From 79d059f248ca5ca69621dfee35ee598c3df08a2d Mon Sep 17 00:00:00 2001 From: "Jack Reimers [SSW]" <10693364+jackreimers@users.noreply.github.com> Date: Fri, 29 Sep 2023 17:15:01 +1000 Subject: [PATCH] =?UTF-8?q?=E2=9C=A8=20New=20rule=20-=20Do=20you=20use=20t?= =?UTF-8?q?he=20system=20prompt=3F=20(#6869)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Create rule.md * Update rule.md * Add files via upload * Update rule.md * Update rule.md * Update rules-to-better-gpt.md * Update rule.md * Add files via upload * Update rule.md * Delete rules/use-system-prompt/helpful-assistant.png * Delete rules/use-system-prompt/unhelpful-assistant.png --- .../rules-to-better-gpt.md | 1 + rules/use-system-prompt/rule.md | 40 ++++++++++++++++++ .../use-system-prompt/with-system-prompt.png | Bin 0 -> 177933 bytes .../without-system-prompt.png | Bin 0 -> 242140 bytes 4 files changed, 41 insertions(+) create mode 100644 rules/use-system-prompt/rule.md create mode 100644 rules/use-system-prompt/with-system-prompt.png create mode 100644 rules/use-system-prompt/without-system-prompt.png diff --git a/categories/artificial-intelligence/rules-to-better-gpt.md b/categories/artificial-intelligence/rules-to-better-gpt.md index 0bc3c4043eb..1ec2bec4cbc 100644 --- a/categories/artificial-intelligence/rules-to-better-gpt.md +++ b/categories/artificial-intelligence/rules-to-better-gpt.md @@ -18,4 +18,5 @@ index: - website-chatbot - use-semantic-kernel - use-embeddings +- use-system-prompt --- diff --git a/rules/use-system-prompt/rule.md b/rules/use-system-prompt/rule.md new file mode 100644 index 00000000000..9996b21021e --- /dev/null +++ b/rules/use-system-prompt/rule.md @@ -0,0 +1,40 @@ +--- +type: rule +title: GPT - Do you use the system prompt? +uri: use-system-prompt +authors: + - title: Jack Reimers + url: https://www.ssw.com.au/people/jack-reimers +created: 2023-09-28T12:00:00.000Z +guid: d98b6b99-28a2-4be3-8095-6f5c45094a98 +--- + +When you're building a custom AI application using a GPT API you'll probably want the model to respond in a way that fits your application or company. +You can achieve this using the system prompt. + + + +### What is the system prompt? + +Requests to and from a GPT API generally have three types of messages, also known as roles or prompts. + +**User** +User messages are any messages that your application has sent to the model. + +**Assistant** +Assistant messages are any messages that the model has sent back to your application. + +**System** +The system prompt is sent with every request to the API and instructs the model how it should respond to each request. +When we don't set a system prompt the user can tell the model to act however they would like it to: + +![Figure: GPT's responses without a system prompt](without-system-prompt.png) + +![Figure: Responses with a system prompt](with-system-prompt.png) + +::: greybox +**Note** +Depending on the model you're using, you may need to be more firm with your system prompt for the model to listen. Test your prompt using [OpenAI's Playground](https://platform.openai.com/playground) before deploying. +::: + +For more information on system prompts, see [OpenAI's documentation](https://platform.openai.com/docs/guides/gpt-best-practices/strategy-write-clear-instructions), or use their [playground](https://platform.openai.com/playground) to start testing your own! diff --git a/rules/use-system-prompt/with-system-prompt.png b/rules/use-system-prompt/with-system-prompt.png new file mode 100644 index 0000000000000000000000000000000000000000..0724dc7518a7e9ecbd88b402b85a2725c311ab42 GIT binary patch literal 177933 zcmZ5{1z1#T+x5^5iXwuflnf1mba##54Ba7ubT>#CGz{GxLwEO~Q)K8a1*E0x-@Nbl zeg8SGyR#lDwmmC)a0ud<4ORIxG50{we*qFcvt@*nq-~+`; zT}~2IHcGJ#{D5vDp&|hSRYv077-IlG+hE={M+w;kb1$;yDh8 z8ebb(zqM@yBZeqN7^TtK&v6_n_1R`f*^3ue_WMyLmos^W6pP#?*I!x&$ zFc3Pu?Mybz2R?D7f*C1=`NbiAUL@xfGK+nFPlzA?cg&V65`k=IDo~o;4rJBU)t92+ z@SJ5YkHbHIf+8a$$!~6MIE^|$7uVOj=M$Uas=m*qWMx0&-UJ5)75WoAj&6;nF>-fr 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