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AgentSwarms — Our Biggest Release Yet: 100+ Executable Framework Notebooks, Voice Agents, Website Embeds & More TL;DR — what's new: -103 executable, in-browser notebooks across 9 agent frameworks — no setup, run every cell live. -Voice agents you build with speech-to-text + text-to-speech and talk to right in the browser. -Website embeds — drop a standalone agent or a multi-agent task bot onto your own site with one iframe. -30 interactive field-engineering blogs + 25 interactive presentation decks -9 hands-on failure-mode labs + a 38-cell failure-modes notebook covering 12 real production failures -17 free, no-login interactive AI tools -Detailed swarm execution traces — tokens, cost, latency, every handoff -20 runnable industry templates AgentSwarms is a learn-by-building platform for Agentic AI: build, run, test, and ship AI agents and multi-agent swarms — and actually learn the frameworks by running real code, not reading about it. This is our largest update to date. Here's everything that's new. 1. Framework-specific notebooks with executable cells — learn every major agent framework by running it We shipped 103 notebooks with live, editable cells that execute right in your browser — zero installs, zero API keys to wrangle. There are dedicated, in-depth tracks for OpenAI Agents SDK, Google ADK, LlamaIndex, Mastra, LangChain, LangGraph.js, and AWS Strands SDK — plus Vercel AI SDK and VoltAgent. Each track walks the whole arc: fundamentals → typed tools → multi-agent handoffs → memory → guardrails → evaluation, with clear, beginner-friendly explanations next to code you can change and re-run. Start here: https://agentswarms.fyi/notebooks 2. Build voice agents with TTS + STT — give any agent a voice and talk to it You can now turn any agent into a voice agent using a speech-to-text → LLM → text-to-speech pipeline, pick from 11 studio voices, and talk to it live in the Voice Playground — tap the mic, speak, and hear it answer back. Fork a ready-made sample to get started in seconds. Because voice runs on the same engine as chat, your tools, RAG, memory, and guardrails all carry straight over. Try it: https://agentswarms.fyi/voice-playground 3. Build an AI backend and embed agents + multi-agent task bots on your website Ship what you build. Embeds turns any agent or swarm into a widget you paste into your own site with a single iframe — no backend to stand up. Choose an Agent embed (a streaming chat panel that answers with the agent's full brain) or a Swarm embed (a run-and-return task bot where a whole multi-agent workflow executes server-side and returns the result). Every embed gets domain-locked API keys, a per-embed daily request cap, and serves anonymous visitors with no login. Details: https://agentswarms.fyi/docs/embeds 4. New interactive field-engineering blogs and presentations Our library now includes 30 field-engineering blog posts, each with custom interactive visuals you can click through — covering AI agents in financial services, multi-agent simulation, deploying MCP servers to AWS/Azure/GCP, voice agents, security, retrieval, cost control, and framework deep-dives. Alongside them are 25 interactive presentation decks on everything from LLM internals to multi-agent orchestration and LLMOps. Read them: https://agentswarms.fyi/blog 5. A lot more failure-mode labs and notebooks Real agents fail in ways demos never show, so we built the practice ground for it: 9 hands-on failure-mode labs in the swarm canvas that inject a real fault — a coordination deadlock, a cascading error, a runaway loop, a prompt injection — and then grade your fix. They're backed by a 38-cell "Failure Modes Lab" notebook that reproduces 12 production failure modes (hallucinations, sycophancy, RAG poisoning, context rot, cost blow-ups, goal drift, and more) and ships the exact fix for each. Start at https://agentswarms.fyi/learn 6. Free interactive AI tools We added 17 free, no-login browser tools for everyday agent work: a RAG chunking visualizer, prompt-injection tester, semantic chunker, swarm-architecture visualizer, PII redactor, multi-agent token-cost calculator, LLM-as-a-judge builder, tool-schema generator, GraphRAG triplet extractor, synthetic RAG-eval dataset generator, and more. Open and use them instantly: https://agentswarms.fyi/tools 7. Detailed swarm execution traces Every multi-agent run is now fully traced and replayable. Step through each node's inputs and outputs, every tool call and handoff, and read per-run token usage, cost, and latency on a timeline — the raw material for debugging, evals, and cost dashboards. No more guessing why a swarm did what it did. 8. More runnable industry templates We expanded the template library to 20 one-click, runnable industry templates — support triage / knowledge-base agent, research RAG, sales outreach, code reviewer, CRM data cleanser, long-context analysis, and more. Each spins up a working agent or swarm you can run immediately and adapt. Browse them: https://agentswarms.fyi/templates -
smith tom🙏 13 karmaJun 9, 2026@Vidnix | AI Text to Video GeneratorSolid. Not perfect but it gets the job done and the updates have been pretty consistent -
Turn everyday items into enriching learning experiences.Open
tried this tool and while it wants you to sign up at some point, it does provide some good options whenever you run out of ideas, definitely recommend it -
Have AI-powered conversations with famous historical figures.Open
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As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.
