{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gitagpt","slug":"gitagpt","name":"GitaGPT","type":"product","url":"https://www.gitagpt.in","page_url":"https://unfragile.ai/gitagpt","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gitagpt__cap_0","uri":"capability://text.generation.language.bhagavad.gita.verse.interpretation.and.contextual.explanation","name":"bhagavad gita verse interpretation and contextual explanation","description":"Retrieves and explains specific verses from the Bhagavad Gita using a specialized knowledge base indexed with Sanskrit text, transliteration, and philosophical commentary. The system likely employs semantic search or embedding-based retrieval to match user queries against verse content and traditional interpretations, then generates contextual explanations grounded in Hindu philosophical frameworks rather than generic LLM responses.","intents":["I need to understand what a specific Gita verse means in its original philosophical context","I want to explore the deeper spiritual significance of a verse beyond literal translation","I'm studying the Gita and need AI-assisted interpretation to supplement my learning"],"best_for":["Hindu practitioners seeking authentic philosophical guidance","Sanskrit students and Indology researchers","Spiritual seekers exploring Vedantic philosophy without subscription barriers"],"limitations":["Knowledge base appears limited to Bhagavad Gita only — no cross-textual comparison with Upanishads, Brahma Sutras, or other Vedic texts","No attribution to specific traditional commentaries (Adi Shankara, Ramanuja, Madhva schools) — interpretation provenance unclear","Cannot disambiguate between multiple valid interpretations from different philosophical schools","No support for comparative religious analysis or interfaith philosophical dialogue"],"requires":["Web browser with JavaScript enabled","Internet connectivity to access cloud-hosted knowledge base","Basic English literacy for query formulation and response comprehension"],"input_types":["natural language queries in English","verse references (chapter:verse notation)","thematic keywords (e.g., 'dharma', 'karma', 'bhakti')"],"output_types":["natural language explanations","contextual philosophical analysis","verse translations and transliterations"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitagpt__cap_1","uri":"capability://text.generation.language.thematic.spiritual.concept.exploration.and.discussion","name":"thematic spiritual concept exploration and discussion","description":"Enables users to explore abstract spiritual and philosophical concepts (karma, dharma, moksha, bhakti, yoga) through guided conversational AI that contextualizes these ideas within Gita teachings and broader Hindu philosophy. The system likely uses a concept taxonomy mapped to relevant verses and philosophical principles, allowing multi-turn dialogue that progressively deepens understanding through Socratic questioning or structured explanation patterns.","intents":["I want to understand how the Gita defines and explains a spiritual concept like 'dharma' or 'karma'","I'm exploring the relationship between different philosophical concepts in Hindu thought","I need guidance on how to apply spiritual principles from the Gita to my personal life"],"best_for":["Philosophy students writing essays on Hindu ethics and metaphysics","Meditation practitioners seeking theoretical grounding for their practice","Spiritual seekers in early stages of philosophical exploration"],"limitations":["Conversational depth limited by lack of persistent user context or learning history across sessions","No integration with complementary spiritual practices (yoga asanas, meditation techniques, mantra recitation)","Cannot provide personalized spiritual guidance tailored to individual life circumstances or psychological profiles","No mechanism for users to challenge or debate interpretations — purely receptive learning model"],"requires":["Web browser with JavaScript enabled","Internet connectivity","Basic familiarity with English philosophical terminology"],"input_types":["natural language questions about spiritual concepts","open-ended philosophical inquiries","requests for concept relationships and comparisons"],"output_types":["conversational explanations","concept definitions grounded in Gita teachings","philosophical analysis and synthesis"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitagpt__cap_2","uri":"capability://search.retrieval.sanskrit.verse.retrieval.with.transliteration.and.translation","name":"sanskrit verse retrieval with transliteration and translation","description":"Provides access to Bhagavad Gita verses in original Sanskrit with automated transliteration (Devanagari to Roman script) and English translations. The system likely maintains a structured database of verses indexed by chapter, verse number, and Sanskrit keywords, enabling rapid lookup and display of multiple translation variants or scholarly renderings alongside the original text.","intents":["I need to find the