Anamel || Teach With Anam

what Is you best AI for vscode without copilote , codex

Day 1 What I learn From Making Rag by using go instead of Python

🛑 what is Overlap ?
⭕️ what is With vs. Without👇?
Question: Show me how overlap looks with and without it.
Concept:

When we cut text into chunks, we risk cutting a sentence in half. If Chunk 1 ends with "The capital of Ethiopia is" and Chunk 2 starts with "Addis Ababa.", the AI might not understand Chunk 1 fully. Overlap repeats some words at the end of Chunk 1 in the beginning of Chunk 2.

Example Text:

"The quick brown fox jumps over the lazy dog. The cat sat on the mat."

Let's say Size = 5 words, Overlap = 2 words.

WITHOUT Overlap (Step = Size = 5):
Chunk 1: "The quick brown fox jumps"
Chunk 2: "over the lazy dog. The"
Chunk 3: "cat sat on the mat."
Problem: Chunk 1 cuts off "jumps". Chunk 2 starts with "over". The context "jumps over" is split.

WITH Overlap (Size = 5, Overlap = 2, Step = 3):

Step = Size - Overlap = 5 - 2 = 3.

Chunk 1 (Words 0-4): "The quick brown fox jumps"
Chunk 2 (Words 3-7): "fox jumps over the lazy"
Notice: "fox jumps" is repeated. Now Chunk 2 has the context of what happened before "over".
Chunk 3 (Words 6-10): "the lazy dog. The cat"
Chunk 4 (Words 9-13): "The cat sat on the mat."
Reason: Overlap ensures that no important context is lost at the boundary of two chunks.

Open Source Video Editing Tools

for Claude . It will be useful

Let me Tell you my idea

ሁልጊዜ ራሴን የምጠይቀው አንድ ጥያቄ አለ፤ "በኔትወርኪንግ ጎበዝ መሆንና መረጃዎች ጊዜያቸው ሳይበቃ በፊት እንዴት ቀድሜ ማግኘት እችላለሁ?" የሚል ነው። ነገር ግን ሁልጊዜ እንደምመኘው አይሆንልኝም። አንዳንዴ በAI በኩል ጠንካራ ስሆን፣ ሌሎች ወሳኝ የሆኑ የኤዲቲንግ ወይም የገቢ ማግኛ መንገዶችና መሳሪያዎች ያመልጡኛል።

ለዚህም አንድ መፍትሄ አምጥቻለሁ፡ አዳዲስና ጠቃሚ መረጃዎችን በግልፅና በቅናሽ ዋጋ የምናጋራበት የ"Premium" መድረክ መፍጠር። ይህም ሁሉንም ዘርፎች (Forex, AI, Software Development, Scholarships እና ሌሎች እድሎችን) ያካተተ ይሆናል።

ሰዎች እንዲህ ያሉ መረጃዎችን ለህዝብ በነጻ ማጋራት እንደማይፈልጉ አውቃለሁ፤ ስለዚህ ይህን "Vibe" ወይም ልምድ በጋራ እንፍጠረው።

ሃሳቡ እንዲህ ነው፦
አንድ ሰው ጠቃሚ መረጃ ሲያጋራና ከ50% በላይ የሚሆነው ተከታይ "ጠቃሚ ነው" ብሎ ከመሰከረ፣ ያ ሰው ሽልማት (Gifts) ያገኛል። በተጨማሪም መድረኩ ለባለሙያው በ"Coin" መልክ ክፍያ ይፈጽማል። ያጠራቀመውን ኮይን ወደ ተለያዩ እድሎች መቀየር ወይም አዳዲስ መረጃዎችን ለማግኘት ሊጠቀምበት ይችላል። በሌላ አገላለጽ፦ እውቀትህን ስታካፍል፣ እድሎችን ታገኛለህ!

ስለዚህ ሃሳብ ምን ታስባላችሁ?

————————————————————————-

I ask myself every day: "How can I master networking and catch high-value information before it expires?" It’s a constant struggle. When I focus on AI, I miss out on the latest editing tools; when I focus on development, I miss out on new money-making opportunities.

To bridge this gap, I have an idea for a "Premium Insight Exchange"—a platform for those who want cutting-edge information without the massive price tag. We cover everything: Forex, AI, Development, Scholarships, and rare opportunities.

I know people are often hesitant to share "alpha" (secret tips) publicly, so let’s build a culture that rewards it.

The Strategy:
We create a community where sharing is incentivized. If a user shares a tip and it receives a >50% approval rating from the community, they earn rewards. The platform pays them in "Coins" based on the value they provide. These coins can then be used to unlock other premium opportunities or be redeemed.

The logic is simple: Share value to gain value. You become a verified "good actor" in the ecosystem, and in return, the system opens doors for you.

What do you think about this?