[Fis] Individual GPT

[Krassimir Markov]

Dear Daniel and colleagues,
We should not deify a very simple, albeit complex, programming environment.
LLMs have become popular with their search and text generation
capabilities.
But this, although impressive to the layman, is simple algorithmization.
Currently, there are a number of LLMs that specialize in different
activities.
To be completely clear, see below how to create "your own GPT".
With respect,
Krassimir

Creating your own GPT-powered application can be done in several ways,
depending on your skills and needs. Here are the steps:
*1. Define the Type of Application*

Decide what kind of application you want to build:

   -

   *Web application* (e.g., a chatbot on a website)
   -

   *Mobile application* (for iOS/Android)
   -

   *Desktop application*
   -

   *Integration with another platform* (e.g., Slack, Discord, WhatsApp)

*2. Choose a GPT API*

The most popular option is *OpenAI API*, which allows integration with GPT
models. You can find it here:
🔗 https://urldefense.com/v3/__https://platform.openai.com/docs/__;!!D9dNQwwGXtA!TS5BfpwhfrJUP8W0UvGZQYM7i2G9wCQ5f2krpXcvWMI7B0Wp_NOw5FMeDxhjpQQJVCdit9gUiOUn1ti3bDg$ 

You'll need to create an API key and go through the documentation.
*3. Select a Development Technology*

   -

   *Web app:* JavaScript (React, Next.js), Python (Flask, Django)
   -

   *Mobile app:* React Native, Flutter, Swift, Kotlin
   -

   *Desktop app:* Electron.js, PyQt
   -

   *Backend:* Node.js, FastAPI, Express.js

*4. Integrate OpenAI API*

Here’s a simple Python example using requests:

python
КопиранеРедактиране
import openai

openai.api_key = "YOUR_API_KEY"

response = openai.ChatCompletion.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello, how are you?"}]
)
print(response["choices"][0]["message"]["content"])

*5. Add a User Interface*

If you're building a web application, you can use *React* and *Next.js*,
while *FastAPI* is a great option for the backend.
*6. Deploy and Hosting*

   -

   *Web:* Vercel, Netlify, AWS, DigitalOcean
   -

   *Mobile Apps:* Google Play, App Store
   -

   *Backend:* Render, Railway, AWS, Firebase

*7. Optimization and Monetization*

   -

   Reduce API requests to optimize costs.
   -

   Consider a business model (subscription, ads, premium features).


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