Agentic Workflow1d ago

We just dropped a new #tutorial ๐Ÿ™‚
https://youtu.be/VKqWNHagZks

This time weโ€™re looking at how to extract all the text from a #webpage (or just a specific section).

Itโ€™s a simple node, but itโ€™s actually the starting point for a lot of #workflows (like AI #summarization .

Still early days for the project, so feedback really helps ๐Ÿ™

https://awflow.io

How to Get All Text From a Webpage (No Code)

YouTube
sayzardMar 27

Emily (@IamEmily2050)

NotebookLM์œผ๋กœ 1์‹œ๊ฐ„์งœ๋ฆฌ ํŒŸ์บ์ŠคํŠธ๋ฅผ ์˜์ƒ ๊ฐœ์š”๋กœ ๋ณ€ํ™˜ํ•ด ํ•™์Šต์— ํ™œ์šฉํ•˜๋Š” ์‚ฌ๋ก€๋ฅผ ์†Œ๊ฐœํ•œ๋‹ค. ํ•˜๋ฒ„๋“œ ๊ต์ˆ˜ David Sinclair๊ฐ€ โ€˜๋…ธํ™”์˜ ์ •๋ณด์ด๋ก โ€™๊ณผ ๋…ธํ™” ์—ฐ๊ตฌ์˜ ํ˜์‹ ์  ๊ด€์ ์„ ๋…ผ์˜ํ•˜๋Š” ๋‚ด์šฉ์œผ๋กœ, AI ๊ธฐ๋ฐ˜ ์ง€์‹ ์†Œ๋น„ยท์š”์•ฝ ๋„๊ตฌ์˜ ์œ ์šฉ์„ฑ์„ ๋ณด์—ฌ์ค€๋‹ค.

https://x.com/IamEmily2050/status/2037631935392915457

#notebooklm #ai #podcast #summarization #knowledge

Emily (@IamEmily2050) on X

Another one hour podcast into a video overview with NotebookLM, the best way to learn more information, and the only way to keep up with all the progress happening every day. Harvard professor Dr David Sinclair discusses the revolutionary "information theory of aging," which

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sayzardMar 24

Python Trending (@pythontrending)

Reddit, X, YouTube, HN, Polymarket, ์›น ์ „๋ฐ˜์„ ์กฐ์‚ฌํ•œ ๋’ค ๊ทผ๊ฑฐ ์žˆ๋Š” ์š”์•ฝ์„ ์ƒ์„ฑํ•˜๋Š” AI ์—์ด์ „ํŠธ ์Šคํ‚ฌ์ด ์†Œ๊ฐœ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๋‹ค์–‘ํ•œ ์†Œ์Šค๋ฅผ ํ†ตํ•ฉํ•ด ๋ฆฌ์„œ์น˜์™€ ์š”์•ฝ์„ ์ž๋™ํ™”ํ•˜๋Š” ์‹ค์šฉ์  AI ๋„๊ตฌ ์‚ฌ๋ก€์ž…๋‹ˆ๋‹ค.

https://x.com/pythontrending/status/2036398148029980858

#aiagent #research #summarization #automation

Python Trending ๐Ÿ‡บ๐Ÿ‡ฆ (@pythontrending) on X

last30days-skill - AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary https://t.co/nQ83I3JpPU

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sayzardMar 18

Cursor (@cursor_ai)

Composer๋ผ๋Š” ๋ชจ๋ธ์„ ํ”„๋กฌํ”„ํŠธ ๊ธฐ๋ฐ˜์ด ์•„๋‹ˆ๋ผ ๊ฐ•ํ™”ํ•™์Šต(RL)์œผ๋กœ ์Šค์Šค๋กœ ์š”์•ฝ(self-summarize)ํ•˜๋„๋ก ํ•™์Šต์‹œ์ผฐ๋‹ค๊ณ  ๋ฐœํ‘œํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด ์ ‘๊ทผ์€ ์••์ถ•(compaction)์œผ๋กœ ์ธํ•œ ์˜ค๋ฅ˜๋ฅผ 50% ์ค„์˜€๊ณ , ์ˆ˜๋ฐฑ ๋‹จ๊ณ„๊ฐ€ ํ•„์š”ํ•œ ๊ณ ๋‚œ๋„ ์ฝ”๋”ฉ ์ž‘์—…์—์„œ๋„ Composer๊ฐ€ ์„ฑ๊ณตํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ–ˆ๋‹ค๋Š” ๊ธฐ์ˆ ์  ๊ฒฐ๊ณผ๋ฅผ ๋ณด๊ณ ํ–ˆ์Šต๋‹ˆ๋‹ค.

https://x.com/cursor_ai/status/2033967614309835069

#composer #reinforcementlearning #summarization #code

Cursor (@cursor_ai) on X

We trained Composer to self-summarize through RL instead of a prompt. This reduces the error from compaction by 50% and allows Composer to succeed on challenging coding tasks requiring hundreds of actions.

