This page provides a structured list of curated web links designed to be a helpful resource.
The file and text below includes a direct link to each item, a summary of its purpose or content, and relevant hashtags for easier filtering and topic identification.
Curated links 2025
STORM, developed by Stanford-OVAL, is an LLM-powered system that automates research and generates Wikipedia-style articles with citations. It uses internet searches to collect data, creates outlines, and writes full-length reports. Co-STORM enhances this by enabling human-AI collaboration, incorporating a dynamic mind map and discourse protocol for better knowledge curation. The system supports multiple language models and retrieval methods, with customizable pipelines and datasets like FreshWiki and WildSeek for research purposes.
#AI #LLM #KnowledgeCuration #Wikipedia #ResearchAutomation #HumanAICollaboration #STORM #CoSTORM #StanfordOVAL #NLP
Typed-ffmpeg is a modern Python interface for FFmpeg, offering a user-friendly, dependency-free SDK with robust typing, IDE auto-completion, and comprehensive filter support. It simplifies complex filter graph creation, supports JSON serialization, graph visualization via Graphviz, and includes validation tools. Inspired by ffmpeg-python, it enhances functionality with features like partial evaluation and extensive input/output options. An interactive playground allows real-time experimentation. Future plans include expanded FFmpeg version and filter support.
#FFmpeg #Python #typedffmpeg #VideoProcessing #FilterGraphs #GraphVisualization #SDK #Coding #OpenSource #Multimedia
Emergent.sh is an AI-powered, agentic vibe-coding platform that transforms natural language prompts into production-ready, full-stack applications without requiring developers. It automates coding, testing, deployment, and maintenance, handling tasks like database setup, API integration, and code migration. Backed by Y Combinator, it streamlines workflows, supports SaaS integrations, and enhances productivity for building web apps, games, and more, allowing developers to focus on innovation.
#Emergent #AICoding #VibeCoding #NoCode #SoftwareDevelopment #Automation #FullStack #YCombinator #DevTools #AppDevelopment
Jules is an asynchronous AI coding agent that automates tedious programming tasks like bug fixing, version updates, test corrections, and feature building. Users select a GitHub repository and branch, provide a detailed prompt, and Jules clones the repo to a cloud VM, leveraging the Gemini 2.5 Pro model to plan and execute changes. It generates diffs for review, creates pull requests, and offers audio summaries of changes, freeing developers to focus on creative coding and other activities.
#AICoding #Jules #CodingAgent #Automation #GitHub #SoftwareDevelopment #GeminiAI #DeveloperTools #CodeOptimization #Productivity
SwipeFile.com is a free, curated collection of over 550 proven marketing and copywriting examples, including ads, sales pages, pricing structures, and more, designed to inspire marketers and copywriters. Maintained by professional marketers, it offers categorized resources for easy browsing, helping users overcome creative blocks and enhance their campaigns. The platform encourages sharing to support its upkeep, providing a valuable, no-cost tool for marketing inspiration.
#SwipeFile #Copywriting #MarketingInspiration #DigitalMarketing #CreativeTools #Advertising #ContentCreation #FreeResources #MarketingStrategy #Copywriter
The GroundedAI Knowledge Graph is a visual tool within the StudyRecon project, designed to map relationships between keywords in academic papers related to a search query, such as “Max Weber.” It aids researchers by providing a structured, visual representation of key concepts and their connections, enhancing the exploration and understanding of complex topics. Built by GroundedAI, it supports efficient information retrieval and organization for academic and general web sources.
#GroundedAI #StudyRecon #KnowledgeGraph #MaxWeber #AcademicResearch #AIResearch #InformationRetrieval #DataVisualization #ResearchTools #KnowledgeManagement
Stretch My Time Off is an AI-powered web tool that optimizes vacation days by suggesting the best days to take off around public holidays, maximizing consecutive days off with minimal leave. Users input their country, available vacation days, and year, and the tool generates a customizable calendar with holiday and leave suggestions. Built with SvelteKit, JavaScript, and GPT-4o, it offers a responsive design and supports global holiday data, helping users achieve better work-life balance.
#VacationPlanning #AITools #WorkLifeBalance #TimeOff #SvelteKit #PublicHolidays #Productivity #TravelPlanning #Optimization #StretchMyTimeOff
Evidence is an open-source, code-driven framework for building fast, interactive data visualizations and business intelligence products using SQL and Markdown. It serves as an alternative to drag-and-drop BI tools, enabling users to create polished reports, decision-support tools, and embedded dashboards. With support for various data sources, pre-built queries for speed, and deployment options like Evidence Cloud or self-hosting, it integrates with Git for version control and offers a VS Code extension for enhanced development.
#EvidenceDev #BusinessIntelligence #DataVisualization #SQL #Markdown #OpenSource #DataApps #BItools #CodeDriven #Analytics
GeoDeep is a lightweight, open-source Python library for AI-driven object detection and semantic segmentation in geospatial rasters (GeoTIFFs). It supports pre-built models for detecting cars, trees, buildings, and more, with outputs in GeoJSON or raster masks. Requiring only rasterio and onnxruntime, it runs efficiently on CPUs and supports YOLO and Retinanet models. Users can train custom models, convert them to ONNX, and share them via HuggingFace. The library is designed for ease of use and welcomes contributions.
#GeoDeep #AI #Geospatial #ObjectDetection #SemanticSegmentation #Python #OpenSource #GeoTIFF #YOLO #RemoteSensing
Bauplan is a Pythonic, serverless data platform designed for large-scale data pipelines and AI/ML workflows, operating directly on S3 data lakes. It simplifies infrastructure management by offering Git-for-data versioning, zero-copy branching, and Apache Iceberg table support for ACID transactions and optimized queries. Users can build pipelines with native Python, run SQL queries across branches, and automate CI/CD for data, ensuring reproducibility and auditability without containerization or complex frameworks like Spark.
