Generative AI with Node JS in Hindi #22 How do Embeddings Help?
Embedding
- How embedding help to find result
- Dimensions in embedding
- Generate embedding for string
const animals = [
"Lion",
"Tiger",
"Elephant",
"Giraffe",
"Zebra",
"Monkey",
"Panda",
"Kangaroo",
"Leopard",
"Bear"
];
“2D Embedding: Friendliness vs Size” visualizes different animals on two axes:
- X-axis: Represents Friendliness (from –1 to 1)
- Negative values (left side): Less friendly or aggressive animals
- Positive values (right side): More friendly animals
- Y-axis: Represents Size (from –1 to 1)
- Higher values (top): Larger animals
- Lower values (bottom): Smaller animals