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very accurate transcription. summaries are spot on. and can transcribe conversations in real-time. easy to use
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- SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Learning shouldn't be a chore. Gamify your learning with AISheets.study.Open -
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Open - Didn't find the AI you were looking for?
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Super interesting tool! I’ve been using FindTube to learn data analysis, and it solved a problem I always had with YouTube—I could easily collect too many tutorials, but I was always lost about where to start, and everything felt unstructured.
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SCORM-compliant, Interactive course builder, personalized learning, tools instructional designers, Teacher toolsOpenI’ve been using Mexty for a few weeks now and it honestly makes lesson creation so much easier. The interface is clean, and I can build interactive content in minutes without needing to code. It’s been super helpful for saving time and still getting professional results. -
Great way to improve you prompting skills through daily exercises. This should be implemented in schools, would really help students. Can also see it being really valuable for adults. Not just for prompting, but for articulation in general. Also made a video about it: https://www.youtube.com/watch?v=A8ZRJgLCFy8
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Sorry, there may be a web server issue, the bug will be fixed in a few days, you can expect the new version
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Doesn't work on a PDF I uploaded. Seems like it just wants to collect (l)users.
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the autocomplete suggestions actually matched my tone and flow. the referencing tool is a lifesaver too, no more flipping between tabs. super smooth inside Word. gonna keep using it for sure
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Great tool for experimenting with paint effects. It's like an AI-powered version of microsoft paint. Also made a video on it https://youtu.be/ZWOP1M7pgSE
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Clean UI, multiple video models in one place, and fair credit refunds when generations fail. Nice that you can try it for free before committing.
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It sure does Kristina, give it another go , try and refresh the page.
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this is very bad and very poor site its not good i visit this but it look like just a simple html css and js page just.....
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AI-powered PDF assistant for summarizing, translating, and creating content.Open -
Open👋 Karl, Co-founder here. We built IRL PLAYground because we believe a child’s first contact with AI should be ethical, creative, and human-centered. Not a tool that replaces their teachers and play environments, but one that works alongside them to unlock imagination and the potential of learning spaces. This first release focuses on the invisible work teachers carry: lesson planning, materials, classroom flow. Not flashy, but foundational. We didn’t build an MVP. We built the infrastructure of play. And this is just the start. It’s designed to be in classrooms now, and soon we’ll bring it into the home. If you’re a teacher or parent, we’d love your feedback, all ideas welcome. Share to those that need it, and let’s build this together. -
I was skeptical, but finally a useful AI essay grader
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Transform prompts into vibrant coloring pages.Open -
Improve reading fluency with AI-powered stories and practice.Open -
The workflow is straightforward, the output quality is clean, and it’s especially useful for marketing videos, product demos, and social media content. Overall, it’s a solid AI video generator that saves a lot of time. Highly recommended.
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As the founder of Genstory.app, I’ve always believed that every child deserves a story of their own. Genstory.app was built with one simple idea: anyone should be able to use AI to easily create high-quality, imaginative, and personalized stories that truly spark a child’s curiosity. We simplified the entire creative process into three steps—enter a theme, choose characters, and generate both the story and illustrations. In just a few minutes, you can have a complete mini storybook. Since launch, the feedback we hear most often is: “I no longer have to struggle to make up stories every night.” “My child loves seeing themselves as the main character.” This is exactly what we hoped to achieve: making storytelling easier, more fun, and more personal. Genstory.app is growing fast, and we’ll continue refining the experience to become a creative playground that anyone can enjoy.
