Applied Large Language Model Concepts.md

created	modified	tags	type	status
2024-06-26T20:43	2024-10-01 20:54	llm large-language-model applied nlp agent practical gpt llama llama-cpp	map-of-content	ongoing

Concept	Explanation	Reference(s)	See also
Function-calling
Self-evaluation
LLMs as Agents
Tokenisation

• LLM Chain of Thought
• LLM Tool Use
• LLM Self Evaluation
• LLM Self-Ask
• LLM Prompt Chaining
• LLMs as Agents
• LLM Reflexion & Iterative Self-Improvement
• LLM Tool Use
• LLM Function-Calling
• Retrieval-Augmented Generation (RAG)

Related

• [[LLM ReAct Prompting]]
• [[One-Shot and Few-Shot Learning]]
• [[Searching for Best Practices in Retrieval-Augmented Generation (paper)]]
• [[LLM Agents]]
• [[Retrieval-Augmented Generation (RAG)]]
• [[Advanced RAG Techniques]]

References

• https://www.promptingguide.ai