Your Visual Code Encyclopedia

Transform any codebase into a navigable knowledge graph. Understand architecture through semantic exploration.

Navigate Code. Understand Context.

Lost in unfamiliar code costs hours. Viki maps the connections—structure, meaning, and intent—so you can navigate with confidence.

Code as connected concepts, not scattered files. AST parsing extracts structure while embeddings capture meaning. Navigate by intent.

Every function and module summarized with business context. Not “this loops through X”—but what it actually does and why it matters.

Search by concept, not keywords. Vector similarity finds related code across your entire codebase in milliseconds.

Point Viki at any Git repository. We handle the parsing, indexing, and graph generation automatically.

Local or remote, any Git repo works. We clone and index without touching your workflow or requiring any configuration.

Tree-sitter extracts AST nodes. LLMs generate semantic summaries. pgvector indexes embeddings for instant retrieval.

Drill down from high-level architecture to implementation details. Click through nodes to navigate the semantic hierarchy.

Whether you’re diving into legacy code or helping a new hire get up to speed, Viki accelerates understanding.

Understand unfamiliar codebases in minutes. Jump into any project—open source, client work, or inherited systems—with confidence.

Share architectural knowledge without relying on tribal expertise. Keep documentation that actually stays current with the code.

Get developers productive on day one. Visual navigation beats reading outdated wikis or interrupting senior engineers.

Be the first to know when Viki launches. Get early access and product updates.