Frequently Asked Questions

  1. What is ATTAP.ai?

    ATTAP.ai is a platform that hosts a wide array of AI agents called "VIBES," each designed to engage in conversations, answer queries, provide entertainment, or perform tasks in specific domains. Users can interact with existing VIBES or create their own.

  2. How to make ATTAP work for you?

    ATTAP empowers you with advanced AI capabilities, privacy, and control. Explore our core features below.

    • Web Search
    • Image Generation: Text to Image and Image to Image
    • Video Generation: Text to Video and Image to Video
    • HTTP Request: Make HTTP Requests to URLs
    • Execute Code
    • ...and more

    You don't need complex features or ‘agents’ in order to create useful hyper-personalized optimal Vibes. There's a lot of great stuff you can do with the flexible functionality attap.ai provides without compromising your security, privacy or dependence on third-party entities. Our goal at ATTAP is to help you make your life less complex and more secure and still provide all of the advantages of current AI and LLM technologies.

    View the list of all features here.

  3. What are ATTAP Vibes?

    ATTAP VIBES (our grateful appropriation and adoption of Andrej Karpathy 'vibe-coding' recent tweet [1]) are specially trained subsets of the ATTAP LLM's designed to provide useful information and entertainment in specific areas of interest and knowledge to you. Each time you enter a query the ATTAP system determines which vibe would deliver the best response. Working in this way we hope to continue to refine uniquely applicable LLMs designed to respond to your unique interests, wants, needs and desires.

    In addition you can create your own ATTAP VIBE designed by you to be optimally responsive to your interest(s)

  4. What can I do on ATTAP.AI?

    You can:

    • Chat and ask questions on countless subjects.
    • Play games and take quizzes.
    • Get news summaries and personalized recommendations.
    • Learn new skills or explore hobbies.
    • Shop, plan diets or wellness routines, or consult an AI psychic.
    • Create, manage, and share your own VIBES.
    • ...and more (Features)

  5. How do I try out an ATTAP VIBE?

    Go to the ATTAP VIBES page. Click on any VIBE’s icon or link. Start chatting or using its particular feature.

  6. Can I create my own AI assistant (VIBE)?

    Yes! Click "Create Your Own VIBE" on the VIBES page. Follow the prompts to give your VIBE a persona, knowledge base, and behaviors—making it responsive to your interests.

  7. How do I get best results from my Vibes?

    Understanding the concept of prompt context is essential for getting optimal responses from large language models (LLMs). Here are some examples of how context can significantly influence the output:

    • Specificity in Queries: A vague prompt like "Tell me about climate" can lead to a broad response. In contrast, specifying "What are the effects of climate change on polar bear populations?" provides the model with a clear scope, enabling it to deliver a focused and informative reply.
    • Using Examples: Instead of asking, "What's the weather like?", providing a context such as "Based on the recent weather in New York City, can you summarize this week's forecast?" helps the model understand that it should generate a response that fits the specific geographical and temporal situation.
    • Defining Roles: When asking for information, specifying the role of the LLM can enhance context. For example, "As a medical expert, what are the side effects of Ibuprofen?" directs the model to provide more authoritative and relevant content, aligning with the expected expertise.
    • Incorporating Prior Information: If a user has previously discussed topics (like family health), a follow-up question like "Based on our earlier discussion about my father’s diabetes, what dietary changes would you recommend?" leverages prior context and enhances the relevance of the response.
    • Framing with Style: Asking for information in a desired format or style can help. For instance, "Write a poem about the beauty of autumn" provides more context about the type of content expected compared to simply asking about autumn.

    For a deeper dive into these techniques, check out the following resources:

    1. What is VIBE Coding?
    2. Understanding prompt engineering
    3. Chain-of-thought prompting guide

  8. How do I know when and why to use each model?

    ATTAP.ai offers a diverse range of AI models tailored for different uses:

    1. Language/Chat Models (For text-based tasks like chatting, research, coding, or writing)

    These are selectable under "AI Model" and handle general queries, with some supporting multimodal inputs (e.g., analyzing images alongside text).
    • Deepseek: Fast and efficient for basic coding and math tasks.
    • Gemini 2.5 Flash Lite (Multimodal): Quick responses for everyday queries, light research, and simple image analysis.
    • Llama 4 Scout: Good for straightforward instruction-following and casual chat.
    • OpenAI GPT-5 Nano (Multimodal): Entry-level for quick brainstorming or simple creative writing.
    • OpenAI GPT OSS 20b: Open-source alternative for basic text generation.
    • Qwen 3 235B: Strong in multilingual tasks and detailed explanations.
    • Anthropic Claude Haiku 4.5 (Multimodal): Balanced for ethical reasoning, coding, and light multimodal tasks.
    • Gemini Flash (Multimodal): Versatile for research, summaries, and image-based queries.
    • Kimi K2: Excellent for knowledge-intensive tasks like fact-checking.
    • Llama 4 Maverick: Improved context handling for conversations and planning.
    • OpenAI GPT-5 Mini (Multimodal): Solid for creative writing, editing, and moderate multimodal use.
    • OpenAI GPT OSS 120b: Larger open-source model for more detailed responses.
    • OpenAI GPT-5.1 (Multimodal): Advanced for complex problem-solving and in-depth analysis.
    • ZAI GLM 4.7: High-performance for technical and scientific tasks.
    • Anthropic Claude Sonnet 4.5 (Multimodal): Great for nuanced reasoning, writing, and ethical AI interactions.
    • Grok 4: Fun, witty responses for creative or exploratory queries.
    • Gemini 3 Pro (Multimodal): Powerful for advanced research and multimodal integration.
    • Anthropic Claude Opus 4.5 (Multimodal): Top-tier for deep reasoning, long-form content, and complex multimodal tasks.
    • Custom: Allows users to input their own Ollama-compatible model/endpoint for personalized setups.