#Bauplan #DataPlatform #Serverless #Python #DataPipelines #GitForData #ApacheIceberg #AIWorkflows #S3 #DataEngineering
Neurite is an open-source, AI-integrated mind-mapping tool that combines fractal mathematics with graph-based visualization to create a dynamic, non-linear workspace. It supports real-time fractal navigation (Mandelbrot, Julia sets), multi-agent AI node networks, and multimedia integration (text, images, videos, PDFs, web links). Features include Zettelkasten-style note-taking, bi-directional sync, vector-embedded search, and code execution (HTML/JS, Python). Neurite Desktop offers enhanced web browsing within nodes, fostering creative exploration for researchers, developers, and thinkers.
#Neurite #FractalMindMapping #AI #GraphTheory #Zettelkasten #OpenSource #KnowledgeManagement #MultiAgent #CreativeThinking #FractalGPT
The article explores why statistical models often outperform human judgment in predictive tasks, challenging the intuition that humans excel in complex decision-making. It debunks myths like humans being better at handling anomalies (e.g., Meehl’s “broken leg” case) due to low base rates and unreliable behavioral theories. However, humans may have advantages in forward-looking causal reasoning, constructing novel theories, and identifying robust abstractions. The piece also highlights AI-assisted decision-making research, noting methods like learning to defer to optimize human-model collaboration.
#StatisticalModeling #HumanJudgment #AIAssistedDecisionMaking #PredictiveAccuracy #CausalReasoning #DataScience #DecisionTheory #MachineLearning #HumanAICollaboration #Statistics
AutoKitteh is an open-source, developer-focused platform for durable workflow automation, offering a flexible, code-based alternative to no/low-code tools like Zapier or Make.com. Built on Temporal, it simplifies infrastructure complexities, allowing developers to write workflows in vanilla Python (with Starlark and JavaScript support planned). It provides scalable, serverless execution for DevOps, MLOps, SOAR, and more, with built-in integrations (e.g., Slack, GitHub, ChatGPT), API-first design, and tools for monitoring and debugging. Self-hosting and cloud options are available.
#AutoKitteh #WorkflowAutomation #Python #OpenSource #DevOps #MLOps #Serverless #Temporal #IntegrationPlatform #AutomationTools
TagSpaces is an open-source, offline document manager for organizing and tagging local files on Windows, Linux, and macOS. It features a powerful tagging system, fuzzy search, note-taking in Markdown or HTML, to-do list management, and a built-in media player. A Web Clipper browser extension allows saving online content locally. Fully privacy-focused with no cloud dependency, it supports custom extensions, over 20 languages, and community contributions, though it’s not optimized for directories exceeding 100,000 files.
#TagSpaces #DocumentManager #FileOrganization #Tagging #Offline #OpenSource #NoteTaking #WebClipper #CrossPlatform #Privacy
Locas is an open-source, location-based context assistant built with a React/Next.js frontend and Flask backend. It processes natural language queries to extract location data (e.g., Google Maps URLs, addresses, coordinates) and provides insights on land purchase suitability and business viability. Features include session context for conversation continuity, Google Authentication, and a Dockerized setup for easy deployment. It integrates OpenAI and Google Maps APIs for enhanced functionality, offering a modern chat interface.
#Locas #LocationAssistant #AI #React #NextJS #Flask #OpenSource #GoogleMaps #NaturalLanguageProcessing #Docker
The article explores the Moon’s celestial mechanics, detailing its orbit around Earth, gravitational interactions, and visual phenomena like phases and eclipses. It covers orbital motion, tidal forces, lunar surface features (craters, maria, regolith), and brightness effects (opposition surge, coherent backscattering). Interactive simulations illustrate concepts like barycenter, elliptical orbits, librations, and tidal deformations. The Moon’s influence on Earth’s tides and its geological history, including the giant impact hypothesis, are also discussed, emphasizing its subtle yet profound presence.
#Moon #CelestialMechanics #OrbitalMotion #Tides #Eclipses #LunarSurface #Gravity #Astronomy #InteractiveSimulations #SpaceScience
CSS Zen Garden is an open-source platform showcasing the power of CSS by allowing designers to create unique styles for a fixed HTML document. It encourages participation by inviting users to submit original CSS designs, demonstrating creative control over web styling. Emphasizing functional CSS 1 & 2 with limited, well-supported CSS 3 & 4, it promotes browser compatibility and validated code. The project inspires, educates, and highlights practical, visually striking web design techniques under a Creative Commons license.
#CSSZenGarden #WebDesign #CSS #OpenSource #CreativeCoding #FrontendDevelopment #DesignInspiration #StyleSheets #BrowserCompatibility #UIUX
The XOSH.ORG text-to-diagram page provides a comprehensive, manually curated list of online and CLI-based tools for generating diagrams from text. Highlighted tools include SequenceDiagram.org for editable sequence diagrams and Flowchart.fun for simple, fast flowcharts. Online tools, requiring no installation, cover various diagram types like flow, sequence, UML, and ASCII art, with examples like Pikchr, D2, and Mermaid. CLI tools, such as Ditaa and Graph-Easy, require downloading and process text inputs for diagram creation. The list is organized by recency and similarity, aiding users in selecting tools for specific diagramming needs.
#TextToDiagram #DiagrammingTools #SequenceDiagrams #Flowcharts #ASCIIDiagrams #UML #WebBasedTools #CLITools #DiagramGeneration #TechDocumentation