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ภาพแสดงหัวข้อ 'Embedding 101' และปัจจัยการเลือกใช้โมเดล RAG โดยเน้นที่ 'Dimensionality' อธิบายว่ามิติสูงเก็บรายละเอียดได้มากแต่ใช้พื้นที่และค้นหาช้าลง พร้อมกล่าวถึงเทคนิค Matryoshka Embeddings
ภาพแสดงหัวข้อ 'Embedding 101' และปัจจัยการเลือกใช้โมเดล RAG โดยเน้นที่ 'Context Window' อธิบายความยาวของข้อความที่โมเดลรองรับได้ และความสำคัญในการเลือกสำหรับเอกสารยาวๆ
ภาพแสดงหัวข้อ 'Embedding 101' และปัจจัยการเลือกใช้โมเดล RAG โดยเน้นที่ 'Performance vs Cost' เปรียบเทียบโมเดล Proprietary (API) ที่ง่าย/เสถียร กับ Open Source ที่ประหยัด/ปรับแต่งได้
ภาพแสดงหัวข้อ 'Embedding 101' และมาตราฐานการวัดผล 'MTEB Leaderboard' อธิบายว่า AI Engineer ใช้อ้างอิงเพื่อดูความสามารถของโมเดลด้าน Retrieval, Clustering หรือ Classification
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How to choose Embedding Model to be exactly bang. Precise as a paste handle! 🔢

I want AI to search as well as clairvoyant. I have to start with model selection! 💅

AI Engineer, what are they watching?

• See MTEB Leaderboard which one is good at Retrieval or Clustering.

• Check Context Window if you can receive our information.

• Weighing on Cost because good and free things are available on HuggingFace!

Who wants to make a professional AI system to understand these 3 factors? 🚀

# Pythonprogramming # ai # data # learnonlemon8 # Lemon 8 Howtoo

1/21 Edited to

... Read moreถ้ากำลังชั่งใจ “Deezer vs Lemon8” ต้องบอกก่อนว่ามันเป็นคนละประเภทของแพลตฟอร์มเลย แต่คำถามนี้เจอบ่อยมาก เพราะหลายคนอยาก “ฟังเพลง” ไปพร้อมกับ “ทำคอนเทนต์/หาแรงบันดาลใจ” เลยอยากเทียบให้ชัดๆ แบบภาษาคนใช้จริงค่ะ 1) Deezer คืออะไร เหมาะกับใคร Deezer เป็นแอปสตรีมมิ่งเพลง เน้นฟังเพลงแบบจริงจัง มีเพลย์ลิสต์, อัลกอริทึมแนะนำเพลง, และโหมดการฟังที่คล้ายๆ คู่แข่งในตลาด จุดที่คนชอบคือการค้นหาเพลง/ศิลปินทำได้ตรงไปตรงมา และเหมาะมากถ้าคุณอยาก “จัดการคลังเพลง” ของตัวเอง เช่น สร้างเพลย์ลิสต์ตามอารมณ์ ทำงาน/อ่านหนังสือ/ออกกำลังกาย แล้วเปิดยาวๆ 2) Lemon8 คืออะไร เหมาะกับใคร Lemon8 เป็นแพลตฟอร์มคอนเทนต์แนวไลฟ์สไตล์/ฮาวทู/รีวิว คล้ายการรวมข้อดีของบล็อก + โซเชียลไว้ด้วยกัน จุดแข็งคือการทำโพสต์ให้อ่านง่าย มีเทมเพลตภาพ และเหมาะกับคนที่อยากแชร์ประสบการณ์ เช่น สกินแคร์ แต่งตัว ร้านอาหาร ทริป หรือแม้แต่คอนเทนต์สายเรียน/เทค (เช่น AI, data, python) แบบที่เล่าเป็นขั้นตอน สรุปสั้นๆ: Deezer = ฟังเพลงเป็นหลัก, Lemon8 = สร้าง/เสพคอนเทนต์เป็นหลัก 3) เทียบฟีเจอร์แบบเร็ว (เลือกจาก “เป้าหมาย”) - ถ้าเป้าหมายคือ “ฟังเพลงคุณภาพและต่อเนื่อง”: เลือก Deezer - ถ้าเป้าหมายคือ “ทำคอนเทนต์ให้คนค้นเจอ อ่านแล้วทำตามได้”: เลือก Lemon8 - ถ้าอยากได้ทั้งสอง: ใช้ Deezer เป็นแบ็กกราวด์ตอนทำคอนเทนต์บน Lemon8 จะเวิร์กสุด (ฉันทำประจำ) 4) เรื่องค่าใช้จ่ายและความคุ้ม - Deezer มักจะมีทั้งแบบฟรีและพรีเมียม (ขึ้นกับพื้นที่/โปรโมชัน) ถ้าคุณฟังเพลงทุกวัน พรีเมียมจะคุ้มกว่าเพราะประสบการณ์ลื่นและไม่สะดุด - Lemon8 โดยทั่วไปใช้งานได้ฟรี เน้นลงทุนด้วย “เวลา” และ “คุณภาพโพสต์” มากกว่าเงิน ถ้าคุณอยากโตในสายคอนเทนต์ ให้โฟกัสที่หัวข้อชัด, ภาพอ่านง่าย, และสรุปเป็นข้อๆ 5) ทริคเลือกให้ไม่เสียเวลา ลองถามตัวเอง 3 ข้อ: - วันนี้เราต้องการ “บริโภค” (ฟังเพลง) หรือ “สร้าง” (โพสต์คอนเทนต์)? - เรามีเวลาทำอะไรต่อเนื่อง 30 นาทีไหม? ถ้ามีและอยากโฟกัสงาน → เปิด Deezer แล้วทำงานไป - เรามีเรื่องอยากแชร์แบบเป็นขั้นตอนไหม? ถ้ามี → โพสต์ Lemon8 จะได้ประโยชน์ระยะยาว เพราะคนค้นหาเจอได้เรื่อยๆ ถ้าคุณบอกได้ว่าใช้โทรศัพท์เป็นหลักเพื่อฟังเพลง หรือเพื่อทำคอนเทนต์/รีวิว ฉันจะช่วยฟันธงให้ละเอียดขึ้นได้เลยว่าควรเริ่มจาก Deezer หรือ Lemon8 ก่อนค่ะ

