v0.7.0
AIEraDev/Clyprav0.7.0Oct 16, 2026by Pringled
Upgrading?
AI Summary
A major performance update that optimizes indexing and querying, upgrades the MCP SDK, and adds new CLI utilities.
Key Highlights
- Store BM25 postings as numpy arrays
- Speed up warm queries
- Upgrade to MCP SDK 2.x
- Parallelize chunking
- Add file-types command
New Features
- Store BM25 postings as numpy arrays
- Parallelize chunking
- Batch embeddings and upgrade model2vec
- Add file-types command
Full Release Notes
## What's Changed * feat: Store BM25 postings as numpy arrays by @Pringled in https://github.com/MinishLab/semble/pull/284 * chore: Speed up warm queries by @Pringled in https://github.com/MinishLab/semble/pull/285 * chore: Walk files with os.scandir by @Pringled in https://github.com/MinishLab/semble/pull/286 * fix: Use bare MCP tool names in agent instructions by @Pringled in https://github.com/MinishLab/semble/pull/289 * chore: Upgrade to MCP SDK 2.x by @Pringled in https://github.com/MinishLab/semble/pull/294 * feat: Parallelize chunking by @Pringled in https://github.com/MinishLab/semble/pull/295 * feat: Batch embeddings, upgrade model2vec by @Pringled in https://github.com/MinishLab/semble/pull/298 * feat: Add file-types command by @Pringled in https://github.com/MinishLab/semble/pull/299 **Full Changelog**: https://github.com/MinishLab/semble/compare/v0.6.2...v0.7.0
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