perplexity-research

To surface new information during web research, you can query a service like Perplexity and compare it against existing brain context. This returns a delta highlighting updates and new evidence with verifiable citations.

Citation-backed web research works by querying Perplexity using your existing brain_context_slugs, then synthesizing the findings into structured pages. The output highlights state changes and includes multi-page citations for every claim.

To generate structured research pages with citations, you need a Perplexity API key and brain_context_slugs. The process outputs pages under a research directory featuring YAML frontmatter, sections, and citations.

Yes, you can use this approach for ongoing topic monitoring and entity enrichment. It performs state-change detection for dynamic topics by continuously aligning brain knowledge with the current web state.

To format web research outputs into structured brain pages, the system generates files under a research directory. These files include YAML frontmatter, structured sections, and citations while adhering to integration rules.

The limitations of using Perplexity for brain-augmented web research include the requirement of a valid API key and specific brain_context_slugs. Without these prerequisites, the system cannot align existing knowledge or generate structured output pages.