lightonai/next-plaid
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 17 days ago, with 21 contributors on GitHub.
Gained 31% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a multi-vector search engine and semantic code search tool combining regex filtering with semantic ranking for local codebases.
- Enables highly accurate, incremental, and memory-efficient multi-vector search with built-in ONNX encoding and CPU-optimized indexing without external servers.
- Use for performing semantic code searches locally in large codebases with automatic incremental indexing and regex filtering.
- Use for building custom multi-vector search applications with a REST API supporting incremental updates and metadata pre-filtering.
- Use for integrating semantic search capabilities into coding agents via CLI tools and agent-specific plugins like Claude Code and OpenCode.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
NextPlaid is a multi-vector search engine. ColGREP is semantic code search, built on it.
Semantic code search for your terminal and your coding agents. Searches combine regex filtering with semantic ranking. All local, your code never leaves your machine.
That's it. No server, no API, no dependencies. ColGREP is a single Rust binary with everything baked in.
colgrep initbuilds the index for the first time. After that, every search detects file changes and updates the index automatically before returning results.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
68+9
Open issues
32+6
Compared with peers in CLI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| mattpocock/skills | 315.4K | +8.7K | 35 | 7 days ago |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| obra/superpowers | 313.1K | +4.5K | 53 | 2 days ago |
| Panniantong/Agent-Reach | 109.3K | +3.0K | 60 | 4 days ago |
| lightonai/next-plaid | 605 | — | 50 | 17 days ago |
| Category median | 116.8K | +6.6K | 40 | — |
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