lightonai/next-plaid
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
Multi-vector embeddings preserve rich code structure by maintaining ~300 vectors per function (capturing signature, docstring, parameters, calls) and ranking via MaxSim token matching, avoiding the lossy single-embedding approach. Tree-sitter parses code into structured units, LateOn-Code-edge generates CPU-friendly embeddings, and NextPlaid indexes them with 2-4 bit quantization and memory-mapped storage for low-footprint local search. Integrates directly with Claude Code, OpenCode, and Codex agents via CLI hooks, plus exposes a REST API for Python clients and custom retrieval workflows.
210 stars and 280 monthly downloads.
Stars
210
Forks
23
Language
Rust
License
Apache-2.0
Category
Last pushed
Mar 10, 2026
Monthly downloads
280
Commits (30d)
0
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