    Best for Tasks (Summary):

    • Quick Chats/Simple Queries: Low-credit options like Gemini 2.5 Flash Lite or Deepseek (fast, cheap).
    • Coding/Debugging: Deepseek, Claude Haiku 4.5, or Qwen 3 235B (strong in logic and code).
    • Creative Writing/Brainstorming: GPT-5 Mini or Grok 4 (imaginative and engaging).
    • Research/Summarization: Gemini Flash, Kimi K2, or higher like Gemini 3 Pro (good at handling facts and sources).
    • Multimodal (Text + Images): Any marked "Multimodal" like Claude Sonnet 4.5 or GPT-5.1 (analyze/upload images with text).
    • Complex Reasoning/Ethical Tasks: Claude Opus 4.5 or Sonnet 4.5 (deep thinking, safety-focused).

    2. Image Generation Models (For creating/editing images from text prompts)

    Selectable under "Image" with credit costs.
    • Pruna P Image: Basic image creation.
    • Pruna P Image Edit: For editing existing images.
    • Flux Dev: Good for detailed, realistic images.
    • OpenAI GPT Image 1 Mini: Simple AI-generated art.
    • Qwen Image: Versatile for various styles.
    • Bytedance Seedream 4.5: High-quality dream-like visuals.
    • Qwen Image Edit: Advanced editing.
    • Flux Kontext Pro: Contextual, professional-grade images.
    • Gemini Flash Image: Fast image generation.
    • Nano Banana: Fun, quick renders.
    • GPT Image Generation: Detailed, high-res images.
    • Nano Banana Pro: Premium quality for pro use.

    Best for Tasks (Summary):

    • Basic/Fast Images: Pruna P Image or Flux Dev (low cost, quick results).
    • Editing/Modifications: Pruna P Image Edit or Qwen Image Edit.
    • Realistic/Professional Art: Flux Kontext Pro or GPT Image Generation (higher detail).
    • Creative/Artistic Styles: Bytedance Seedream 4.5 or Nano Banana Pro.

    3. Video Generation Models (For creating short videos from text)

    Selectable under "Video" with higher credit costs due to complexity.
    • Bytedance Seedance 1.5 Pro: Basic video clips.
    • Kling 2.6: Smooth animations.
    • OpenAI Sora 2: High-quality, narrative videos.
    • Minimax Hailuo 2: Detailed scenes.
    • Google Veo 3.1: Advanced, realistic video generation.
    • OpenAI Sora 2 Pro: Pro-level with longer durations.

    Best for Tasks (Summary):

    • Short Clips/Animations: Bytedance Seedance or Kling 2.6 (affordable entry).
    • High-Quality/Realistic Videos: OpenAI Sora 2 or Google Veo 3.1 (immersive results).
    • Professional/Complex Scenes: Sora 2 Pro or Minimax Hailuo 2 (detailed, high-res).

    4. Search Engines (Integrated for research tasks)

    Brave, Exa, Google [selected], Tavily: All free for web searches within chats.

  9. Is there a way to save or revisit VIBES and chats?

    Yes:

    • "Favorites" lets you quickly access preferred chats.
    • "Bookmarks" helps organize VIBES for later.
    • "History" stores all your previous sessions.

  10. How is my data handled by ATTAP.ai?

    ATTAP.AI uses cookies and may collect some data for analytics and to improve user experience. Refer to the Privacy Policy and Terms of Service for full details.

  11. Are there any issues that we should be aware of?

    As a result of the incredibly fast rate at which ALL AI and Large Language Models are developing and being accessed by a vastly growing user base, all hosting providers are struggling to keep up. The effect on users is that there are frequent downtimes resulting in slow responses and some failure of responses to users queries. It will be a while until host providers of these models have properly added the requisite hardware to handle these loads and make the general user experience better. This, among many other reasons, is why ATTAP is developing its platform with the goal of providing its users with ATTAP running on our users localized devices. This coming implementation of ATTAP will no longer require any compute processing and/or connections to model hosts outside of the users devices. This will provide every ATTAP user the optimal user experience.

    You can check the status of the providers at:

  12. Are responses always accurate or safe?

    No, like all LLM-based platforms, sometimes VIBES may display incorrect info or offensive output. Users are encouraged to fact-check and use the platform responsibly.

  13. What's unique about ATTAP.AI?

    The platform's modular, user-driven approach: vast VIBES library, user VIBE creation, social and gamified features, and multi-model AI backends—all oriented toward fun, personalization, and discovery.

  14. How do I provide feedback or bug reports?

    Yes, feedback is welcome! Use the "Contact Us" link in the menu to send us an email.

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