关注连接模型的工具：AI Agent、MCP、模型网关、编程助手、推理引擎和自动化工作流。
# Release v5.14.0 ## New Model additions ### Inkling (fresh from Thinking Machines): 975B total, 41B active * Add Inkling model #47347 by @molbap @Cyrilvallez @eustlb and @zucchini-nlp Inkling is a general-purpose multimodal model that accepts text, image and
Second v2 beta. Pre-releases are opt-in only; `pip install mcp` still resolves to the stable 1.x line. ```bash pip install mcp==2.0.0b2 # or uv add "mcp==2.0.0b2" ``` The [documentation](https://py.sdk.modelcontextprotocol.io/v2/) has the full tutorial and API
# Patch release v5.13.1 This patch is focused on enabling `transformers` for the latest release of vllm! - Be more defensive with remap_legacy_layer_types for custom models (#47245) from @hmellor - Fix custom code which doesn't know about the new linear layer
# Introducing Dify Agent *(Experimental)*: A New Agent Experience in Dify > [!WARNING] > You should provide Dify Agent services ⚠️**only to trusted, non-malicious users**⚠️. As many of you know, the shell-based LLM agent paradigm has brought a major leap in ag
## Highlight **Agent** - Support agent interruption with context handling #1995 **Longterm Memory Integration** - Integrate ReMe based longterm memory #1972 - Integrate agentic longterm memory #1927 **TTS** - Support OpenAI TTS API #1878 - Support DashScope Co
# Release v5.13.0 ## New Model additions ### KimiK 2.5, 2.6, and 2.7 This release includes the architecture for Kimi 2.5 which is used by 2.5-2.7: Kimi K2.5 is an open-source, native multimodal agentic model that advances practical capabilities in long-horizon
## Major New Features **RAG Module** - Introduced a native RAG (Retrieval-Augmented Generation) module with full support for distributed, multi-tenant, and multi-session RAG services, significantly enhancing knowledge retrieval capabilities. **Long-Term Memory
## What's Changed * fix(kosong): round-trip empty reasoning content by @RealKai42 in https://github.com/MoonshotAI/kimi-cli/pull/2446 * feat(soul): escalate repeated-tool-call reminders and force-stop on dead-end streak by @jackfish212 in https://github.com/Mo
Co-authored-by: jackfish212 jackfish212@outlook.com
Securing internal systems with an AI Control Roadmap, combining traditional safeguards and real-time monitoring.
## What's Changed * ci(webui): add format and build checks by @Premsenareddy in https://github.com/agentscope-ai/agentscope/pull/1821 * feat(omni): streaming audio + live captions for DashScope/OpenAI omni by @qbc2016 in https://github.com/agentscope-ai/agents
# Patch release v5.12.1 Updated the lower bound for PEFT and a fix for auto tokenizer to properly resolve the mistral tokenizer (when `mistral-common` is installed). This is similar to v.5.10.3 minus the fixes that were already included in the main release - v
Google DeepMind and partners announce a $10M funding call for multi-agent safety research.
## Highlight - **Agent Team** is supported ## What's Changed * fix(webui): add missing files in the web ui example by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/1661 * fix(readme): update the QR code for DingTalk group by @DavdGao in https://
## What's Changed * fix(tools): include trailing output in error briefs and render brief as plain text by @liruifengv in https://github.com/MoonshotAI/kimi-cli/pull/2389 * docs: rename project to Kimi CLI and link to Kimi Code CLI successor by @RealKai42 in ht
## What's Changed * docs: announce evolution to Kimi Code successor project by @RealKai42 in https://github.com/MoonshotAI/kimi-cli/pull/2377 * docs: fix router auto language redirect by @RealKai42 in https://github.com/MoonshotAI/kimi-cli/pull/2378 * feat(she
## What's Changed * fix(shell): Fix misleading "Quota exceeded" prefix shown on every 403 error by @liruifengv in https://github.com/MoonshotAI/kimi-cli/pull/2342 * feat(toolset): improve dedup with sparse reminders and canonical args by @jackfish212 in https:
## 🚀 What's New in v1.13.3? Our latest patch release, v1.13.3, focuses on stability and correctness across workflow execution, streaming, and knowledge retrieval. Here's a quick look at the most important updates: ### 🎬 New Features - **Workflow Configuratio
## 🚀 What's New in v1.14.2? v1.14.2 is a patch release focused on security hardening, workflow and knowledge reliability, observability fixes, agent groundwork, and deployment/runtime tuning after v1.14.1. ### 🔐 Security and administration - **Tenant-scoped
## What's Changed * refactor(telemetry): track btw side question as tool_call event by @jackfish212 in https://github.com/MoonshotAI/kimi-cli/pull/2257 * chore(release): bump kimi-cli and kimi-code to 1.44.0 by @jackfish212 in https://github.com/MoonshotAI/kim
# PyTorch 2.12.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Improvements](#improvements) - [Bug fixes](#bug-fixes) - [Performa
Introducing Co-Scientist, a collaborative AI partner built with Gemini to help researchers accelerate scientific breakthroughs.
## What's Changed * feat(ui): improve shell spacing, link highlighting and notification duration by @jackfish212 in https://github.com/MoonshotAI/kimi-cli/pull/2230 * feat(telemetry): polish event schema with outcome enum, lifecycle tracking and error enrichme
## 🚀 What's New in v1.14.1? v1.14.1 is a patch release focused on security hardening, workflow and knowledge-base stability, deployment cleanup, and continued UI platform migration after v1.14.0. ### 🔐 Security - **Self-hosted `SECRET_KEY` hardening** — Dock
## What's Changed * fix(soul): clear partial UI output when LLM step is retried by @7Sageer in https://github.com/MoonshotAI/kimi-cli/pull/2177 * fix(tests): unbreak main CI after #2177 by @7Sageer in https://github.com/MoonshotAI/kimi-cli/pull/2213 * fix(shel
Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.
## What's Changed * fix(clipboard): enable clipboard paste on headless Linux over SSH by @ZichenWen1 in https://github.com/MoonshotAI/kimi-cli/pull/2115 * fix(plugin): support installing from .zip URL by @tempurai in https://github.com/MoonshotAI/kimi-cli/pull
## 🚀 What's New in v1.14.0? ### Collaboration Collaboration allows workspace members to edit the same workflow together, with synced graph updates, online presence, and shared visibility into who is working where. On self-hosted deployments, collaboration is
# PyTorch 2.11.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Improvements](#improvements) - [Bug fixes](#bug-fixes) - [Performa
# PyTorch 2.10.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Improvements](#improvements) - [Bug fixes](#bug-fixes) - [Performa
