LLMs, Prompting & AI Applications – CS Education Directory

About LLMs, Prompting & AI Applications

Build with LLMs: prompting, RAG, agents, and productionization.

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LLMs, Prompting & AI Applications

DeepLearning.AI: ChatGPT Prompt Engineering — Short courses incl. prompting
LangChain: Get Started — Build LLM apps with LangChain
Vector Databases 101 (Pinecone) — Embeddings, RAG patterns
OpenAI Cookbook — Practical recipes & patterns
Haystack Tutorials (deepset) — RAG pipelines in Python
Anthropic: Prompt Engineering Guide — Prompt patterns and tips
Guardrails AI (RAG Safety) — Validation & safety for LLMs
Arize Phoenix (Open Source) Docs — LLM evals & observability
Weights & Biases: MLOps Courses (Free) — Experiment tracking, LLM evals
Instructor (Structured Outputs) — LLM JSON schemas & tooling