开源啦🎉🎉🎉基于 @karpathy 的 llm-wiki 方法论，我将其从抽象设计模式实现为完整的跨平台桌面应用，兼容 Obsidian，同时还基于原版做了很多优化增强。🔧 两步思维链 Ingest：拆分为分析+生成两次 LLM 调用，保存到知识库的文件使用 LLM 进行深入分析，拆解内容生成知识图谱。🧠 知识图谱：将知识库内的内容构建成图谱。🔍 查询检索：四阶段管线，CJK 二元组分词搜索→图谱扩展→预算控制（4K-1M 可配，60/20/5/15 分配）→带引用编号的上下文组装。💬 多对话聊天：独立会话持久化，引用面板标注使用了哪些 Wiki 页面，结果还可以保存到 Wiki 同时 Ingest。我还做了如下改进：🧠 知识图谱中，加入了不同实体之间的关系强度的加权计算算法，通过关系强度决定 LLM Chat 的时候引用资料的优先级。🔬 深度研究：对特定话题联网查询资料并进行深度研究，使用 Tavily API 多查询检索，综合后自动 Ingest 回 Wiki，支持并发任务队列。📎 Chrome 扩展：开发了chrome插件，一键将有价值的网页内容插入知识库。
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开源啦🎉🎉🎉基于 @karpathy 的 llm-wiki 方法论，我将其从抽象设计模式实现为完整的跨平台桌面应用，兼容 Obsidian，同时还基于原版做了很多优化增强。🔧 两步思维链 Ingest：拆分为分析+生成两次 LLM 调用，保存到知识库的文件使用 LLM 进行深入分析，拆解内容生成知识图谱。🧠 知识图谱：将知识库内的内容构建成图谱。🔍 查询检索：四阶段管线，CJK 二元组分词搜索→图谱扩展→预算控制（4K-1M 可配，60/20/5/15 分配）→带引用编号的上下文组装。💬 多对话聊天：独立会话持久化，引用面板标注使用了哪些 Wiki 页面，结果还可以保存到 Wiki 同时 Ingest。我还做了如下改进：🧠 知识图谱中，加入了不同实体之间的关系强度的加权计算算法，通过关系强度决定 LLM Chat 的时候引用资料的优先级。🔬 深度研究：对特定话题联网查询资料并进行深度研究，使用 Tavily API 多查询检索，综合后自动 Ingest 回 Wiki，支持并发任务队列。📎 Chrome 扩展：开发了chrome插件，一键将有价值的网页内容插入知识库。
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Dr. Lionel Jouffe explains the new features of BayesiaLab 8 at the 6th Annual BayesiaLab Conference in Chicago. https://www.bayesia.com/bayesialab8 | Bayesia USA
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Dr. Lionel Jouffe explains the new features of BayesiaLab 8 at the 6th Annual BayesiaLab Conference in Chicago. https://www.bayesia.com/bayesialab8 | Bayesia USA
315 viewsDec 6, 2018
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Just in case you missed it, here is a recording of today's webinar on diagnostic reasoning with Bayesian networks and BayesiaLab. So, if your car doesn't start in the morning, first consult a Bayesian network! | Bayesia USA
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Just in case you missed it, here is a recording of today's webinar on diagnostic reasoning with Bayesian networks and BayesiaLab. So, if your car doesn't start in the morning, first consult a Bayesian network! | Bayesia USA
133 viewsAug 17, 2018
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Intelligence Analysis with Artificial Intelligence and Bayesian Networks—Here is the screen recording of our seminar at the Virginia Tech Applied Research Center in Arlington, Virginia, on September 11, 2018. Also, you can download the original slides and all corresponding Bayesian network files from our website: http://www.bayesia.com/isr | Bayesia USA
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Intelligence Analysis with Artificial Intelligence and Bayesian Networks—Here is the screen recording of our seminar at the Virginia Tech Applied Research Center in Arlington, Virginia, on September 11, 2018. Also, you can download the original slides and all corresponding Bayesian network files from our website: http://www.bayesia.com/isr | Bayesia USA
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If you are interested in attending this year's BayesiaLab Conference (Sep. 28-29 in Nashville, http://www.bayesia.com/bayesialab-conference-2016-main), you might be interested in learning what our event is all about. So, we are re-posting all presentations from last year's BayesiaLab Conference in Fairfax, Virginia. Here is Steve Wilson's presentation on Bayesian networks in environmental policy analysis in Canada’s energy sector. | Bayesia USA
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If you are interested in attending this year's BayesiaLab Conference (Sep. 28-29 in Nashville, http://www.bayesia.com/bayesialab-conference-2016-main), you might be interested in learning what our event is all about. So, we are re-posting all presentations from last year's BayesiaLab Conference in Fairfax, Virginia. Here is Steve Wilson's presentation on Bayesian networks in environmental policy analysis in Canada’s energy sector. | Bayesia USA
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In this seminar recording, we illustrate how Bayesian networks can serve as a powerful modeling and reasoning framework for health economics research and public policy development. We present a complete analysis workflow using the BayesiaLab 8 software platform for several different case studies. | Bayesia USA
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In case you missed yesterday's webinar on Discovering Complex Causal Structures with Hellixia, we now have the recording available. To learn more about Hellixia, please go to our website, https://www.bayesia.com/bayesia/bayesialab/webinars-seminars-tutorials-examples-and-case-studies/webinar-discovering-complex-causal-structures-with-hellixia. | Bayesia USA
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