, fixing DNS handling, and enhancing CI/CD error reporting.

May 1, 2025