윤수65國540市出張

GOLF, 14권저자(에세이3권, 석박사논문, 페이스북,소셜커머스,전자책3권, 포스퀘어, 부동산책 다수), 직장: 삼성전자, Xircom, SonicWALL지사장, 170개국 50,000명 인연, IT칼럼니스트 (취미; 스타트업IT투자엔젤, 수익형부동산, 토지투자, 재테크-세법재능기부)

[Bhanu singh yede @Bhanusinghyede]

🚀 𝟏𝟐𝟎 𝐌𝐢𝐧𝐝-𝐁𝐥𝐨𝐰𝐢𝐧𝐠 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 𝐘𝐨𝐮 𝐒𝐡𝐨𝐮𝐥𝐝 𝐊𝐧𝐨𝐰 𝐢𝐧 𝟐𝟎𝟐𝟔

Most people know 5–10 tools…
Top creators? They know the right 100+.

Here’s a curated list to upgrade your entire workflow 👇

𝟏. 𝐈𝐝𝐞𝐚𝐬
🔹YOU
🔹Claude
🔹ChatGPT
🔹Perplexity
🔹Bing Chat

𝟐. 𝐏𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧
🔹Prezi
🔹Pitch
🔹PopAi
🔹Slides AI
🔹Slidebean

𝟑. 𝐖𝐞𝐛𝐬𝐢𝐭𝐞
🔹Dora
🔹Wegic
🔹10Web
🔹Framer
🔹Durable

𝟒. 𝐖𝐫𝐢𝐭𝐢𝐧𝐠
🔹Rytr
🔹Jasper
🔹Copy AI
🔹Textblaze
🔹Writesonic

𝟓. 𝐀𝐈 𝐌𝐨𝐝𝐞𝐥𝐬
🔹RenderNet
🔹Glambase App
🔹Luma AI
🔹Sora (OpenAI)
🔹Leonardo AI

𝟔. 𝐌𝐞𝐞𝐭𝐢𝐧𝐠
🔹Tldv
🔹Krisp
🔹Otter
🔹Avoma
🔹Fireflies

𝟕. 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬
🔹Poe
🔹Claude
🔹Gemini
🔹ChatGPT
🔹HuggingChat

𝟖. 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧
🔹ClickUp
🔹Drift
🔹Outreach
🔹Emplifi
🔹Phrasee

𝟗. 𝐔𝐈/𝐔𝐗
🔹Uizard
🔹Visily
🔹Khroma
🔹Galileo AI
🔹VisualEyes

𝟏𝟎. 𝐈𝐦𝐚𝐠𝐞
🔹Stylar
🔹Freepik
🔹Phygital+
🔹StockIMG
🔹Bing Create

𝟏𝟏. 𝐕𝐢𝐝𝐞𝐨
🔹Pictory
🔹HeyGen
🔹Nullface
🔹Decohere
🔹Synthesia

𝟏𝟐. 𝐃𝐞𝐬𝐢𝐠𝐧
🔹Looka
🔹Clipdrop
🔹Autodraw
🔹Vance AI
🔹Designs AI

𝟏𝟑. 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠
🔹AdCopy
🔹Predis AI
🔹Howler AI
🔹Bardeen AI
🔹AdCreative

𝟏𝟒. 𝐓𝐰𝐢𝐭𝐭𝐞𝐫
🔹Typefully
🔹Postwise
🔹Metricool
🔹Tribescaler
🔹TweetHunter

⚡ Save this. You’ll need it.

Because in 2026:
AI isn’t optional. It’s your unfair advantage.

Follow me & DM @Bhanusinghyede For more

[Vaidehi @Ai_Vaidehi]

Steps to building AI systems with LLM's.

I've given a simple detailed explanation below.

𝗦𝘁𝗲𝗽 1 – 𝗟𝗟𝗠𝘀 (𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀)
• These are the 𝗯𝗿𝗮𝗶𝗻𝘀 of the system.
• Examples: GPT (OpenAI), Gemini, Claude etc.
• They generate answers, understand queries, and perform reasoning.

