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OSS2026-07-29 · source-backed
HKUDS/nanobot (46,369 stars) shipped v0.3.0 with a bundled WebUI as the front door: one nanobot webui command prepares the UI, starts the gateway, and opens a browser workbench with no separate frontend build. The agency model is deliberately bounded, with inline subagents, explicitly authorized work carried through verification, per-session model presets, and long-running execution only when a task opts in via /goal.
Each link below shares sources, entities, or timing with this story.
From HKUDS (the LightRAG lab), OpenHarness (Python, ~13,800 stars, v0.1.9) packages tool-use, skills, persistent memory, and multi-agent coordination, plus a personal assistant "ohmo" that talks to Slack and Feishu. It ships a 43-plus tool ecosystem with MCP support and unifie...
The lab behind LightRAG (37,823 stars) and nanobot (45,882) landed correlation-regime detection plus a backtest/data/live-safety correctness pass on July 17, then Binance crypto fallback and parallel-execution fixes on July 18. Be skeptical of any LLM trading agent's claims. B...
HKUDS/LightRAG (EMNLP 2025), microsoft/graphrag, and milvus-io/milvus remain the three anchors of graph and vector retrieval, all clustered within 10K stars of each other. None has broken away, which is itself the signal: graph RAG hasn't picked a winner after eighteen months....
Built by Bingxi Zhao in Chao Huang's HKUDS lab, it runs Chat, Quiz, Research, Visualize, Solve and Mastery Path on one unified agent loop: "you switch the objective, not the engine, and context moves with the learner." The memory design is the transferable idea. L1 is a worksp...
HKUDS/nanobot, the self-hosted personal agent framework at 47,091 stars, pushed fixes on August 15 and 16 making WebUI mutations reconnect-safe, snapshotting mutation replay frames, preserving mutation order after reconnect and hardening replay test coverage (GitHub). The same...
HKUDS/nanobot (8,252 forks, MIT, created February 1, pushed today) ships WebUI, tools, memory, MCP, multi-agent workflows, and Discord/Telegram bindings. The 18% fork ratio and 771 open issues say it's being deployed, not starred. Rare to see a university lab hold a consumer-g...
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