From 2bd1f575aaa43f2af113bef4713bda3d30acccb5 Mon Sep 17 00:00:00 2001 From: Korey Stegared-Pace Date: Thu, 27 Feb 2025 14:24:55 +0100 Subject: [PATCH] changed terminology from meta prompt to system message framework --- 06-building-trustworthy-agents/README.md | 22 +++++++++--------- .../images/system-message-framework.png | Bin 0 -> 151425 bytes 2 files changed, 11 insertions(+), 11 deletions(-) create mode 100644 06-building-trustworthy-agents/images/system-message-framework.png diff --git a/06-building-trustworthy-agents/README.md b/06-building-trustworthy-agents/README.md index 1f960f52..4ca68c05 100644 --- a/06-building-trustworthy-agents/README.md +++ b/06-building-trustworthy-agents/README.md @@ -20,21 +20,21 @@ After completing this lesson you will know how to: Let's first look at building safe agentic applications. Safety means that the AI agent performs as designed. As builders of agentic applications, we have methods and tools to maximize safety: -### Building a Meta Prompting System +### Building a System Message Framework - If you have ever built an AI application using Large Language Models (LLMs), you know the importance of designing a robust system prompt or system message. These prompts establish the meta rules, instructions, and guidelines for how the LLM will interact with the user and data. + If you have ever built an AI application using Large Language Models (LLMs), you know the importance of designing a robust system prompt or system message. These prompts establish the rules, instructions, and guidelines for how the LLM will interact with the user and data. For AI Agents, the system prompt is even more important as the AI Agents will need highly specific instructions to complete the tasks we have designed for them. -To create scalable system prompts, we can use a meta prompting system for building one or more agents in our application: +To create scalable system prompts, we can use a system message framework for building one or more agents in our application: -![Building a Meta Prompting System](./images/building-a-metaprompting-system.png) +![Building a System Message Framework](./images/system-message-framework.png) -#### Step 1: Create a Meta or Template Prompt +#### Step 1: Create a Meta System Message - The meta prompt will be used by an LLM to generate the system prompts for the agents we create. We design it as a template so that we can efficiently create multiple agents if needed. + The meta system message will be used by an LLM to generate the system prompts for the agents we create. We design it as a template so that we can efficiently create multiple agents if needed. -Here is an example of a meta prompt we would give to the LLM: +Here is an example of a meta system message we would give to the LLM: ```plaintext You are an expert at creating AI agent assistants. @@ -53,11 +53,11 @@ Here is an example: You are a travel agent for Contoso Travel with that is great at booking flights for customers. To help customers you can perform the following tasks: lookup available flights, book flights, ask for preferences in seating and times for flights, cancel any previously booked flights and alert customers on any delays or cancellations of flights. ``` -#### Step 3: Provide Basic Prompt to LLM +#### Step 3: Provide Basic System Message to LLM -Now we can optimize this prompt by providing the meta prompt as the system prompt and our basic prompt. +Now we can optimize this system message by providing the meta system message as the system message and our basic system message. -This will produce a prompt that is better designed for guiding our AI agents: +This will produce a system message that is better designed for guiding our AI agents: ```markdown **Company Name:** Contoso Travel @@ -111,7 +111,7 @@ This AI assistant is designed to streamline the flight booking process for custo #### Step 4: Iterate and Improve -The value of this meta prompting system is to be able to scale creating prompts from multiple agents easier as well as improving your prompts over time. It is rare you will have a prompt that works the first time for your complete use case. Being able to make small tweaks and improvements by changing the basic prompt and running it through the system will allow you to compare and evaluate results. +The value of this system message framework is to be able to scale creating system messages from multiple agents easier as well as improving your system messages over time. It is rare you will have a system message that works the first time for your complete use case. Being able to make small tweaks and improvements by changing the basic system message and running it through the system will allow you to compare and evaluate results. ## Understanding Threats diff --git a/06-building-trustworthy-agents/images/system-message-framework.png b/06-building-trustworthy-agents/images/system-message-framework.png new file mode 100644 index 0000000000000000000000000000000000000000..f1a56ebc3f66ac9b86880d2492369769e9c81580 GIT binary patch literal 151425 zcmeFZWmH_-(l&|{AV7i#Cjn6OYgRoavsQ;FD@tLa6Qjey!C}fsOQ^!Zq58qWA@M## zfZeey*TjQ;pgBnEfZ*V;em(uc$1-A(z$nVB)V0Cd3iAA>Ks#n*GoXn%vzwg*j2aG3 zP{hr_*wn@xOle|nX=N`&ci7lUM`>jyM5o22z^dRNZVs@L_HZ&+^H5Yb^{_GJGoup` zMi+GBhcU1-2OCqm+1c8I_}zr){_y38{r_~Eg$_pKWM;vyDk1qd3G7OU4gdx_@UyVE zy1FvEaxep(ELqt2`1n{@*;&}xnP3!5Aa{GPu^W>;h#JNLo$?P433HICla&M53TRLH z#M9UW=nNL3qeG|so3$7i>||x~4|jVIv+kl*Ojf+pOGAloj~U5?hfWcbgJecptF;y`5z8X5B<$V+{xS+Y;GpZ z&dSck#LCXZ&Lhb3zrK1J<9{Cb;0Bg~k#n)~a+#U(GI5w#a4>PQT9`8N^6>F7nR0XT 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