{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_aws-docs-gpt","slug":"aws-docs-gpt","name":"AWS Docs GPT","type":"product","url":"https://www.awsdocsgpt.com","page_url":"https://unfragile.ai/aws-docs-gpt","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_aws-docs-gpt__cap_0","uri":"capability://search.conversational.aws.documentation.search","name":"conversational-aws-documentation-search","description":"Enables natural language querying of AWS documentation through a chat interface rather than traditional keyword search. Users can ask questions in plain English and receive contextually relevant answers from official AWS docs.","intents":["I need to quickly find information about an AWS service without navigating the official docs","I want to ask follow-up questions to clarify AWS concepts","I need to understand how to use a specific AWS feature"],"best_for":["AWS developers","DevOps engineers","Cloud architects working with AWS","Individual developers and small teams"],"limitations":["Occasionally generates hallucinated AWS details that don't exist in official documentation","Limited to AWS documentation scope only","Cannot provide architectural guidance requiring multi-cloud context","Cannot compare AWS services with competitor offerings"],"requires":["Internet connection","AWS documentation knowledge baseline to verify answers"],"input_types":["natural language text queries"],"output_types":["natural language text responses"],"categories":["search","documentation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aws-docs-gpt__cap_1","uri":"capability://code.generation.rapid.aws.implementation.detail.retrieval","name":"rapid-aws-implementation-detail-retrieval","description":"Quickly surfaces specific implementation details like IAM policy syntax, CLI command examples, and CloudFormation templates from AWS documentation. Reduces the number of searches needed to find working code examples.","intents":["I need the exact syntax for an IAM policy for a specific use case","I need a working CloudFormation template example","I need the correct CLI command syntax for an AWS operation","I need to find code examples for implementing a feature"],"best_for":["Developers writing infrastructure-as-code","DevOps engineers configuring AWS services","Developers implementing AWS integrations"],"limitations":["Examples are sourced only from official AWS documentation","May not include community best practices or optimizations","Requires verification against official docs for production use"],"requires":["Knowledge of what implementation detail is needed","Access to AWS Docs GPT service"],"input_types":["natural language queries describing implementation needs"],"output_types":["code snippets","policy documents","command examples","configuration templates"],"categories":["code-generation","documentation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aws-docs-gpt__cap_2","uri":"capability://decision.support.aws.service.option.comparison","name":"aws-service-option-comparison","description":"Compares different AWS services and their capabilities by querying documentation to help users understand when to use one service over another. Provides side-by-side capability and use case information.","intents":["Should I use DynamoDB or RDS for my use case?","What's the difference between these two AWS services?","Which AWS service is best for my specific requirement?"],"best_for":["Developers evaluating AWS service options","Architects making technology decisions","Teams planning AWS infrastructure"],"limitations":["Comparisons limited to AWS services only","Cannot compare AWS with competitor cloud providers","May not include cost-benefit analysis","Occasional hallucinations require verification"],"requires":["Understanding of the problem domain","Ability to verify recommendations against official documentation"],"input_types":["natural language comparison queries"],"output_types":["comparative analysis text","capability summaries","use case recommendations"],"categories":["decision-support","documentation","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aws-docs-gpt__cap_3","uri":"capability://conversation.context.preserving.follow.up.questioning","name":"context-preserving-follow-up-questioning","description":"Maintains conversation context across multiple turns, allowing users to ask follow-up questions and request clarifications without re-stating the original query. Enables iterative refinement of answers.","intents":["I need to ask a follow-up question about the previous answer","Can you clarify what you just said?","Tell me more about a specific part of your answer"],"best_for":["Users exploring complex AWS topics","Developers needing deep understanding of features","Teams collaborating on AWS decisions"],"limitations":["Context is maintained only within a single conversation session","Very long conversations may lose earlier context","Hallucinations can compound across multiple turns"],"requires":["Ability to maintain a conversation session","Clear follow-up questions"],"input_types":["natural language follow-up queries"],"output_types":["clarified natural language responses"],"categories":["conversation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aws-docs-gpt__cap_4","uri":"capability://pricing.zero.cost.unlimited.documentation.access","name":"zero-cost-unlimited-documentation-access","description":"Provides unlimited access to AI-powered AWS documentation search without rate limiting, cost, or usage restrictions. Eliminates friction for individual developers and small teams.","intents":["I need to search AWS docs but don't want to pay for a tool","I need unlimited access without worrying about hitting rate limits","I want to use this tool frequently without cost concerns"],"best_for":["Individual developers","Small teams with limited budgets","Developers wanting to try AI-assisted documentation search"],"limitations":["Free tier may have lower priority than paid services","Service availability not guaranteed with SLA","No premium features or priority support"],"requires":["Internet connection","AWS Docs GPT account"],"input_types":["user queries"],"output_types":["search results and responses"],"categories":["pricing","accessibility"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["Internet connection","AWS documentation knowledge baseline to verify answers","Knowledge of what implementation detail is needed","Access to AWS Docs GPT service","Understanding of the problem domain","Ability to verify recommendations against official documentation","Ability to maintain a conversation session","Clear follow-up questions","AWS Docs GPT account"],"failure_modes":["Occasionally generates hallucinated AWS details that don't exist in official documentation","Limited to AWS documentation scope only","Cannot provide architectural guidance requiring multi-cloud context","Cannot compare AWS services with competitor offerings","Examples are sourced only from official AWS documentation","May not include community best practices or optimizations","Requires verification against official docs for production use","Comparisons limited to AWS services only","Cannot compare AWS with competitor cloud providers","May not include cost-benefit analysis","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.43333333333333335,"quality":0.81,"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":"2026-05-24T12:16:29.134Z","last_scraped_at":"2026-04-05T13:23:42.537Z","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=aws-docs-gpt","compare_url":"https://unfragile.ai/compare?artifact=aws-docs-gpt"}},"signature":"LwQ4d8CsLuyeNwXjY7ObIbCmPGpcusUTBjA1WbpjNGf4o9zoOiUGOSU8LyFIrP4wwY9IIMip0nbn5qL/5M/XDQ==","signedAt":"2026-06-22T15:22:43.965Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aws-docs-gpt","artifact":"https://unfragile.ai/aws-docs-gpt","verify":"https://unfragile.ai/api/v1/verify?slug=aws-docs-gpt","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"}}