knowledge-qa

To automate topic research, the system executes 3-5 parallel searches across concepts, practices, and details, extracts core information, and compiles a structured knowledge guide with FAQs and references into a single document.

Consolidating multi-angle search results into one knowledge document requires analyzing aggregated search outputs to extract core concepts and workflows. It updates existing documents when available to avoid duplication, otherwise creating a new file in the docs/temp directory.

Yes, you can update existing documentation automatically. The system prioritizes updating current documents with newly extracted core concepts and FAQs to prevent duplication, ensuring a single, continuously refined knowledge document per topic.

Performing parallel searches for concepts, practices, and details executes 3-5 concurrent queries simultaneously. It analyzes the combined results to extract workflows and references, producing a comprehensive knowledge base stored in docs/temp.

Generated knowledge notes and research guides are stored in the docs/temp directory. This ensures a single document per topic is created with minimal duplication, making the structured knowledge output readily available for subsequent use.