# @thatcodergirlie on Instagram

- **Type:** Image
- **Original URL:** https://www.instagram.com/p/DcBlhbpmV4K
- **Gondola URL:** https://gondola.cc/posts/69083104-thatcodergirlie-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/64cb3bdc0f.jpg
- **Posted:** 2026-08-14T12:55:10.000+00:00
- **Account Owner:** Ayushi Sharma | Coding | Software Engineer (@thatcodergirlie) — https://gondola.cc/thatcodergirlie

## Caption

Comment “notes” & I’ll share the notes with you in your DM 🤝🏻

📌 Generative AI — Generates new content like text, code, images, audio & video.

📌 LLMs — Models that understand and generate human-like language.

📌 Embeddings — Numerical representations of meaning and relationships.

📌 Vector Databases — Store and search embeddings using similarity.

📌 RAG — Gives LLMs relevant external information as context.

📌 Attention — Helps models focus on the most relevant parts of the input.

📌 Context Window — The amount of information a model can process in one request.

📌 Tokenization — Breaking text into tokens that models can process.

📌 MCP — A standard for connecting AI models with tools and data.

📌 Fine-tuning — Adapts a pre-trained model to a specific domain or task.

Save this as your AI engineering cheat sheet. 💌

#generativeai #systemdesign #tech #coding #codinglife webdev 
[dsa, system design, Amazon S3, AI, AI engineering, tech, Machine learning, Generative AI, vector databases, LLM, RAG]

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## Tags

systemdesign, codinglife, tech, generativeai, coding

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