𝗦𝘁𝗲𝗽 2 – 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀
• Frameworks help you 𝗰𝗼𝗻𝗻𝗲𝗰𝘁 𝘁𝗵𝗲 𝗟𝗟𝗠 𝘄𝗶𝘁𝗵 𝗱𝗮𝘁𝗮, 𝘁𝗼𝗼𝗹𝘀, 𝗮𝗻𝗱 𝗮𝗽𝗽𝘀.
• Examples: LangChain, Llama Index, Haystack, Txtai.
• They act like a 𝘁𝗼𝗼𝗹𝗸𝗶𝘁 so you don’t have to build everything from scratch.

𝗦𝘁𝗲𝗽 3 – 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀
• LLMs can’t remember everything. They need a 𝗺𝗲𝗺𝗼𝗿𝘆 𝘀𝘆𝘀𝘁𝗲𝗺.
• Vector databases store “embeddings” (numerical representations of text).
• Examples: Pinecone, Weaviate, Chroma, Milvus, Qdrant.
• They make searching fast and relevant (like Google search but for your private data).

𝗦𝘁𝗲𝗽 4 – 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻
• Your AI needs real-world 𝗱𝗮𝘁𝗮 𝗶𝗻𝗽𝘂𝘁𝘀.
• Tools like Crawl4AI, FireCrawl, ScrapeGraphAI, Docling, LlamaParse help:
- Scrape websites
- Extract PDFs, docs, or tables
- Clean and structure messy data

𝗦𝘁𝗲𝗽 5 – 𝗢𝗽𝗲𝗻 𝗟𝗟𝗠𝘀 𝗔𝗰𝗰𝗲𝘀𝘀
• Instead of calling proprietary APIs, you can 𝗿𝘂𝗻 𝗟𝗟𝗠𝘀 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 or via open-source providers.
• Examples: Hugging Face, Ollama etc.

𝗦𝘁𝗲𝗽 6 – 𝗧𝗲𝘅𝘁 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀
• To store text in databases, you must first 𝗰𝗼𝗻𝘃𝗲𝗿𝘁 𝗶𝘁 𝗶𝗻𝘁𝗼 𝗻𝘂𝗺𝗯𝗲𝗿𝘀 (𝘃𝗲𝗰𝘁𝗼𝗿𝘀).
• Tools like OpenAI Embeddings, SBERT, Voyage AI etc handle this.
• Embeddings allow semantic search (finding meaning, not just keywords).

𝗦𝘁𝗲𝗽 7 – 𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗶𝗼𝗻
• Once built, you must 𝘁𝗲𝘀𝘁 𝗮𝗻𝗱 𝗶𝗺𝗽𝗿𝗼𝘃𝗲 your system.
• Tools: Giskard, Ragas, Trulens.
• They measure:
- Accuracy
- Hallucinations (wrong answers)
- Relevance of results

✅ 𝗙𝗶𝗻𝗮𝗹 𝗙𝗹𝗼𝘄 𝗶𝗻 𝗦𝗶𝗺𝗽𝗹𝗲 𝗪𝗼𝗿𝗱𝘀:
1. Choose a model (LLM).
2. Connect it with a framework.
3. Collect data and extract it properly.
4. Turn data into embeddings and store them in a vector DB.
5. Give the LLM access to search that DB.
6. Use open access tools if you want local/cheap models.
7. Continuously evaluate and refine.

You can apply this framework in your company to design and deploy powerful AI solutions for your business.

🔖 Save for later.
♻️ Repost to help other engineers learn and grow.

[SensaMarket @sensa_market]

The AI infrastructure boom is just getting started

Top AI-related stocks gaining attention:

🔹 $NVDA – AI chips
🔹 $MSFT – Cloud & Copilot
🔹 $PLTR – AI-powered analytics
🔹 $CRWD – AI cybersecurity
🔹 $SNOW – Enterprise AI data platform
🔹 $TSM – Advanced chip manufacturing
🔹 $ARM – AI architecture backbone
🔹 $HPE – AI infrastructure
🔹 $DELL – Enterprise AI deployment
🔹 $CRWV – AI cloud infrastructure
🔹 $IREN – AI-focused energy & compute

The AI race isn't about one winner—it's about the entire ecosystem

On SensaMarket, build and analyze 100+ options strategies with real-time Greeks analytics (GEX, DEX, VEX) and live institutional flow data—helping traders spot opportunities before the crowd - https://t.co/sdgZEW4q2I

[윤수65國540市出張 @hellosamyoo]

미국, 일본 환율이 너무 오르네요. 그만큼 원화가치는 떨어지는데... 예전에 "정부가 이런 식으로 관리하지말라고 했던 분이"... 지금은 조용하네요. 부동산 세금도 어느정부에서 선거 전에 올리겠다고 선전포고룰 하는지요?? 선거뿐 아미라, 부동산, 환율정책 등 손놓고 있네요.

