博客 - NEUSNCP

VincentWei2026-07-31 17:09

KnowForge - 先进的 Python CLI 智能知识库与知识图谱 Agent 开发平台

KnowForge 先进的 Python CLI 智能知识库与知识图谱 Agent 开发平台 KnowForge 是一个纯 Python、CLI 优先、嵌入式零依赖的智能知识库与知识图谱 Agent 平台。它融合了 RAG 检索、知识图谱推理与 LangGraph 多智能体编排，灵感来源于 Yuxi 项目，但在部署形态、技术选型与开发体验上做了深度优化。核心特性 CLI 优先：基于 Typer + Rich 的现代终端体验，流式输出、语法高亮、引用面板零外部依赖：SQLite + Chroma...

VincentWei2026-07-31 15:07

kgagent — A Temporal Knowledge Graph Agent

kgagent A Temporal Knowledge Graph Agent A faithful Python re-implementation of the Graphiti architecture, with first-class support for Ollama and vLLM as LLM providers. What is a temporal knowledge graph? Every entity and relationship carries two timest...

VincentWei2026-07-29 16:10

LogRCA-Harness - 基于OpenHarness架构的LLM驱动故障根因诊断系统

LogRCA-Harness - 基于OpenHarness架构的LLM驱动故障根因诊断系统显式遵循OpenHarness 10大子系统架构，由LLM驱动整个Agent Loop，支持Plan-First和动态技能加载。项目简介 LogRCA-Harness 是一个基于OpenHarness架构的、LLM驱动的系统日志故障根因诊断系统。它将OpenHarness的核心设计理念""模型提供智能，Harness提供手、眼、记忆和安全边界""与LLM驱动的诊断流程深度融合。三大核心特性 Plan-Fi...

VincentWei2026-07-29 16:04

MySandbox

MySandbox A pure-Python sandbox for Agent services, inspired by OpenSandbox . MySandbox provides an isolated execution environment for running untrusted shell commands and Python code on behalf of LLM agents. Unlike OpenSandbox, which relies on Docker/Kub...

VincentWei2026-07-29 16:02

DeerFlow-Py 一个用于构建和运行 Agent 系统的自研mini框架

DeerFlow-Py A pure-Python super-agent collaboration framework inspired by ByteDances DeerFlow , rebuilt from first principles with zero hidden abstractions. Overview DeerFlow-Py is a from-scratch, pure-Python reimplementation of the ideas behind ByteDance...