·AWS Bedrock
Module 10 Lesson 2: Agent Instructions
Defining the Mission. How to write effective 'Agent Instructions' that guide an autonomous AI through complex workflows.
prompts
12 articles
·AWS Bedrock
Module 4 Lesson 1: System Prompts in Bedrock
Defining the Persona. How to use the 'System' role in Bedrock to control AI behavior and safety.
·AWS Bedrock
Module 4 Wrap-up: Engineering the Instruction
Hands-on: Robust prompt engineering to reduce hallucinations and maximize cost-efficiency.
·LangChain
Module 3 Lesson 1: Prompt Fundamentals
The Art of Instruction. Learning the basic principles of prompt engineering: Context, Task, and Format.
·LangChain
Module 3 Lesson 2: PromptTemplate (String Abstraction)
From Static to Dynamic. Using PromptTemplate to create reusable instructions with variables.
·LangChain
Module 3 Lesson 3: ChatPromptTemplate (Messaging Abstraction)
The Agent's Blueprint. How to create templates for multi-role conversations (System, Human, AI).
·LangChain
Module 3 Lesson 4: Few-Shot Prompting
Leading by Example. How to provide the model with sample Q&A pairs to enforce style and accuracy.
·LangChain
Module 3 Lesson 5: Prompt Versioning and the Hub
Prompts as Code. How to version-control your instructions and use the LangChain Hub to share and pull best-in-class prompts.
·LangChain
Module 3 Wrap-up: Your Reusable Library
Hands-on: Build a reusable prompt library and implement a few-shot dynamic classifier.
·LangChain
Module 7 Lesson 4: Designing RAG Prompts
The Art of Grounding. How to write the perfect system prompt to ensure your AI stays factual and cites its sources.
·Agentic AI
Module 3 Lesson 1: The ReAct Pattern
Mastering the fundamental agent loop. How to prompt for Thought, Action, and Observation.
·AI & LLMs
Module 5 Lesson 3: System Prompts
The power of instruction. How to write effective system prompts that transform your model's personality.