Writing #prompts is really the same as writing rules in rule-based #NLP , just at the #semantic level instead of #syntactic #NLU #LLM #Linguistics
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SciTech Chronicles. . . . . . . . .April 5th, 2025
#mouse #allergens #inflammation #RORγt+ #pharmacology #Osmanthus #LLM #5-MeO-MiPT #Artemis #regolith #ultrathin #efficiency #breakup #Africa #Angola #cooling #Congo #semantic #structures #multidimensional
bit.lySciTech Chronicles. . . . . . . . .April 5th, 2025Vol II No 4 482 links Curated I no longer accept the things I cannot change. I change the things I cannot accept. Researchers find a small g...
#ITByte: A #Semantic #Data #Layer is a metadata and abstraction layer that manages the relationships between data attributes to create a business view.
A semantic layer can help companies monetize their data and make accurate business decisions by aggregating multiple data sources.
https://knowledgezone.co.in/posts/Semantic-Data-Layer-642a7d8329dfcd4a107ff990
New Paper Alert!
Using Citizen Science Data as Pre-Training for #Semantic #Segmentation of High-Resolution #UAV Images for Natural #Forests Post-Disturbance Assessment
Paper 
: https://doi.org/10.3390/f16040616
Blog post 
: https://damienlarocque.gitlab.io/blog/forests2025
Code 
: https://github.com/norlab-ulaval/droneSegmentation
Continued thread
#Defense Secy #PeteHegseth did not apologize Wednesday for disclosing on a #Signal chat what time American fighter jets were taking off & launching strikes against #Iran-backed #Houthis in #Yemen. Instead he relied on the #semantic argument that his disclosures, which also relayed specific times that a “strike window” for F-18s would begin in a chat that inadvertently included a journalist, were not “war plans.”
Il y a 15 ans (février 2010) j'ai refait le site de @plugfr en appliquant ce qui me semblait alors du bon sens en termes de design : https://plugfr.org/
Je découvre qu'on appelle ça le style « brutaliste », en lien avec la tendance architecturale du même nom : https://brutalist-web.design/ #webdesign #semantic #brutalist
plugfr.orgPLUG – Provence Linux User GroupLe PLUG est une association (loi 1901) basée à Marseille qui regroupe des passionnés d'informatique et logiciels libres, propose des échanges en ligne (mailing-lists, IRC, twitter, …) et organise des réunions mensuelles (en général le 1er vendredi du mois à La Bo[a]te).
#ITByte: #Semantic is a development #Framework that helps create beautiful, responsive layouts using human-friendly HTML.It provides templates for HTML elements with CSS styling that users can deploy for easy interface development.
A brief overview of #SemanticUI and how it compares against #Bootstrap?
https://knowledgezone.co.in/posts/Semantic-UI-63d0cc01c187be4df9c665c3
Unlock the power of your data. Discover Marina Tosic's 3 (+1 hidden) jokers for building a semantic layer that’s both simple and consistent.
https://towardsdatascience.com/semantic-layer-for-the-people-and-by-the-people-ce9ecbd0a6f6
Towards Data Science · 3 Jokers for Building a Powerful Semantic Layer | Towards Data Science
New publication: Hasenäcker, J. (@JanaHasenacker), Nadalini, A., & Crepaldi, D. (2024). Sub-word #orthographic #processing and #semantic activation as revealed by ERPs. #Language, #Cognition and #Neuroscience, 1–13. https://doi.org/10.1080/23273798.2024.2430275
Semantic Kernel · 使用Semantic Kernel来开启您的AI旅程 | Semantic KernelSemantic Kernel (SK) 是由微软开发的一款开源开发工具包，旨在帮助开发者和企业利用最新的人工智能技术构建更智能和复杂的AI驱动解决方案，例如检索增强生成 (RAG) 和智能体 (Agent)。 核心概念 内核（Kernel） 您可以将SK的内核视为一个容器，该容器包含您所需的所有与AI相关的组件，如提示语模板、AI服务和插件。如果将所有的服务和插件提供给内核，则AI会根据需求自动使用它们。SK还提供多项企业级功能，使您可以保证您的AI符合安全要求且在部署后能够持续监控AI的表现。 提示语（Prompt Engineering） 提示语在使用大型语言模型中至关重要。优质的提示语能够显著提升用户体验。SK通过提示语模板（template）的方式来实现自然语言与AI插件的混合使用，让您的提示语变得更加的灵活。 AI服务（AI Services） SK支持多种AI应用场景，包括对话补全，文本生成，嵌入（embedding）生成，图像与文字转换，以及音频与文字转换。此外，SK兼容多个AI服务提供商，如OpenAI，Azure，Google AI， Amazon Bedrock， 以及提供本地推理服务的Ollama等。 插件（Plugins/Functions） SK通过插件支持扩展大型语言模型的功能。插件可以是代码或自然语言，并可集成外部系统，如数据库、API或其他云服务，以便AI解决方案获取动态信息。 矢量存储（Vector Stores） 矢量存储可以被视为存储嵌入的数据库。许多现代数据库已开始提供矢量存储服务，这在构建RAG方案的检索步骤中扮演着重要角色。SK支持市场上大部分的矢量数据库，比如说Azure AI Search，Azure Cosmos DB，Qdrant，Redis， 和Weaviate等。 企业组件（Enterprise Components） SK自项目启动之初便将企业级AI解决方案作为首要目标。SK提供一系列功能以增强AI的安全性，包括筛选器（Filter）和可观察性（Observability）。筛选器可用于过滤提示语，确保不处理不安全的提示，并在生成式AI的回答到达终端用户前进行适当过滤。可观察性确保您在将AI部署到分布式系统时，仍能了解系统内部的运行状态，包括token的使用情况、函数的运行时间、以及大型语言模型的输入输出等。 框架 除了上述核心功能外，SK还提供一下框架，以帮助您构建更复杂的AI解决方案： 智能体框架：利用了SK生态创建和管理AI智能体。 业务流框架：利用了SK生态使企业能更有效地创建，管理和部署完整的AI业务流程。 关于这两个框架的详细介绍，我将在后续文章中单独阐述，敬请期待！ 开始使用 目前，SK支持三种编程语言：C#，Python，和Java。SK的源代码托管在GitHub上。您可以访问我们的仓库以获取源代码，文档和开发示例： C#源代码：semantic-kernel/dotnet at main · microsoft/semantic-kernel C#示例：semantic-kernel/dotnet/samples at main · microsoft/semantic-kernel Python源代码：semantic-kernel/python at main · microsoft/semantic-kernel […]
Unlocking the Power of Memory: Announcing General Availability of Semantic Kernel’s Memory Packages
We are thrilled to announce the General Availability (GA) of our Memory packages for .NET, Java, and Python! The Semantic Kernel team and our partners...
