docs-guide

The system fetches official documentation using llms.txt-first retrieval and official-source fallbacks. It prioritizes version-aware references with in-context citations and explicit source URLs, summarizing relevant sections without hallucination.

LLMs.txt-first retrieval is an approach that prioritizes fetching official documentation through llms.txt files before using official-source fallbacks. It ensures version-aware references and source-backed explanations for setup and API usage tasks.

Yes, the system summarizes relevant sections of official documentation tailored to API usage, setup, and migration tasks. It uses llms.txt-first retrieval to provide source-backed explanations with in-context citations and explicit source URLs.

Yes, if the requested official docs cannot be confirmed, the system reports uncertainty and cites the best available source. It prioritizes official sources and version-aware references to avoid hallucination when explaining library or framework documentation.

Find migration guides by requesting official documentation for the specific library or framework. The system locates, verifies, and summarizes official sources using llms.txt-first retrieval, providing version-aware context tailored to migration tasks.

You need version-aware references when seeking official documentation for specific library or framework versions to ensure accurate API usage and migration. The system provides explicit source URLs and in-context citations to verify the retrieved documentation.