How can I integrate AI assistant in my website but not a chatbot?

Hi! I just want to ask if there’s any way that I can integrate Chatgpt in my website but I don’t want like a chatbot. I want more of a chat feature front and centre in the website. It’ll be specialised in giving advice on a certain topic. And another question, I’m also finding a way that I can generate images based on text inputs (I want them to post answer at the same time). Thanks for answering!

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Alright, there’s some steps that I may provide, but better get more opinions just in case. Here how you can pull this off without making it look like a slapped-together chatbot:

Custom Chat Feature Integration

If you want a front-and-center chat feature on your website that doesn’t scream “generic chatbot,” you’ll need to create a custom interface using OpenAI’s API. This lets you design the chat exactly how you want—clean, focused, and specialized for your topic.

Step 1: Get the API
Start by getting access to OpenAI’s API. Once you have the API key, it’s your golden ticket to building a highly customized feature.

Step 2: Design the Frontend
Forget the basic chatbot bubble. Build something sleek using HTML, CSS, and JavaScript. Position it where you want center stage

Step 3: Backend Logic
Set up a backend in Python (Flask or FastAPI), Node.js, or whatever you’re comfortable with. This backend will handle:

Sending user inputs to the API.

Receiving responses and displaying them on the website.

Step 4: Specialize the Model
Here’s the trick to making it topic-focused: prompt engineering. Every time the user sends a message, prepend a specific instruction for the model, like:
“You are an expert in [insert topic]. Only provide advice related to this area and ensure it’s concise and actionable.”

You can also fine-tune the model if you want to go the extra mile.

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Text-to-Image Generation

So, you also want to generate images on top of all this? Ambitious. But fine, here’s how:

Use DALL·E or Similar
Leverage OpenAI’s DALL·E API for generating images. When the user sends a query, route their input to both ChatGPT (for text) and DALL·E (for images).

How to Display Responses Simultaneously:

Parallel Requests: Send API calls for both ChatGPT and DALL·E at the same time.

Asynchronous Loading: While waiting for both outputs, show a loading spinner or placeholder to keep things smooth.

Combine Outputs: Once the responses come in, display the chat reply alongside the generated image in a neat layout

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What if I don’t want AI generated photos? I want real web photos

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You will have to set up your own gallery with an API backend and through actions link it with GPT. A standard GPT cannot reproduce images.

Also welcome I moved you to ChatGPT tag and added API into sub tag :honeybee::rabbit::heart::infinity::four_leaf_clover:

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Another small thought:

If you want real web photos, then you need to define what “real” is.
Example:

Otherwise, AI-generated images from the web may be used.

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Real web photos? Can you provide me a example of what you really what? I can explain better if I know exactly what you looking for

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like for example when I search the web for ‘black hole’ the images that can be found on the web. Those images I want to put on my web. Is that possible?

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So you what use a page as search engine? Probably it is , but will be not a easy task. Probably you need find some experience people on that area

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They can’t farm images off internet without agreement with a search provider. That’s what the new search for GPT4o they did an agreement with a media company.

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@gdfrza The task is really a bit unclear, but I don’t think it’s a direct “search engine”:

@sernadaandrea2002 I understood it to mean that an AI is to be integrated into the website as support.

No AI-generated images should be used for the images.

Well, this can be difficult, especially with the “black hole” example.

  1. Challenge: It’s difficult to completely avoid AI-generated images since many images on the internet are not clearly labeled as such.

  2. Proposed Solution: Create your own gallery with selected and verified images. This gallery can then be used by the AI to ensure that only the desired images are used.

  3. Advantages:

  • Control over image sources.
  • Avoidance of unwanted AI-generated images.
  • Ensuring the quality and relevance of images.

Additionally, for generating images based on text inputs and posting them simultaneously with the chat responses, you can integrate an image generation API alongside ChatGPT. This way, you can provide a seamless experience where both text and images are generated and displayed together.

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can you suggest what can I use for image generation API?

I did some quick research:

  • OpenAI DALL-E 2: Known for generating highly realistic images from text descriptions.
  • DeepAI: Offers a variety of pre-trained models and APIs for natural language processing and computer vision tasks.
  • Stable Diffusion: A latent text-to-image model that generates realistic images based on text inputs.
  • Bannerbear: Allows for the generation of images in various formats and provides a simple REST API for modifying image attributes.
  • Eden AI: Provides a standardized API that gives access to various text-to-image generation providers like DeepAI, OpenAI DALL-E 2, and Stable Diffusion.
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You will need to use something like Photoview or Lychee.
Lychee is a good choice IMO.
It is a self-hosted photo management system, it provides an API for tasks like uploading photos, managing albums, and retrieving metadata. Accessible at your Lychee domain (e.g., http://your-lychee-domain.com/api/), the API supports authentication for secure interactions and is documented comprehensively on the official Lycheedocumentation site. To use the API, ensure your installation is configured correctly and include authentication tokens in requests when required. For example, to upload a photo, send a POST request to /api/Photo::add with parameters such as the image file and album ID. This API enables seamless integration of Lychee’s photo management features into custom applications, automating workflows, and enhancing usability.

These can be used for your gallery. If you want to just generate images any image generator API will work I like dalle.

You can back end it into a GPT using Actions

:honeybee::rabbit::infinity::heart::four_leaf_clover:

Omg thank you for this, I’ll try this tomorrow

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So happy I could help. :honeybee::rabbit::infinity::heart::four_leaf_clover:

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