How to prompt Gemini Code Assist

Key Takeaways

[Music] by this point you're likely curious about how generative AI can help you be a more effective developer and you likely heard that prompt engineering can help when you're using tools such as Gemini Cod assist but what is prompting exactly and is it actually useful a prompt is a natural language request submitted to a language model to receive or response back prompts can contain questions instructions contextual information examples and partial input for the model to complete or expand on after the model receives a prompt depending on the type of model being used it can generate code text music images videos and more I remember thinking oh that's easy I know how to create a prompt and yet the responses I received weren't that great I thought it was the model after all I'd been an expert at finding information online it can't be me it's the AI That's wrong turns out my prompt had some issues let's see how prompt design and Gemini can help me be more productive using Google Cloud products and services when you ask Gemini code assist for help you should include as much context and specific detail as possible because AI generated responses are based on a vast range of possibilities it's important for you to be precise that sounds like a lot but to make your life easier Gemini Cod assist passes the content of your current file the programming language and Snippets of relevant files in your code Editor to the model there is no need to copy and paste code however crafting effective prompts will help Gemini code assist help you be more productive here are some ways to craft effective prompts write your prompt like you're talking with a person provide adequate context be specific use personas and style divide complex tasks remember prompts are natural language requests so write them like you're talking with a person you wouldn't go to your colleague and tell them Cloud functions HTTP trigger you might instead ask them a complete question there are often multiple correct ways to accomplish a technical goal so provide adequate context tell Gemini why you're trying to accomplish a particular task after all your colleague might respond to your question by saying yes but what are you trying to do therefore it's important to to proactively answer that question by providing details about what you're trying to accomplish Gemini will be much more helpful if you update Cloud functions HTTP trigger to I want to understand if Cloud functions supports HTTP triggers because I want to respond to events originating from third-party systems be specific include details about products and Technologies if if you're looking for answers about a specific product technology or technical capability include that in your prompt if you're unsure about what technologies or products to consider ask Gemini to compare different options for you importantly if you're asking Gemini for assistance creating commands or API calls tell Gemini to include all the parameters in a command let's say we started to build an application using Cloud functions if we want a Gemini to help us write a curl post for the cloud function endpoint we need to supply it with all the relevant information including the project ID the region endpoint and of course tell Gemini what we want the endpoint to do it's especially helpful to match your prompt request with your persona and your style this may take the form of sharing your level of expertise when you ask for a suggestion asking Gemini to explain a concept or code as if you're an expert programmer or a novice programmer can give you different and more appropriate results by this point we've learned quite a few different strategies and you might be thinking if I do all of this my prompts will be incredibly complex but don't fret you can chain these tips together if you break complex problems into multiple requests this can help Gemini refine and focus the answers that it gives helping you move progressively toward a solution as you can see writing well structured prompts is an essential part of ensuring accurate highquality responses from a language model those accurate highquality responses are the reason Gemini can make us more efficient effective and productive and you can help us improve the underlying services that we use to provide you with those accurate highquality responses by providing us with feedback about your conversational experience with Gemini with feedback and your explicit permission we can improve Gemini to make better suggestions with fewer mistakes and ensure that good responses are reinforced to try out Gemini Cod assist visit go o O.G Gemini dcod assist D inro or click the link in the description [Music]