{"icp":"Organizations and developers looking to implement reliable AI outputs in their applications.","faqs":[{"answer":".txt provides structured generation capabilities for large language models, making their outputs predictable and reliable.","question":"What does .txt do?"},{"answer":"Developers and organizations looking to integrate LLMs into their software systems can benefit from .txt's structured outputs.","question":"Who can benefit from .txt's products?"},{"answer":"dotjson can be used for agent protocols, information extraction, annotation, synthetic data, and function calling.","question":"What are the use cases for dotjson?"},{"answer":"Yes, .txt offers solutions that empower rapid deployment and scaling of large language models on your VPC.","question":"Is there a hosted solution available?"},{"answer":"dotjson, dotregex, and dotgrammar are available with APIs for Python, C, C++, and Rust.","question":"What programming languages are supported?"}],"pricing":{"price_model":"unknown","price_notes":"Pricing details are not provided on the website.","has_free_tier":false,"starting_price":null},"version":"1.0","category":"AI Development Tools","features":["High-performance libraries for structured outputs","Support for JSON Schema","Support for regular expressions","Support for predefined grammars","Integration capabilities for software systems"],"verified":false,"offerings":[{"name":"dotjson","type":"product_line","description":"A high-performance library for constraining LLM output to match a predefined JSON Schema."},{"name":"dotregex","type":"product_line","description":"A high-performance library for constraining LLM output to match a predefined regular expression."},{"name":"dotgrammar","type":"product_line","description":"A high-performance library for constraining LLM output to match a predefined grammar in EBNF, tree-sitter, or Lark format."}],"brand_name":".txt","schema_url":"https://useharbor.io/brands/txt/harbor.json","enriched_at":"2025-12-02T05:01:24.385Z","company_info":{"hq_location":null,"founded_year":null,"employee_band":"unknown","industry_tags":["AI","Software Development","Machine Learning"]},"generated_at":"2025-12-02T05:01:24.385Z","integrations":["AWS Marketplace"],"one_line_summary":"Structured outputs for production LLMs.","short_description":".txt specializes in making large language models (LLMs) predictable and production-ready by providing structured generation capabilities. Their solutions enable seamless integration of LLMs into software systems, ensuring reliable outputs that adhere to defined schemas.","enrichment_version":"1.0","visibility_scoring":{"score_rationale":"The brand clearly communicates its purpose and offerings, but lacks specific company details and a comprehensive FAQ section.","brand_clarity_0_25":20,"structure_for_ai_0_20":15,"trust_and_basics_0_20":10,"offerings_clarity_0_25":20,"breadth_of_coverage_0_10":8,"total_visibility_score_0_100":73}}