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First off, I love Notion and use it every day. However, I often see Notion referred to as a great ""note taking"" app. From my experience though, Notion isn't great for the actual note taking part (to me it's probably what Notion does the worst), but it is incredible for not
Kris❤️

Kris❤️

58 likes

A page titled 'Long-Term Conditioning: Becoming the Default State' discusses emotional control, managing triggers, and developing emotional stillness for high performance. It emphasizes controlling responses and conditioning the nervous system. The page includes 'lemon8' and '@marcjulieneofficial' at the bottom.
Becoming the Default State in long terms
#rituals #wordsofwisdom #highperformance #personalgrowth
Marc Julien

Marc Julien

4 likes

An image listing five free AI courses for beginners in 2024: Google's Introduction to Generative AI, Microsoft's Artificial Intelligence for Beginners, Harvard's Introduction to AI with Python, Coursera's Prompt Engineering for ChatGPT, and Coursera's AI for Everyone.
Details for Google's 'Introduction to Generative AI' course, showing the Google logo, course description, a link, and a visual breakdown of the learning path with three introductory modules on Generative AI, LLMs, and Responsible AI.
Details for Microsoft's 'Artificial Intelligence for Beginners' course, featuring the Microsoft logo, course description, a link, and a mind-map-like diagram illustrating various AI concepts like neural networks, deep learning, and knowledge representation.
🫶The hottest free AI courses for beginners🥰
📌 Tips: Skip the trial and access Coursera for free by following these steps: 1. Click "Enroll for Free" 2. Then click “Audit the course” 🔍 Discover the Best AI Learning Paths: 1. Google: Introduction to Generative AI Learning Path Google offers a 5-course program starting from scr
Valder

Valder

67 likes

An iPad screen displays the Notability welcome page, highlighting features like secure cloud backup, cross-device access, smart study tools, and live transcripts. It also shows sign-in options via Google, Apple, Microsoft, or email.
The Notability app interface on an iPad shows the 'All Notes' section with 'Getting Started' and 'Tools Guide' notes. The sidebar lists 'Notes' and 'Subjects,' while promotional banners for 'Pro features' and 'Gift Notability' are visible.
An iPad screen shows a blank Notability note with a toolbar at the top. The phrase 'SO FAR SO GOOD' is handwritten in black ink on the digital paper, demonstrating the app's writing functionality.
What does Notability do that others don’t?
There’s something about a good notes app that makes your brain feel calmer. Clean pages. Smooth ink. Everything exactly where it should be. So today I’m doing a VERY detailed, honest review of Notability — the good, the powerful, and the “oh wait… that’s actually useful.” 🤍 This is for student
SincerelyTee

SincerelyTee

14 likes

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Big Mama🥀

Big Mama🥀

24 likes

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