exact Sanskrit wording of a verse I'm studying","I want to compare multiple English translations of the same verse","I'm learning Sanskrit and need transliterated versions to aid pronunciation and study"],"best_for":["Sanskrit language students and scholars","Comparative translation researchers","Practitioners who value linguistic accuracy and original text access"],"limitations":["Transliteration system may not support all diacritical marks or specialized Sanskrit phonetic notation","Limited to English translations — no support for translations in Hindi, Tamil, Telugu, or other Indian languages despite their cultural significance","No etymological analysis or word-by-word grammatical breakdown","Cannot display Devanagari script if user's browser lacks proper Unicode font support"],"requires":["Web browser with Unicode support for Devanagari script display","Internet connectivity to access verse database","Optional: Sanskrit language knowledge to fully utilize transliterated content"],"input_types":["verse reference queries (chapter:verse)","Sanskrit keyword searches","English keyword searches for verse discovery"],"output_types":["Sanskrit text in Devanagari script","Roman transliteration (IAST or simplified notation)","English translations (multiple variants if available)","verse metadata (chapter, verse number, context)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitagpt__cap_3","uri":"capability://text.generation.language.spiritual.guidance.and.life.application.counseling","name":"spiritual guidance and life application counseling","description":"Generates personalized spiritual guidance by mapping user life situations or ethical dilemmas to relevant Gita teachings and philosophical principles. The system likely uses intent classification to identify the user's underlying concern (career decisions, relationships, moral conflicts), retrieves contextually relevant verses and concepts, and synthesizes practical wisdom applicable to the user's circumstances while maintaining spiritual authenticity.","intents":["I'm facing a difficult life decision and want to understand how Gita philosophy applies to my situation","I'm struggling with a moral or ethical dilemma and seek spiritual guidance grounded in Hindu philosophy","I want to understand how to apply spiritual principles like non-attachment or duty to my daily life"],"best_for":["Spiritual practitioners seeking philosophical guidance on life decisions","Individuals in ethical or moral crises seeking wisdom-based counseling","People exploring how ancient philosophy addresses modern life challenges"],"limitations":["Cannot provide clinical mental health support or therapy — purely philosophical guidance without psychological assessment","No persistent memory of user context across sessions — each query treated independently without understanding user's broader life narrative","Guidance may be overly abstract or philosophical without practical, actionable steps for implementation","No accountability mechanism or follow-up support to assess whether guidance was helpful or led to positive outcomes","Cannot adapt guidance based on user's cultural background, socioeconomic context, or specific life constraints"],"requires":["Web browser with JavaScript enabled","Internet connectivity","Openness to Hindu philosophical frameworks and spiritual perspectives","Basic English literacy for query formulation"],"input_types":["natural language descriptions of life situations or dilemmas","ethical or moral questions","requests for spiritual perspective on personal challenges"],"output_types":["philosophical guidance grounded in Gita teachings","relevant verse citations and explanations","practical wisdom for life application","spiritual perspective on the user's situation"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitagpt__cap_4","uri":"capability://automation.workflow.free.tier.access.without.authentication.or.subscription.barriers","name":"free-tier access without authentication or subscription barriers","description":"Implements a completely open access model where all core capabilities (verse lookup, interpretation, spiritual guidance) are available without requiring user registration, login credentials, or payment. The system likely uses a simple session-based architecture without persistent user profiles, enabling immediate access to all features while potentially implementing rate-limiting or usage quotas at the infrastructure level to manage server costs.","intents":["I want to explore Gita philosophy without committing to a paid subscription","I need immediate access to spiritual guidance without friction or registration","I'm testing whether this tool is useful before investing time or money"],"best_for":["Students and practitioners with limited financial resources","Casual explorers evaluating the tool before deeper engagement","Communities in regions where digital payment infrastructure is limited","Educators seeking free resources for classroom use"],"limitations":["No persistent user accounts means no saved