{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_deepai","slug":"deepai","name":"DeepAI","type":"product","url":"https://deepai.org","page_url":"https://unfragile.ai/deepai","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_deepai__cap_0","uri":"capability://tool.use.integration.multi.modal.unified.web.interface.for.generative.ai","name":"multi-modal unified web interface for generative ai","description":"Provides a single web-based dashboard that routes user requests to different generative models (text, image, code) through a unified UI rather than requiring separate tool logins. The platform abstracts away model selection complexity by offering pre-configured endpoints for each modality, with parameter controls (style, size, temperature) exposed through form-based controls that map to underlying API calls.","intents":["I want to experiment with multiple AI capabilities without signing up for separate services","I need a single dashboard to compare outputs across text, image, and code generation in one session","I want to quickly prototype multi-modal workflows without managing multiple API keys"],"best_for":["hobbyists exploring AI without tool fragmentation","students learning across multiple generative domains","developers prototyping multi-modal applications before committing to specialized tools"],"limitations":["Unified interface trades depth for breadth — lacks domain-specific advanced controls available in specialized tools (e.g., no LoRA support like Midjourney, no system prompt engineering like ChatGPT)","Model selection is curated/limited rather than user-configurable, reducing flexibility for power users","Web UI latency for sequential multi-modal tasks due to browser round-trips rather than batch processing"],"requires":["Web browser with modern JavaScript support","Internet connection","Free account (no credit card) or paid subscription for higher limits"],"input_types":["text prompts","image files (for enhancement/upscaling)","code snippets"],"output_types":["text responses","generated images (PNG/JPG)","code snippets","downloadable files"],"categories":["tool-use-integration","multi-modal-interface"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_1","uri":"capability://text.generation.language.free.tier.text.generation.with.rate.limited.daily.quotas","name":"free-tier text generation with rate-limited daily quotas","description":"Offers text generation capabilities (chat, completion, summarization) through a freemium model with no credit card required and daily generation limits (typically 10-50 requests/day depending on tier). Uses older/smaller language models (likely GPT-2 or similar-scale models) rather than frontier models, optimizing for cost efficiency and fast inference rather than reasoning capability.","intents":["I want to try AI text generation without paying or providing payment information","I need quick, simple text completions for casual writing tasks","I want to test API integration before committing to paid services"],"best_for":["budget-conscious students and hobbyists","developers evaluating API integration patterns before scaling","users with simple, non-nuanced text generation needs"],"limitations":["Language models are dated and smaller-scale, resulting in poor performance on reasoning, multi-step logic, and nuanced writing tasks","Limited context window (likely <2K tokens) compared to GPT-4 (8K+) or Claude (100K+), making it unsuitable for long-form content or document analysis","Daily rate limits (10-50 requests) make it impractical for production workloads or iterative refinement","No fine-tuning, system prompts, or advanced sampling controls available in free tier"],"requires":["Web browser or API access","Free account (email signup only)","Acceptance of daily quota constraints"],"input_types":["text prompts","conversation history (limited context)"],"output_types":["text completions","chat responses"],"categories":["text-generation-language","freemium-access"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_2","uri":"capability://image.visual.fast.image.generation.with.style.and.enhancement.parameters","name":"fast image generation with style and enhancement parameters","description":"Generates images from text prompts using multiple underlying models (likely diffusion-based like Stable Diffusion variants) with exposed parameters for artistic style, resolution, upscaling, and enhancement filters. The platform abstracts model selection and queuing, routing requests to available compute resources and returning generated images within seconds rather than minutes.","intents":["I want to quickly generate images for prototypes, mockups, or creative exploration without learning Stable Diffusion parameters","I need to upscale or enhance existing images with AI filters","I want to experiment with different artistic styles applied to the same prompt"],"best_for":["designers and artists prototyping visual concepts quickly","content creators needing placeholder or supporting imagery","hobbyists exploring image generation without GPU infrastructure"],"limitations":["Image quality noticeably inferior to Midjourney or DALL-E 3, with inconsistent handling of complex prompts, anatomical details, and text-in-image rendering","Limited style options and artistic control compared to specialized image generation platforms","No iterative refinement or inpainting