By: Wes Steyn
#microsoft #dotnet #semantic-kernel #python
Semantic Kernel · Unlocking the Power of Memory: Announcing General Availability of Semantic Kernel’s Memory Packages | Semantic KernelWe are thrilled to announce the General Availability (GA) of our Memory packages for .NET, Java, and Python! The Semantic Kernel team and our partners have been working hard to allow you to quickly connect to vector stores and make it easy for you to do embeddings and data retrieval between stores. Transforming Data Management […]
Announcing the GA Release of Filters for .NET and Python in Semantic Kernel
We are excited to announce the General Availability (GA) release of Filters for our .NET and Python Semantic Kernel! This vital enhancement strengthen...
By: Roger Barreto
#microsoft #dotnet #semantic-kernel #python #ise
Semantic Kernel · Announcing the GA Release of Filters for .NET and Python in Semantic Kernel | Semantic KernelWe are excited to announce the General Availability (GA) release of Filters for our .NET and Python Semantic Kernel! This vital enhancement strengthens the control and visibility developers have when running functions, ensuring responsible AI practices are instilled from the ground up. Filters not only improve security but also contribute to building enterprise-ready solutions that […]
Announcing the GA Release of the OpenAPI Plugin for .NET and Python in Semantic Kernel
We are thrilled to announce the General Availability (GA) release of the OpenAPI package for Semantic Kernel, available for both .NET and Python! With...
By: Sergey Menshykh
#microsoft #dotnet #semantic-kernel #python #openapi
Semantic Kernel · Announcing the GA Release of the OpenAPI Plugin for .NET and Python in Semantic Kernel | Semantic KernelWe are thrilled to announce the General Availability (GA) release of the OpenAPI package for Semantic Kernel, available for both .NET and Python! With this significant milestone, developers can easily integrate existing APIs as plugins, enhancing the capabilities of their AI agents while making them more versatile in real-world applications. Why OpenAPI Plugins Matter In […]
Allow users to talk and listen to your chatbot using Semantic Kernel Python
Until now, Semantic Kernel Python only allowed for the development of text-based AI applications. However, this is no longer the case, as we have expa...
By: Tao Chen
#microsoft #semantic-kernel #python
Semantic Kernel · Allow users to talk and listen to your chatbot using Semantic Kernel Python | Semantic KernelUntil now, Semantic Kernel Python only allowed for the development of text-based AI applications. However, this is no longer the case, as we have expanded its capabilities to include audio as one of the supported modalities. In this article, I will provide a detailed, step-by-step guide on how to create a chatbot that can both […]
Microsoft’s Agentic AI Frameworks: AutoGen and Semantic Kernel
Microsoft’s agentic AI frameworks, Semantic Kernel and AutoGen are deeply collaborating to provide the best-in-class agentic developer experience. Wit...
By: Shawn Henry
#microsoft #semantic-kernel #ise
Semantic Kernel · Microsoft’s Agentic AI Frameworks: AutoGen and Semantic Kernel | Semantic KernelMicrosoft’s agentic AI frameworks, Semantic Kernel and AutoGen are deeply collaborating to provide the best-in-class agentic developer experience.
Working with Audio in Semantic Kernel Python
We are pleased to announce the arrival of audio support in Semantic Kernel Python. This new audio functionality will enable you to create more interac...
https://devblogs.microsoft.com/semantic-kernel/working-with-audio-in-semantic-kernel-python/
By: Tao Chen
#microsoft #semantic-kernel #python
Semantic Kernel · Working with Audio in Semantic Kernel Python | Semantic KernelWe are pleased to announce the arrival of audio support in Semantic Kernel Python. This new audio functionality will enable you to create more interactive and accessible user experiences. In this blog post, I will detail the new interface, the existing connectors, and provide samples. Please continue reading for more information. Audio-to-Text The first feature […]
Semantic Versioning is a system for labeling software versions that communicate the significance of changes so users and developers know what to expect from an update. It consists of 3 parts.
MAJOR.MINOR.PATCH
Ex. 30.0.1
MAJOR: Big changes that might require developers to adjust their code.
MINOR: New features and improvements that don’t break anything but add something new.
PATCH: Hotfixes and other bugs that need attention before other releases.
