{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_enhancedocs","slug":"enhancedocs","name":"EnhanceDocs","type":"webapp","url":"https://www.enhancedocs.com","page_url":"https://unfragile.ai/enhancedocs","categories":["research-search"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_enhancedocs__cap_0","uri":"capability://search.semantic.documentation.search","name":"semantic-documentation-search","description":"Searches documentation using natural language understanding rather than keyword matching. Understands user intent and context to surface relevant documentation sections even when exact keywords don't match.","intents":["Find documentation answers without knowing exact terminology","Search documentation using conversational language","Discover relevant docs based on what I'm trying to accomplish"],"best_for":["developers","technical teams","documentation consumers"],"limitations":["Requires indexed documentation to be comprehensive","Search quality depends on documentation quality and completeness"],"requires":["indexed documentation corpus","AI model for semantic understanding"],"input_types":["natural language text query"],"output_types":["ranked documentation sections","relevance scores"],"categories":["search","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_1","uri":"capability://search.conversational.documentation.interface","name":"conversational-documentation-interface","description":"Provides a chat-like interface for asking questions about documentation. Users can ask follow-up questions and have multi-turn conversations to explore documentation topics.","intents":["Ask questions about documentation in natural language","Have a conversation to understand complex documentation topics","Get clarification on documentation through follow-up questions"],"best_for":["developers seeking quick answers","teams with complex documentation","users preferring conversational interaction"],"limitations":["Responses limited by indexed documentation content","May hallucinate if documentation is incomplete"],"requires":["indexed documentation","conversational AI model","context management system"],"input_types":["natural language questions","conversation history"],"output_types":["natural language responses","documentation references"],"categories":["search","documentation","ai-chat"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_2","uri":"capability://documentation.documentation.indexing.and.ingestion","name":"documentation-indexing-and-ingestion","description":"Processes and indexes documentation from various sources into a searchable format. Handles parsing, embedding generation, and storage for semantic search capabilities.","intents":["Index my documentation for AI-powered search","Keep documentation index up-to-date with changes","Support multiple documentation formats and sources"],"best_for":["documentation maintainers","technical teams","DevOps engineers"],"limitations":["Requires manual setup and configuration","Self-hosting requires infrastructure management"],"requires":["documentation source files","indexing infrastructure","embedding model"],"input_types":["markdown files","documentation pages","API documentation"],"output_types":["indexed embeddings","searchable index"],"categories":["documentation","data-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_3","uri":"capability://deployment.self.hosted.deployment","name":"self-hosted-deployment","description":"Enables teams to deploy EnhanceDocs on their own infrastructure. Provides open-source codebase and deployment tools for complete data control and customization.","intents":["Deploy documentation search without relying on cloud providers","Keep documentation data within our infrastructure","Customize the search experience for our specific needs"],"best_for":["enterprises with data residency requirements","teams with DevOps capability","organizations avoiding vendor lock-in"],"limitations":["Requires DevOps expertise and infrastructure management","Slower feature updates than proprietary alternatives"],"requires":["infrastructure (servers/containers)","DevOps knowledge","open-source codebase access"],"input_types":["deployment configuration","infrastructure resources"],"output_types":["running EnhanceDocs instance","deployment artifacts"],"categories":["deployment","infrastructure"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_4","uri":"capability://analytics.documentation.analytics.and.insights","name":"documentation-analytics-and-insights","description":"Tracks search queries, user behavior, and documentation usage patterns. Provides insights into which documentation is accessed most and what users are searching for.","intents":["Understand which documentation sections users need most","Identify gaps in documentation based on search patterns","Improve documentation based on user search behavior"],"best_for":["documentation teams","product managers","technical writers"],"limitations":["Analytics quality depends on search volume","May require privacy considerations for data collection"],"requires":["search query logging","analytics infrastructure"],"input_types":["search queries","user interactions"],"output_types":["usage reports","search trend data","analytics dashboards"],"categories":["analytics","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_5","uri":"capability://search.multi.source.documentation.aggregation","name":"multi-source-documentation-aggregation","description":"Indexes and searches across multiple documentation sources simultaneously. Allows unified search across different documentation sets, APIs, and knowledge bases.","intents":["Search across multiple documentation sources at once","Find answers across different product documentation","Maintain a unified search experience for complex documentation ecosystems"],"best_for":["organizations with multiple products","teams with distributed documentation","enterprises with complex doc structures"],"limitations":["Requires configuration for each documentation source","May be slower with very large documentation sets"],"requires":["multiple documentation sources","source connectors","unified indexing"],"input_types":["multiple documentation sources","source configurations"],"output_types":["unified search results","cross-source references"],"categories":["search","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_6","uri":"capability://documentation.documentation.version.management","name":"documentation-version-management","description":"Manages and searches across multiple versions of documentation. Allows users to search within specific documentation versions or across version history.","intents":["Search documentation for a specific product version","Find differences between documentation versions","Access historical documentation for older versions"],"best_for":["teams with multiple product versions","projects with long maintenance cycles","documentation teams"],"limitations":["Requires version tracking and management","May increase index size significantly"],"requires":["versioned documentation sources","version tracking system"],"input_types":["versioned documentation","version identifiers"],"output_types":["version-specific search results","version comparison data"],"categories":["documentation","version-control"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_enhancedocs__cap_7","uri":"capability://ai.custom.ai.model.integration","name":"custom-ai-model-integration","description":"Allows integration of custom or alternative AI models for semantic search and conversational capabilities. Supports different embedding models and language models.","intents":["Use our preferred AI model for documentation search","Optimize search performance with specialized models","Maintain compatibility with our existing AI infrastructure"],"best_for":["teams with AI expertise","organizations with specific model requirements","enterprises with custom AI stacks"],"limitations":["Requires technical knowledge of AI models","Model compatibility must be verified"],"requires":["AI model integration capability","model compatibility","technical expertise"],"input_types":["model configurations","model parameters"],"output_types":["integrated search capabilities","custom model embeddings"],"categories":["ai","customization"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["indexed documentation corpus","AI model for semantic understanding","indexed documentation","conversational AI model","context management system","documentation source files","indexing infrastructure","embedding model","infrastructure (servers/containers)","DevOps knowledge"],"failure_modes":["Requires indexed documentation to be comprehensive","Search quality depends on documentation quality and completeness","Responses limited by indexed documentation content","May hallucinate if documentation is incomplete","Requires manual setup and configuration","Self-hosting requires infrastructure management","Requires DevOps expertise and infrastructure management","Slower feature updates than proprietary alternatives","Analytics quality depends on search volume","May require privacy considerations for data collection","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:30.284Z","last_scraped_at":"2026-04-05T13:23:42.548Z","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=enhancedocs","compare_url":"https://unfragile.ai/compare?artifact=enhancedocs"}},"signature":"nyt6/FPiWzle47Ijo46w7q9yYPVSEg9TU4YF5jwRp6YufEfEpjpuh4y2UpzYPOpT/EkYnsBrXnhwLq2fXMamCg==","signedAt":"2026-06-19T20:47:46.170Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/enhancedocs","artifact":"https://unfragile.ai/enhancedocs","verify":"https://unfragile.ai/api/v1/verify?slug=enhancedocs","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"}}