Priority key
Practice this questionWANT TO UNDERSTAND THE CONCEPT FIRST?Learn Priority key
| Priority | Topics |
|---|---|
| 🔴 MUST KNOW | LLM APIs, prompting, structured outputs, tool calling, embeddings, vector search, RAG, LangChain, LangGraph, agents, MCP, Python basics, FastAPI, MERN integration, security, guardrails, evaluation, observability |
| 🟠 SHOULD KNOW | Microsoft Agent Framework, OpenAI Agents SDK, multi-agent systems, orchestration, Temporal, Redis/BullMQ, memory, hybrid search, reranking, agentic RAG, gateways, routing, cost optimization |
| 🟡 GOOD TO KNOW | Multimodal applications, voice agents, local LLMs, Ollama, Hugging Face |
| 🟢 ADVANCED | Fine-tuning, LoRA, QLoRA, vLLM, GPU optimization |
Adapted from 13_AI.MD · “Priority key”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.