Paul Couvert

3. View the mindmap

Copy the code generated by Gemini.

Open markmap.js.org/repl and paste it in the left-hand column.

You can interact with your mindmap and download it in SVG or HTML format.

2. Enter the prompt

Copy/paste the prompt from my own conversation:
g.co/gemini/share...

Gemini will generate code that will allow you to view your mindmap.

1. Upload your book

Open Gemini and upload your book in PDF format.

You can also use Google AI Studio by selecting the 1.5 Pro model.

Gemini can turn any book into an interactive mindmap

You can do it for books of hundreds of pages thanks to the massive context window and with a single prompt.

Perfect for those who memorize better visually (demo and prompt below):

OpenAI Platform Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform.

Original guide from OpenAI:
platform.openai.com/docs/guides/...

One last thing: these models break down step by step on their own.

So don't add “steps to follow” or “explanation of reasoning” to your prompts.

And keep in mind that these recommendations work for all reasoning models - o1, o1 mini, Gemini 2.0 Flash Thinking, QwQ, etc.

</context>

<codebase>
<file1>
{{Your file 1 content}}
</file1>

<file2>
{{Your file 2 content}}
</file2>
</codebase>

4/4

Identify the cause of this incorrect addition result and ensure that basic arithmetic operations, specifically addition, always return the correct value. I need to find the bug in my logic that's causing this intermittent incorrect calculation, possibly after a division.
</goal>

3/4

When I perform a simple addition, like '2 + 2', the calculator sometimes returns '5' instead of '4'. This doesn't happen consistently, but it's reproducible after a few calculations. It seems to be more frequent after performing a division operation.
</problem>

<goal>

2/4

Prompt example:

<context>
I'm building a simple Python calculator application. It's a command-line interface (CLI) application for now, focusing on basic arithmetic operations. I'm using standard Python libraries and haven't implemented any complex error handling or UI yet.
<problem>

1/4

The most important thing is to use delimiters, for example XML tags that look like this:

<context>
Your text...
</context>

You should also nest tags, for example: <outer><inner></inner></outer>

A concrete example below:

Reasoning models are becoming the norm

So a friendly reminder that OpenAI has released a guide to writing prompts for them.

Few important points and example:

Google AI Studio Google AI Studio is the fastest way to start building with Gemini, our next generation family of multimodal generative AI models.

The link to Google AI Studio:
aistudio.google.com/welcome

Completely free, you just need your Google account to log in!

Google has just released a very good reasoning model... and it's free 🔥

Already the best model on Chatbot Arena.

Select "Gemini 2.0 Flash Thinking" in AI Studio and you can start using it right away.

Based on Flash so VERY fast.

Reasoning models are becoming increasingly popular

But I personally don't see the point of paying $200/mo for o1 Pro.

No doubt some people will have a use for it but for the majority Qwen QwQ is a better choice:

HuggingChat Making the community's best AI chat models available to everyone.

And now you can use it directly in a free chat via Hugging Chat:
huggingface.co/chat/

Meta has just released Llama 3.3 70B which is more powerful than GPT-4o and 25x cheaper.

Yes. 70B and better than GPT-4o.

This model is also as powerful as the 405B version of Llama 3.1.

Open source is really winning at every level.

The easiest way to use these models is through HuggingChat:
huggingface.co/chat/

Just create a free account and select the model.

But you can also use them locally using LM Studio or ollama.

Closed AI models are no longer dominant.

You can use free and open source alternatives for all of them:

Text generation
GPT-4o → Nvidia 3.1 Nemotron

Coding
Sonnet 3.5 → Qwen 2.5 Coder

Reasoning
o1-preview → QwQ

Multimodal tasks
Gemini 1.5 Pro → Pixtral

Access them 🧵

I see a lot of people overspending to build full-stack apps without coding

Cursor → Replit AI
v0/Bolt → Replit Agent
Vercel → Replit Deployment

$60/mo → $15/mo

All-in-one but 4x cheaper.

The Waitlist Your first App in hours, not weeks - without coding knowledgeThe new course will be available soon.Discover the stack and join the waitlist: All the tools you need to create your app using AI The best...

I show you all the tools to build your full stack app without writing a line of code in my 20-minute video.

Free access by joining the waitlist for the step-by-step course out November 28!
waitlist.paulcouvert.com

Replit has just received a major update

You can clone any interface with a screenshot and a prompt.

Screenshot → Paste into Replit Agent → “Clone this app” → Done!

All that's left is to add your features, a backend and more (without coding). More below.

I built this complete app without writing a line of code. Only English.

- Replit Agent + AI + deployment
- Backend with Neon in Replit
- Log in with Google OAuth
- Subscription with Stripe
- Domain with Cloudflare

Again, not a single line written by myself.

You can build whatever you want.