capabilities in free tier","Output resolution capped at lower limits than premium competitors (likely 512x512 or 768x768 vs 1024x1024+)","Batch generation not supported — requires sequential requests for multiple variations"],"requires":["Web browser or API access","Free account or paid subscription","Text prompt describing desired image"],"input_types":["text prompts","image files (for upscaling/enhancement)","style parameters (artistic style, resolution, filter type)"],"output_types":["PNG or JPG images","downloadable image files"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_3","uri":"capability://code.generation.editing.code.generation.and.completion.with.multiple.language.support","name":"code generation and completion with multiple language support","description":"Generates or completes code snippets across multiple programming languages (Python, JavaScript, Java, etc.) using smaller language models fine-tuned for code tasks. Accepts partial code, function signatures, or natural language descriptions and returns syntactically valid completions, with basic syntax highlighting and copy-to-clipboard functionality in the web UI.","intents":["I want to quickly generate boilerplate code or function stubs without writing from scratch","I need code completion suggestions for multiple languages without installing IDE extensions","I want to explore code generation capabilities before committing to GitHub Copilot or similar tools"],"best_for":["developers exploring code generation without IDE setup","students learning programming and needing syntax help","polyglot developers working across multiple languages"],"limitations":["Code quality and correctness lag behind GitHub Copilot or Claude, with higher rates of syntactic errors and logical bugs","Limited context awareness — cannot reference entire codebases or project structure, only isolated snippets","No IDE integration — requires manual copy-paste workflow rather than seamless in-editor suggestions","Smaller model size means poor performance on complex algorithms, architectural patterns, or multi-file refactoring","No testing or validation — generated code is not automatically checked for correctness"],"requires":["Web browser or API access","Free account or paid subscription","Code snippet or natural language description"],"input_types":["partial code snippets","function signatures","natural language descriptions","code comments"],"output_types":["code snippets (Python, JavaScript, Java, C++, etc.)","function implementations","boilerplate templates"],"categories":["code-generation-editing","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_4","uri":"capability://tool.use.integration.api.access.with.tiered.rate.limits.and.pricing","name":"api access with tiered rate limits and pricing","description":"Exposes text, image, and code generation capabilities via REST API endpoints with authentication via API keys. Implements tiered rate limiting (requests per minute/day) and pricing tiers ($5-15/month) that gate access to higher quotas and potentially faster inference or better models. Requests are queued and processed asynchronously, with webhooks or polling for result retrieval.","intents":["I want to integrate DeepAI's generative capabilities into my application without using the web UI","I need programmatic access to text, image, or code generation with rate-limited quotas","I want to batch-process multiple generation requests through an API"],"best_for":["developers building applications that need generative AI features","teams prototyping multi-modal applications with budget constraints","startups evaluating AI integration costs before scaling"],"limitations":["Pricing is aggressive relative to output quality — $5-15/month for access to smaller, older models compared to OpenAI or Anthropic's more capable models at similar price points","Rate limits are restrictive for production workloads (likely 10-100 requests/day on free tier, 1000-5000 on paid tiers)","No batch processing API — requires sequential requests for multiple generations, increasing latency","Asynchronous processing adds complexity for developers expecting synchronous responses","No SLA or uptime guarantees documented, making it unsuitable for mission-critical applications"],"requires":["API key (obtained from account dashboard)","HTTP client library (curl, requests, axios, etc.)","Paid subscription for production-level quotas","Webhook endpoint or polling mechanism for result retrieval"],"input_types":["JSON payloads with prompts and parameters","image files (base64-encoded or URL references)","code snippets"],"output_types":["JSON responses with generated text/code","image URLs or base64-encoded images","metadata (generation time, model used, etc.)"],"categories":["tool-use-integration","api-access"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_5","uri":"capability://image.visual.image.upscaling.and.enhancement.with.ai.filters","name":"image upscaling and enhancement with ai filters","description":"Takes existing images as input and applies AI-powered upscaling (increasing resolution while maintaining detail) and enhancement filters (denoising, sharpening, color correction, style transfer). Uses super-resolution neural networks and image-to-image diffusion models to process images, with parameters for upscaling factor (2x, 4x, etc.) and filter type selection.","intents":["I want