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Add production-ready storage and query layers #31

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AdaWorldAPI wants to merge 1 commit intomainfrom
feature/production-substrate
Open

Add production-ready storage and query layers #31
AdaWorldAPI wants to merge 1 commit intomainfrom
feature/production-substrate

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@AdaWorldAPI
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Storage (1960 lines total):

  • src/storage/lance.rs (524 lines) - LanceDB substrate with:

    • Columnar storage for thoughts, edges, fingerprints
    • 10K-bit fingerprint support (1250 bytes)
    • Vector ANN index creation
    • Async batch operations
  • src/storage/database.rs (361 lines) - Unified API with:

    • SQL execution via DataFusion
    • Cypher execution via transpilation
    • Hamming resonance search
    • Vector similarity search
    • Counterfactual fork/propagate/diff

Query (1063 lines total):

  • src/query/sql.rs (403 lines) - DataFusion integration with:

    • Custom UDFs: hamming_similarity, nars_deduction, nars_revision, vsa_bind
    • Lance table registration
    • Arrow batch processing
  • src/query/cypher.rs (636 lines) - Cypher transpiler with:

    • MATCH pattern parsing (node-edge-node)
    • WHERE, RETURN, ORDER BY, LIMIT
    • Variable-length paths via recursive CTEs
    • Automatic alias generation

This completes the production-ready substrate for ladybug-rs.
All future variants can build on this without redesign.

Storage (1960 lines total):
- src/storage/lance.rs (524 lines) - LanceDB substrate with:
  - Columnar storage for thoughts, edges, fingerprints
  - 10K-bit fingerprint support (1250 bytes)
  - Vector ANN index creation
  - Async batch operations
  
- src/storage/database.rs (361 lines) - Unified API with:
  - SQL execution via DataFusion
  - Cypher execution via transpilation
  - Hamming resonance search
  - Vector similarity search
  - Counterfactual fork/propagate/diff
  
Query (1063 lines total):
- src/query/sql.rs (403 lines) - DataFusion integration with:
  - Custom UDFs: hamming_similarity, nars_deduction, nars_revision, vsa_bind
  - Lance table registration
  - Arrow batch processing
  
- src/query/cypher.rs (636 lines) - Cypher transpiler with:
  - MATCH pattern parsing (node-edge-node)
  - WHERE, RETURN, ORDER BY, LIMIT
  - Variable-length paths via recursive CTEs
  - Automatic alias generation

This completes the production-ready substrate for ladybug-rs.
All future variants can build on this without redesign.
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