poc-memory v0.4.0: graph-structured memory with consolidation pipeline
Rust core:
- Cap'n Proto append-only storage (nodes + relations)
- Graph algorithms: clustering coefficient, community detection,
schema fit, small-world metrics, interference detection
- BM25 text similarity with Porter stemming
- Spaced repetition replay queue
- Commands: search, init, health, status, graph, categorize,
link-add, link-impact, decay, consolidate-session, etc.
Python scripts:
- Episodic digest pipeline: daily/weekly/monthly-digest.py
- retroactive-digest.py for backfilling
- consolidation-agents.py: 3 parallel Sonnet agents
- apply-consolidation.py: structured action extraction + apply
- digest-link-parser.py: extract ~400 explicit links from digests
- content-promotion-agent.py: promote episodic obs to semantic files
- bulk-categorize.py: categorize all nodes via single Sonnet call
- consolidation-loop.py: multi-round automated consolidation
Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-02-28 22:17:00 -05:00
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[package]
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name = "poc-memory"
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version = "0.4.0"
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edition = "2021"
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[dependencies]
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capnp = "0.20"
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uuid = { version = "1", features = ["v4"] }
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serde = { version = "1", features = ["derive"] }
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serde_json = "1"
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2026-02-28 22:30:03 -05:00
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bincode = "1"
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poc-memory v0.4.0: graph-structured memory with consolidation pipeline
Rust core:
- Cap'n Proto append-only storage (nodes + relations)
- Graph algorithms: clustering coefficient, community detection,
schema fit, small-world metrics, interference detection
- BM25 text similarity with Porter stemming
- Spaced repetition replay queue
- Commands: search, init, health, status, graph, categorize,
link-add, link-impact, decay, consolidate-session, etc.
Python scripts:
- Episodic digest pipeline: daily/weekly/monthly-digest.py
- retroactive-digest.py for backfilling
- consolidation-agents.py: 3 parallel Sonnet agents
- apply-consolidation.py: structured action extraction + apply
- digest-link-parser.py: extract ~400 explicit links from digests
- content-promotion-agent.py: promote episodic obs to semantic files
- bulk-categorize.py: categorize all nodes via single Sonnet call
- consolidation-loop.py: multi-round automated consolidation
Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-02-28 22:17:00 -05:00
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regex = "1"
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2026-03-03 17:23:43 -05:00
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chrono = "0.4"
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poc-memory v0.4.0: graph-structured memory with consolidation pipeline
Rust core:
- Cap'n Proto append-only storage (nodes + relations)
- Graph algorithms: clustering coefficient, community detection,
schema fit, small-world metrics, interference detection
- BM25 text similarity with Porter stemming
- Spaced repetition replay queue
- Commands: search, init, health, status, graph, categorize,
link-add, link-impact, decay, consolidate-session, etc.
Python scripts:
- Episodic digest pipeline: daily/weekly/monthly-digest.py
- retroactive-digest.py for backfilling
- consolidation-agents.py: 3 parallel Sonnet agents
- apply-consolidation.py: structured action extraction + apply
- digest-link-parser.py: extract ~400 explicit links from digests
- content-promotion-agent.py: promote episodic obs to semantic files
- bulk-categorize.py: categorize all nodes via single Sonnet call
- consolidation-loop.py: multi-round automated consolidation
Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-02-28 22:17:00 -05:00
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libc = "0.2"
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2026-03-03 01:33:31 -05:00
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faer = "0.24.0"
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rkyv = { version = "0.7", features = ["validation", "std"] }
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memmap2 = "0.9"
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query: peg-based query language for ad-hoc graph exploration
poc-memory query "degree > 15"
poc-memory query "key ~ 'journal.*' AND degree > 10"
poc-memory query "neighbors('identity.md') WHERE strength > 0.5"
poc-memory query "community_id = community('identity.md')" --fields degree,category
Grammar-driven: the peg definition IS the language spec. Supports
boolean logic (AND/OR/NOT), numeric and string comparison, regex
match (~), graph traversal (neighbors() with WHERE), and function
calls (community(), degree()). Output flags: --fields, --sort,
--limit, --count.
New dependency: peg 0.8 (~68KB, 2 tiny deps).
2026-03-03 10:55:30 -05:00
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rayon = "1"
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peg = "0.8"
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2026-03-03 12:25:10 -05:00
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paste = "1"
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2026-03-05 13:18:00 -05:00
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jobkit = { path = "/home/kent/jobkit" }
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log = "0.4"
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poc-memory v0.4.0: graph-structured memory with consolidation pipeline
Rust core:
- Cap'n Proto append-only storage (nodes + relations)
- Graph algorithms: clustering coefficient, community detection,
schema fit, small-world metrics, interference detection
- BM25 text similarity with Porter stemming
- Spaced repetition replay queue
- Commands: search, init, health, status, graph, categorize,
link-add, link-impact, decay, consolidate-session, etc.
Python scripts:
- Episodic digest pipeline: daily/weekly/monthly-digest.py
- retroactive-digest.py for backfilling
- consolidation-agents.py: 3 parallel Sonnet agents
- apply-consolidation.py: structured action extraction + apply
- digest-link-parser.py: extract ~400 explicit links from digests
- content-promotion-agent.py: promote episodic obs to semantic files
- bulk-categorize.py: categorize all nodes via single Sonnet call
- consolidation-loop.py: multi-round automated consolidation
Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-02-28 22:17:00 -05:00
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[build-dependencies]
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capnpc = "0.20"
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[[bin]]
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name = "poc-memory"
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path = "src/main.rs"
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[[bin]]
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name = "memory-search"
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path = "src/bin/memory-search.rs"
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[profile.release]
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opt-level = 2
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