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Releases: SBALAVIGNESH123/hypercore-rs

v2.0.0: Personal Intelligence Layer

31 May 19:16

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What's New

HyperCore is no longer just an inference server. It's a personal intelligence system.

Personal Intelligence Layer

  • Memory extraction from your documents (journals, notes, ADRs, meeting docs)
  • 7 CLI commands: \show, \ imeline,
    ecall, \patterns, \explain, \insight, \sync\
  • LLM synthesis with prompt compression and token budgeting
  • Feedback collection — rate every insight 1-4, persisted to SQLite

Knowledge Store

  • SQLite with hybrid FTS5 + cosine vector similarity
  • Content-hash deduplication
  • Tree-sitter parsing for code files
  • Streaming ingestion with batch embedding

Evaluation

  • Real retrieval eval pipeline (no hardcoded scores)
  • Benchmark questions with actual theme matching

Infrastructure

  • TitanMem KV congestion controller (real, benchmarked)
  • 300s timeout for CPU inference
  • Memory synthesis uses all CPU threads
  • Zero compiler warnings

Sample Documents

  • \examples/sample_journal.md\ — engineering journal
  • \examples/sample_decisions.md\ — architecture decision records
  • \examples/sample_projects.md\ — project notes with relationships

Quick Start

\\�ash
cargo build --release
hypercore ingest --path ./my-notes
hypercore memory show
hypercore memory --model ./model.gguf explain
\\

Full Changelog: v1.0.0...v2.0.0

v1.0.0

29 May 10:00

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fix: rename binary to asset_name before upload