[윤수65國540市出張 @hellosamyoo]

오세훈 서울시장 축하합니다. 주요 동별 오시장 투표율 꼭- 기억하세요. 압구정동 85%, 삼성동 74%, 서초2동 69%, 여의도 72%,,반포 2,3종 75%, 대포동 70%... 잠실본동 33%, 팡동 39%, 송파1동 30%, 옥수동 58%, 거여동 30%, 서빙고 70%...입니다...

[윤수65國540市出張 @hellosamyoo]

환율을 방어하는데... 대략 10억달러인, 1조 1,500억원을 낭비했음에도 불구하고.. 현재 환율은 1,540원이네요. 환율정책 완전히 실패했고 외환보유고가 낭비.. 이ㅈㅁ 아무말도 없다~ 모든 사태.. 현실적 문제들 모두 다 남탓만 한다~ ㅠ..ㅠ

[Value Investing Edge @StonkValue]

President Trump Portfolio signal's where the next biggest market theme is concentrated.

AI chips: $NVDA, $AMD, $AVGO
Software: $MSFT, $ORCL, $PLTR
Consumer tech: $AAPL, $GOOGL, $AMZN
Automation: $TSLA
Defense: $BA
Memory/semis: $MU, $INTC, $QCOM

Don't make it overcomplicated.

Next big winner's will be from:

Defense - $OSS, $ONDS
Space - $FLY, $RKLB, $SATL, $ASTS
AI Infrastructures - $IREN , $CIFR, $WYFI, $NBIS, $ALAB
Memory/Storage - $MRAM, $SNDK, $STX, $SIMO
Energy - $BE, $HYLN, $TE, $EOSE, $AMPX
Photonics - $AAOI, $AXTI, $LWLG, $AEHR
Semiconductor - $AMBQ , $WOLF, $MRVL, $PENG, $MU
Quantum - $IONQ, $INFQ, $RGTI, $QBTS
Software - $DOCN

Trade smarter and Invest Better - https://t.co/u7biod3idT

[Cishamakeya 🙏 @de_cishamakeya]

Goat take revenge to the king of forest 😱

[Gabriele Corno @Gabriele_Corno]

Double miracle! Zebra twins born

[aceetf_official @aceetf_official]

반도체 시대의 중심, 레버리지를 더하다!
5/27 신규상장
ACE 삼성전자단일종목레버리지 (종목코드 0194M0)
ACE SK하이닉스단일종목레버리지 (종목코드 0194T0)

[Serpil Durmaz @Serpildurmaz09]

Hayvanın merhametlisi de bir başka oluyor. 😊

[popular pupes @PopularPup5247]

In the wild, there are no winners — only survivors.Wildlife education

[Morningstar, Inc. @MorningstarInc]

Over 150 ETFs from the three main asset-allocation categories all earn our top rating. https://t.co/lNpwdZibGu

[Morningstar, Inc. @MorningstarInc]

With huge demand expected at the IPO, SpaceX is hoping to smooth out the stock’s future. https://t.co/w9vgKPndK9

[God’s Son @godson11_]

She is fearless and she made it🫣

[Pakistani Aura @Pakistani__aura]

🤣😂

[Animateur @k__fourteen]

OMG 😳😳 WAIT FOR THE GIANT SHEEPDOG 😱😱😱

[༺ दिव्या ༻ @Divya_0405]

जानवर सिर्फ बोल नहीं सकते…
लेकिन दर्द, प्यार और अपनापन वो भी महसूस करते हैं। 🐾❤️
मुसीबत में उनके लिए जो इंसान रक्षक बनकर खड़ा होता है,
वही सच्ची इंसानियत दिखाता है। 🙏
#AnimalLovers #Humanity

[Rizvana @Rizvana_Raza]

Trump Rides a Bull for the First Time… The Ending Is Hilarious 🤣

#trump #IranWar‌

[Global Index @TheGlobal_Index]

Map of trillions of dollars at one place.

- Silicon Valley