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sayzardMar 17

TestingCatalog News (@testingcatalog)

HypeScribe๊ฐ€ ์ƒˆ๋กœ์šด AI ์ „์‚ฌ(ํŠธ๋žœ์Šคํฌ๋ฆฝ์…˜) ํ”Œ๋žซํผ์„ ์ถœ์‹œํ–ˆ์Šต๋‹ˆ๋‹ค. ์˜ค๋””์˜คยท๋น„๋””์˜คยท์†Œ์…œ ๋ฏธ๋””์–ด ๋งํฌ๋ฅผ ๋ถ™์—ฌ๋„ฃ๊ฑฐ๋‚˜ MP3๋ฅผ ์˜ฌ๋ฆฌ๋ฉด 30์ดˆ ์ด๋‚ด์— ์ „์ฒด ๋Œ€๋ณธ, ์š”์•ฝ, ์•ก์…˜ ์•„์ดํ…œ์„ ์ƒ์„ฑํ•˜๊ณ  ๋‚ด์žฅ AI ์ฑ„ํŒ…์œผ๋กœ ๊ตฌ์กฐํ™”๋œ ํ…์ŠคํŠธ๋ฅผ ์งˆ์˜ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

https://x.com/testingcatalog/status/2033567049293680795

#transcription #speechtotext #summarization #hypescribe

TestingCatalog News ๐Ÿ—ž (@testingcatalog) on X

HypeScribe launched a new AI transcription platform that turns any audio, video, or social media link into a full transcript, summary, and action items in under 30 seconds. Users can paste a YouTube link or drop an MP3 to get structured, queryable text with a built-in AI chat on

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sayzardFeb 24

Moritz Kremb (@moritzkremb)

์˜คํ”ˆ์†Œ์Šค AI ํˆด์ธ OpenClaw์— ๋‚ด์žฅ๋œ ์š”์•ฝ(summarize) ๊ธฐ๋Šฅ์ด ๋งค์šฐ ๋›ฐ์–ด๋‚˜๋‹ค๋Š” ์‚ฌ์šฉ์ž ๋ฐ˜์‘์ด ๊ณต์œ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ด ๊ธฐ๋Šฅ์€ ํ…์ŠคํŠธ ์š”์•ฝ ์ž‘์—…์„ ์ž๋™ํ™”ํ•˜์—ฌ ์ƒ์‚ฐ์„ฑ์„ ๋†’์ด๋Š” ๋ฐ ๋„์›€์„ ์ฃผ๊ณ  ์žˆ์œผ๋ฉฐ, OpenClaw์˜ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ๊ธฐ์ˆ  ๋ฐœ์ „์„ ๋ณด์—ฌ์ฃผ๋Š” ์‚ฌ๋ก€๋กœ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

https://x.com/moritzkremb/status/2026053176516813113

#openclaw #summarization #nlp #ai #tool

Moritz Kremb (@moritzkremb) on X

The built-in summarize skill in openclaw is so good I can't stop using it

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Show threadKnowledge ZoneFeb 24

#Text #Summarization is the process of distilling a large document into a concise version while preserving its core meaning and factual integrity.