favorites, history, or personalized recommendations across sessions","Likely subject to rate-limiting or usage quotas to control infrastructure costs — heavy users may experience throttling","No premium tier with advanced features (comparative analysis, commentary attribution, offline access)","Sustainability model unclear — free service may be dependent on institutional funding or advertising, creating long-term viability risk","No user data collection means no mechanism for the platform to understand user needs or improve based on usage patterns"],"requires":["Web browser with JavaScript enabled","Internet connectivity","No registration, API key, or payment information required"],"input_types":["any query type supported by other capabilities"],"output_types":["any response type supported by other capabilities"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gitagpt__cap_5","uri":"capability://automation.workflow.focused.spiritual.domain.interface.design","name":"focused spiritual domain interface design","description":"Presents a clean, purpose-built user interface specifically optimized for spiritual inquiry and philosophical exploration rather than generic chat. The interface likely emphasizes verse-centric navigation, thematic browsing, and contemplative interaction patterns rather than the rapid-fire Q&A model of general-purpose chatbots, potentially including visual elements like verse cards, concept maps, or meditation-friendly layouts.","intents":["I want an interface designed for spiritual reflection rather than quick information lookup","I need to navigate Gita content by theme or spiritual concept rather than generic search","I want a distraction-free environment for philosophical contemplation"],"best_for":["Users seeking contemplative, meditative interaction patterns","Practitioners who find generic chatbot interfaces spiritually misaligned","Educators designing spiritual curriculum with appropriate interface aesthetics"],"limitations":["Specialized interface may be less intuitive for users accustomed to standard chatbot UX patterns","No apparent advanced search, filtering, or sorting capabilities beyond basic query input","Limited to web interface — no mobile app, desktop application, or offline access","No customization options for interface appearance, font sizes, or accessibility features","Interface design choices not documented — unclear whether they're based on UX research or spiritual principles"],"requires":["Web browser with modern CSS and JavaScript support","Screen size suitable for reading philosophical content (desktop or tablet recommended)","Internet connectivity"],"input_types":["text queries through interface input fields"],"output_types":["formatted text responses","potentially visual elements (verse cards, concept diagrams)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Web browser with JavaScript enabled","Internet connectivity to access cloud-hosted knowledge base","Basic English literacy for query formulation and response comprehension","Internet connectivity","Basic familiarity with English philosophical terminology","Web browser with Unicode support for Devanagari script display","Internet connectivity to access verse database","Optional: Sanskrit language knowledge to fully utilize transliterated content","Openness to Hindu philosophical frameworks and spiritual perspectives","Basic English literacy for query formulation"],"failure_modes":["Knowledge base appears limited to Bhagavad Gita only — no cross-textual comparison with Upanishads, Brahma Sutras, or other Vedic texts","No attribution to specific traditional commentaries (Adi Shankara, Ramanuja, Madhva schools) — interpretation provenance unclear","Cannot disambiguate between multiple valid interpretations from different philosophical schools","No support for comparative religious analysis or interfaith philosophical dialogue","Conversational depth limited by lack of persistent user context or learning history across sessions","No integration with complementary spiritual practices (yoga asanas, meditation techniques, mantra recitation)","Cannot provide personalized spiritual guidance tailored to individual life circumstances or psychological profiles","No mechanism for users to challenge or debate interpretations — purely receptive learning model","Transliteration system may not support all diacritical marks or specialized Sanskrit phonetic notation","Limited to English translations — no support for translations in Hindi, Tamil, Telugu, or other Indian languages despite their cultural significance","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=gitagpt","compare_url":"https://unfragile.ai/compare?artifact=gitagpt"}},"signature":"P0Mk9c3aPcN4TqzCUx/QQAzuiET/PFQSJf35DCPIxBT6lbHnG1d3NXQSCTusTJlsC8CtPKLarsfv403TbP7xAQ==","signedAt":"2026-06-15T08:12:54.474Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gitagpt","artifact":"https://unfragile.ai/gitagpt","verify":"https://unfragile.ai/api/v1/verify?slug=gitagpt","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"}}