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@jihadkhawaja jihadkhawaja released this 11 Aug 03:58
· 9 commits to main since this release
v0.1.6
894b487

Mem0Sharp 0.1.6

Released: 2026-08-11

Highlights

  • Split persistence providers into separate NuGet packages:
    • Mem0Sharp
    • Mem0Sharp.PostgreSQL
    • Mem0Sharp.SQLite
  • Mem0Sharp core is now dependency-free.
  • Added atomic memory/history persistence for built-in stores.
  • Added memory provenance with behavior-aware retrieval.
  • Factual search now excludes associative memories by default.
  • Added fail-closed entity and graph enrichment.
  • Updated OpenAI configuration defaults to gpt-5.6-luna.
  • Kept embeddings on text-embedding-3-small, since Luna does not support embeddings.
  • Added external evaluation dataset support and confidence intervals.
  • Pinned SQLite runtime dependencies to patched versions.
  • Release workflow now publishes all three packages with the same version.

Installation

dotnet add package Mem0Sharp --version 0.1.6
dotnet add package Mem0Sharp.PostgreSQL --version 0.1.6
dotnet add package Mem0Sharp.SQLite --version 0.1.6

Only install the provider package required by the application. Provider namespaces remain Mem0Sharp, so existing source code remains compatible after adding the provider reference.

Evaluation

The latest 10-scenario evaluation achieved:

  • 96%: infer-off, dreaming, and personal-memory
  • 92%: no-hybrid and conflict-resolution
  • 88%: no-dedup
  • 83%: baseline
  • 75%: LLM reranking and strict threshold
  • 58%: random thoughts

Detailed results are available in evaluation.md, with raw Markdown and JSON reports.

Full Changelog: v0.1.5...v0.1.6

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