By utilizing Natural Language Processing (NLP), it helps users quickly digest vast amounts of data, such as news articles, legal papers, or research reports.

https://knowledgezone.co.in/trends/browser?topic=Text-Summarization

sayzardFeb 20

AISatoshi (@AiXsatoshi)

'TokyoTech-LLM' ํ”„๋กœ์ ํŠธ์˜ 'Qwen3-Swallow-8B-RL-v0.2-AWQ-INT4' ๋ชจ๋ธ์„ ์ด์šฉํ•ด ์•ฝ 4๋งŒ ํ† ํฐ ๊ทœ๋ชจ์˜ ํ…์ŠคํŠธ(โ€˜Aliceโ€™ ์ „๋ฌธ)๋ฅผ ๊ณ ๋„ ์š”์•ฝํ•œ ์‚ฌ๋ก€๊ฐ€ ๊ณต์œ ๋˜์—ˆ๋‹ค. ๊ฒฝ๋Ÿ‰ํ™”๋œ INT4 ๋ฒ„์ „ ๋ชจ๋ธ์ด ๋Œ€๊ทœ๋ชจ ์ž…๋ ฅ ์ฒ˜๋ฆฌ์— ์ถฉ๋ถ„ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์ธ๋‹ค๋Š” ์ ์—์„œ ํฅ๋ฏธ๋กœ์šด AI ํ™œ์šฉ ์‚ฌ๋ก€๋‹ค.

https://x.com/AiXsatoshi/status/2024756481921601550

#llm #qwen3 #summarization #aiusecase #tokyotech

AIโœ–๏ธSatoshiโฉ๏ธ (@AiXsatoshi) on X

tokyotech-llm/Qwen3-Swallow-8B-RL-v0.2-AWQ-INT4 ใ‚ขใƒชใ‚นๅ…จๆ–‡็ด„4ไธ‡tokenใฎ่ถ…่ฆ็ด„

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sayzardFeb 4

cocktail peanut (@cocktailpeanut)

Scobleizer์˜ AI Community ๋ฆฌ์ŠคํŠธ๋ฅผ ํ™œ์šฉํ•ด 'for you' ํƒญ์„ AI ์ธ๋ฌผ๋กœ ์ฑ„์šฐ๋Š” ์‹œ๋„๋ฅผ ํ•ด๋ดค๊ณ , ํŠธ์œ— ์š”์•ฝ ๊ธฐ๋Šฅ์ด ๋งค์šฐ ์œ ์šฉํ•˜๋‹ค๊ณ  ํ‰๊ฐ€ํ•จ. ํ•ด๋‹น ์š”์•ฝ์€ ๋กœ์ปฌ์—์„œ LMStudio๋‚˜ Ollama๋กœ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๊ณ , ํด๋ผ์šฐ๋“œํ˜• ์„œ๋น„์Šค๋กœ ChatGPT๋‚˜ Claude๋กœ๋„ ๊ฐ€๋Šฅํ•˜๋‹ค๋Š” ์ ์„ ์–ธ๊ธ‰ํ•จ(๋กœ์ปฌ ์š”์•ฝยท๋„๊ตฌ ๋น„๊ต ์‚ฌ์šฉ ์‚ฌ๋ก€).

https://x.com/cocktailpeanut/status/2019126905543545107

#lmstudio #ollama #chatgpt #claude #summarization

cocktail peanut (@cocktailpeanut) on X

OK just tried this out @Scobleizer's AI Community list, which I follow (great to ensure my "for you" tab is populated with AI people instead of porn). But being able to see a summary is really cool! Can do this locally using LMStudio or Ollama, or using ChatGPT or Claude.

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sayzardFeb 2

Mark Krynsky (@krynsky)

์ด๋ฒˆ ์ฃผ๋ง์— X List Report Summarizer ๋„๊ตฌ๋ฅผ ์ œ์ž‘ํ–ˆ๋‹ค๊ณ  ์•Œ๋ฆผ. @Scobleizer์˜ ๊ณต์œ ์—์„œ ์˜๊ฐ์„ ๋ฐ›์•„ @cocktailpeanut์˜ Pinokio ์šฉ์œผ๋กœ ๋งŒ๋“ค์—ˆ์œผ๋ฉฐ, ์Šคํฌ๋ฆฝํŠธ๋Š” ์ตœ์ข… ์ •๋ฆฌ ํ›„ GitHub์— ๊ณต๊ฐœํ•  ์˜ˆ์ •์ด๋ผ๋ฉฐ ์‹œ์—ฐ ๋น„๋””์˜ค๋ฅผ ๊ณต์œ ํ•จ.

https://x.com/krynsky/status/2018165739614765551

#summarization #pinokio #github #x #tool

Mark Krynsky (@krynsky) on X

So I built an X List Report Summarizer this weekend. I was inspired to finally create this after something @Scobleizer shared (see comments). I built this for @cocktailpeanut's https://t.co/oH5QGwENaj and will push the script to Github after I finalize it but here's a video

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