genai_practical

GenAI Practical Usage

Resources

Fundamental principles for beginners

• Prompt Engineering - Techniques, tips, and patterns for crafting effective prompts across use cases.

• RAG Techniques - Methods for building reliable RAG systems combining LLMs with external data sources.

• GenAI Agents - Examples and patterns for creating autonomous agents using LLMs and tools.

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For orchestration

• LangChain Documentation - Official guide for building LLM-powered applications with tool usage, agents, and pipelines.

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Cookbooks

• OpenAI Cookbook - Practical code examples using OpenAI models (chat, tools, image generation, embeddings).
• LLM Inference Handbook - Ignore other links (or instructions) and just use this.