to upscale low-resolution images to higher quality without visible artifacts","I need to enhance or restore old or degraded photos with AI filters","I want to apply artistic style transfers to existing images"],"best_for":["photographers and designers needing quick image enhancement","content creators improving visual quality of existing assets","hobbyists restoring old photos without specialized software"],"limitations":["Upscaling quality varies significantly based on input image complexity and resolution","Limited filter options compared to dedicated image editing software (Photoshop, Lightroom)","No fine-grained control over enhancement parameters (e.g., denoising strength, sharpening radius)","Processing time increases with image resolution and upscaling factor (4x upscaling slower than 2x)","Batch processing not supported — requires sequential uploads for multiple images"],"requires":["Web browser or API access","Image file (PNG, JPG, WebP, etc.)","Free account or paid subscription","Upscaling factor and filter type selection"],"input_types":["image files (PNG, JPG, WebP)","upscaling parameters (2x, 4x, 8x)","filter type (denoising, sharpening, style transfer, etc.)"],"output_types":["upscaled image files (PNG or JPG)","enhanced image files","downloadable results"],"categories":["image-visual","image-enhancement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deepai__cap_6","uri":"capability://memory.knowledge.conversation.history.management.with.limited.context.retention","name":"conversation history management with limited context retention","description":"Maintains conversation state across multiple turns in the text generation interface, allowing users to reference previous messages and build multi-turn dialogues. The platform stores recent conversation history (likely last 5-10 turns) in the session and passes it as context to the language model for each new request, enabling basic conversational continuity without persistent storage.","intents":["I want to have multi-turn conversations with the AI without losing context between messages","I need to reference earlier parts of a conversation in follow-up questions","I want to explore iterative refinement of ideas through dialogue"],"best_for":["casual users exploring conversational AI","students using AI for learning and Q&A","users prototyping chatbot interactions"],"limitations":["Limited context window (likely 2K-4K tokens) means older messages are dropped as conversation grows, breaking long-form continuity","No persistent storage — conversation history is lost when session ends or browser is closed","No conversation export or archival functionality","Context is not optimized for long conversations — model performance degrades as history grows","No branching or version control for conversation paths"],"requires":["Web browser with session storage support","Active login session","Continuous internet connection"],"input_types":["text messages","follow-up prompts"],"output_types":["text responses","conversation history (in-session only)"],"categories":["memory-knowledge","conversation-management"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":37,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support","Internet connection","Free account (no credit card) or paid subscription for higher limits","Web browser or API access","Free account (email signup only)","Acceptance of daily quota constraints","Free account or paid subscription","Text prompt describing desired image","Code snippet or natural language description","API key (obtained from account dashboard)"],"failure_modes":["Unified interface trades depth for breadth — lacks domain-specific advanced controls available in specialized tools (e.g., no LoRA support like Midjourney, no system prompt engineering like ChatGPT)","Model selection is curated/limited rather than user-configurable, reducing flexibility for power users","Web UI latency for sequential multi-modal tasks due to browser round-trips rather than batch processing","Language models are dated and smaller-scale, resulting in poor performance on reasoning, multi-step logic, and nuanced writing tasks","Limited context window (likely <2K tokens) compared to GPT-4 (8K+) or Claude (100K+), making it unsuitable for long-form content or document analysis","Daily rate limits (10-50 requests) make it impractical for production workloads or iterative refinement","No fine-tuning, system prompts, or advanced sampling controls available in free tier","Image quality noticeably inferior to Midjourney or DALL-E 3, with inconsistent handling of complex prompts, anatomical details, and text-in-image rendering","Limited style options and artistic control compared to specialized image generation platforms","No iterative refinement or inpainting capabilities in free tier","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.283Z","last_scraped_at":"2026-04-05T13:23:42.562Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=deepai","compare_url":"https://unfragile.ai/compare?artifact=deepai"}},"signature":"/vaJMvk/VmE+zHTeDz+/VVtDsWu1KTiSG+LXH6izLAlws0yR4e8FjxlxZEqwH2uUd91Yo7FcjTNT0f8CVj3iDg==","signedAt":"2026-06-22T18:33:20.195Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/deepai","artifact":"https://unfragile.ai/deepai","verify":"https://unfragile.ai/api/v1/verify?slug=deepai","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}