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iPhone SE 2020 and iOS17.6.1 - totally not working
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Personalized 180-day homeschool curriculums for any state.Open -
I'm giving it two stars because it does do an ok job on videos but I would NOT recommend this. The "free trial" gives you 80 credits. It's not even enough to make a 60 second video so you can't really "trial" anything. I then spent $35 to make a 60 second video and I did two edits to it and I only have 451 credits left for the month. Until the costs come down, this is not feasible.
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Pretty good, I like the process. I did run into a couple questions that were worded weirdly or just had odd answer logic (it'll mark you wrong for the tiniest typo). Would be cool if it had a bit more wiggle room or a way to flag those. But still, definitely helpful.
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Ive tried a couple of these nocode website/landingpage makers and this is by far the best one. Doesn't just give you buttons, it goes through and walks you through in a logical manner and explains what is next and how to do it. You can also skip these steps if you dont need them. Very well thought out. Only gave it 4 stars though because I wish it would offer more tokens to use on your first creation. Everything else is top.
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Steer clear of this by any cost ! it gives you ONE video for free and then ask you for no less than FIFTY dollars a month for only FIVE videos ! they must be crazy with all the alternatives.
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Pretty good tool for writing assignments or essays even, easy to use, gives a structured way to use AI and the outputs are better than expected, looks human.
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All the Best AI Models in One Place. One Subscription. One Solution.OpenHi dear, Good tool, but there are some issues with your tool; the biggest one is the login issue. I was trying to log in, but it did not log in. Why? Can you help me ? I need your help . Kindly contact me :[email protected] -
Creating practical assignment questions and marking criteria rapidly with AI.Open -
It is a Best platform to prepare for Digital SAT Exam.
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Bro this is confusing. Can't you create video explaining how to use this. I create explainer videos for tools I'll create it if you like
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Such a nice tool. I uploaded a few integrals that had me completely stuck and it solved them INSTANTLY, with step by step super clear explanations. Great tool if you’re struggling with math
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The infographic maker lets you use it once for free without signing in. This infographic maker is simple and easy to use, even more so than Canva or Venngage. However, the available styles and templates are still limited. I hope they add more design options and customization in future updates. Overall, a good choice for quickly creating infographics.
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I love this tool, it is a game changer and saved me so much time!! 😁
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"WriteSongAI offers an incredibly smooth end-to-end experience for music creation. The AI vocals sound remarkably human-like across different genres, and the ability to export studio-grade WAV files directly from the browser is a huge plus. Whether you are a beginner or a pro needing a quick arrangement, this tool delivers quality results in seconds."
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I would say it's the best in this field but I haven't tried other AIs yet. That's only because this one didn't make me need to.
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It is useful to analyze your experimental data, generate protocols and mostly used for an Quick search on any biology related concept.
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Enhancing organizational security with precise, data-driven techniques.Open -
Complex Knowledge, Simple Solutions: Your CFA-level companion in finance and investment.Open -
Guide in esoteric and occult knowledge via chaos magick techniques.Open -
Your interactive guide to mastering C Programming pointers.Open -
Guiding genetic modifications with scientific precision.Open -
Bahrain Based Data Science, Machine Learning, and Artificial Intelligence Research Business & Community.Open -
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Constructive advisor in educational strategies, focusing on inverse reasoning and DDD.Open -
Professional mentor for business analysts, focusing on practical skills and industry adaptation.Open -
Sharing the art and hobby of puppetry enthusiastically.Open
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Expert information on emergency medical services and training.Open
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Guide for managing industrial waste and environmental impact.Open
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Practise English with AI speech analysis!Open -
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Expert on Marxism from Chinese sources, adept in multilingual dialogue.Open -
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Boosting higher education through digital transformation and AI.Open -
Engaging in nature appreciation and conservation discussions.Open
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Creating professional and humorous restroom etiquette content.Open -
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Practise English with ESL AI Speech Analyzer!Open -
Uncomplicated, accessible digital security advisor.Open -
Multilingual AI for Vitest unit testing management.Open -
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