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feat: Add vector embeddings for core memory semantic search
- Add memory_chunks table for storing chunked content with embeddings - Create Python embedder script (memory_embedder.py) using CodexLens fastembed - Add TypeScript bridge (memory-embedder-bridge.ts) for Python interop - Implement content chunking with paragraph/sentence-aware splitting - Add vectorSimilarity dimension to clustering (weight 0.3) - New CLI commands: ccw memory embed, search, embed-status - Extend core-memory MCP tool with embed/search/embed_status operations Clustering improvement: max relevance 0.388 → 0.809 (+109%) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -181,19 +181,24 @@ export function run(argv: string[]): void {
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program
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.command('memory [subcommand] [args...]')
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.description('Memory module for context tracking and prompt optimization')
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.option('--type <type>', 'Entity type: file, module, topic')
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.option('--type <type>', 'Entity type: file, module, topic (track) OR source type: core_memory, workflow, cli_history (search)')
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.option('--action <action>', 'Action: read, write, mention')
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.option('--value <value>', 'Entity value (file path, etc.)')
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.option('--session <session>', 'Session ID')
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.option('--stdin', 'Read input from stdin (for Claude Code hooks)')
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.option('--source <source>', 'Import source: history, sessions, all', 'all')
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.option('--project <project>', 'Project name filter')
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.option('--limit <n>', 'Number of results', '20')
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.option('--limit <n>', 'Number of results (prompt search)', '20')
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.option('--sort <field>', 'Sort by: heat, reads, writes', 'heat')
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.option('--json', 'Output as JSON')
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.option('--context <text>', 'Current task context')
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.option('--older-than <age>', 'Age threshold for pruning', '30d')
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.option('--dry-run', 'Preview without deleting')
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.option('--id <id>', 'Memory/session ID (for embed command)')
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.option('--force', 'Force re-embed all chunks')
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.option('--batch-size <n>', 'Batch size for embedding', '8')
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.option('--top-k <n>', 'Number of semantic search results', '10')
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.option('--min-score <f>', 'Minimum similarity score for semantic search', '0.5')
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.action((subcommand, args, options) => memoryCommand(subcommand, args, options));
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// Core Memory command
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