01Augmenting AI assistants (Claude Code, Claude Desktop, OpenAI Codex) with local, context-specific knowledge.
02Creating a searchable personal knowledge base from local documents, notes, and web content.
03Indexing and searching past AI conversation histories to find solutions, code snippets, and track project history.