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Sequential Prompts from Original RAG with aider and Claude 3.5 Sonnet Tutorial

LangChain RAG App Prompts

Initial RAG App Setup

Prompt: Use the LangChain RAG tutorial documentation, which I provided to you previously, to generate a simple RAG app in Python that uses the LangChain v0.2 framework. The app will allow the user to provide the URL for a web page and ask questions related to the contents of the page. The user interface will be the command line for now. The app should use OpenAI models and APIs. Generate all the required files, functions, methods, imports, etc. but don't implement any functions yet. Instead, just insert comments. Also, generate the Python requirements.txt file. Only implement the features I've requested.

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Cody AI Prompts

Generate Requirements for an Idea: I have an idea for a new software project. If I haven't already given my idea to you, ask me to provide it before proceeding.

Using my project idea, generate a set of core requirements. Keep the requirements simple and focused on the aspects that are most likely to impact the architecture.

Present the list of requirements in an organized manner. Categorize as appropriate. Give each core feature a unique number I can use later to refer back to that feature.

Give me this in markdown format and offer to let me insert your generated content into a new file.

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### Select image from device

"Update the app to allow the user to select an image from their device. Display the selected image on the screen."

### Add create funny story button

"Add a button below the image that says ‘Make up a funny story!’"

### Generate code to send image to AI vision model to create the story

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Dev Setup

NOTE: If you ever run into development setup issues, I recommend using your AI chatbots to help you out. Once you explain what you’re trying to do and what OS you’re on, they’re usually very good at providing very detailed step-by-step guidance.

API Keys (needed regardless of your OS)

You will need accounts and API keys for both of the below:

• Claude: visit https://console.anthropic.com/settings/keys
• OpenAI: visit https://platform.openai.com/api-keys

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Create a new Expo project from a based template

npx create-expo-app testme -t expo-template-blank-typescript

Build and run the app

npx expo

Install a new dependency

npm install <react_package>

expo install

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Create prompt templates for Continue

See: https://docs.continue.dev/features/prompt-files

• prompt to suggest refactorings

  temperature: 0.5
  maxTokens: 4096
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