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v0.7.0

qdm12/dnsv0.7.0Oct 16, 2026by Pringled

Upgrading?

What changed from rea-agents-6.5.0 → v0.7.0?What's new in rea-agents-6.6.0 after v0.7.0?

AI Summary

This major version introduces significant performance optimizations, architectural upgrades to the SDK, and new CLI commands.

Key Highlights

  • Upgrade to MCP SDK 2.x for improved compatibility and features.
  • Significant performance gains through parallel chunking and batch embeddings.
  • New `file-types` command added to the CLI.
  • Optimized BM25 storage using numpy arrays and faster warm queries.

New Features

  • Store BM25 postings as numpy arrays
  • Use bare MCP tool names in agent instructions
  • Parallelize chunking
  • Batch embeddings, upgrade model2vec
  • Add file-types command
  • Speed up warm queries

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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