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feat(graph): support unbounded visualizer snapshots - #141

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jack-arturo merged 3 commits into
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chore/graph-visualizer-limit-metadata
Jun 6, 2026
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feat(graph): support unbounded visualizer snapshots#141
jack-arturo merged 3 commits into
mainfrom
chore/graph-visualizer-limit-metadata

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@jack-arturo jack-arturo commented Apr 13, 2026

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Summary

  • allow the graph snapshot endpoint to treat limit=0 as "return all" and raise the upper cap for large visualizer sessions
  • include archive_threshold in graph metadata so the viewer can mirror archive handling client-side

Test plan

  • pre-commit hooks passed during commit
  • verify the graph visualizer can request limit=0
  • verify archive threshold metadata is consumed in the visualizer

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@jack-arturo
feat(graph): support unbounded visualizer snapshots
0faa61a 
Allow the graph visualizer to request the full snapshot and expose the archive threshold in graph metadata so the viewer can align its filtering with server-side state.

Made-with: Cursor
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jack-arturo marked this pull request as ready for review June 6, 2026 17:04
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Pull request overview

This PR updates the graph visualization API to better support large graph visualizer sessions by allowing clients to request an unbounded snapshot (limit=0) and by exposing consolidation archive behavior to the client via metadata.

Changes:

  • Treat limit=0 on GET /graph/snapshot as “return all”, and raise the cap for bounded requests (up to 50,000).
  • Add archive_threshold to the meta payload for both snapshot and stats endpoints.

Comment thread automem/api/graph.py Outdated
@jack-arturo
Potential fix for pull request finding
031ee07 
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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jack-arturo merged commit c730128 into main Jun 6, 2026
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jack-arturo deleted the chore/graph-visualizer-limit-metadata branch June 6, 2026 17:32
@jack-arturo jack-arturo mentioned this pull request Jun 6, 2026
Merged
jack-arturo added a commit that referenced this pull request Jun 26, 2026
@jack-arturo
chore(main): release 0.16.0 (#154)
8c67c16 
🤖 I have created a release *beep* *boop*
---


##
[0.16.0](v0.15.2...v0.16.0)
(2026-06-26)


### Features

* **api:** add admin backup endpoint
([#162](#162))
([8b1f264](8b1f264))
* **api:** support bulk memory associations
([1221e36](1221e36))
* **api:** support bulk memory associations
([#198](#198))
([28eb916](28eb916))
* **benchmarks:** LongMemEval failure-mode diagnosis harness + judge
quota preflight
([#183](#183))
([f99bece](f99bece))
* **consolidation:** expose cluster threshold and min size as env vars
([#163](#163))
([7e731f3](7e731f3))
* **enrichment:** expose classification fallback-rate metrics in
/enrichment/status
([#188](#188))
([0b522a9](0b522a9))
* **entity:** harden identity cleanup and repair tooling
([#176](#176))
([827dfbc](827dfbc))
* **eval:** recall-quality optimization harness — lab foundation +
design ([#197](#197))
([431433e](431433e))
* **graph:** support unbounded visualizer snapshots
([#141](#141))
([c730128](c730128))
* **lab:** add aged labelled distractor injection
([cc5d546](cc5d546))
* **lab:** add config_complexity simplicity metric
([dfb10d9](dfb10d9))
* **lab:** add distractor_rate_at_k precision guardrail metric
([872eab2](872eab2))
* **lab:** add lab_corpus with parameterized recall
([5e1e071](5e1e071))
* **lab:** add pick_winner scorecard decision rule
([3187eac](3187eac))
* **lab:** add real consolidation pass helper
([48a7d4a](48a7d4a))
* **lab:** isolate production clone restores
([#171](#171))
([aef90c0](aef90c0))
* **lab:** wire scorecard, distractors, recall params, consolidation
into runner
([589ec30](589ec30))
* **recall:** add metadata sidecar search
([#177](#177))
([4e7956e](4e7956e))
* **recall:** add state_mode=current|history recall alias
([#173](#173))
([b1df86c](b1df86c))
* **recall:** cap tag-score denominator to fix query-length bias
([#193](#193))
([cefa516](cefa516))
* **recall:** date-aware ranking + latest-fact selection
([#158](#158),
[#159](#159))
([#187](#187))
([a6ed945](a6ed945))
* **recall:** make recency decay window and curve configurable
([#182](#182))
([dbb933f](dbb933f))
* **recall:** ranking release — recency config, tag-score cap, relevance
gate, date-aware ranking
([#182](#182),
[#193](#193),
[#186](#186),
[#187](#187),
[#183](#183),
[#184](#184),
[#188](#188))
([#194](#194))
([337fe98](337fe98))
* **scripts:** safer reclassify_with_llm.py with provider flags +
tighter prompt
([#164](#164))
([a742602](a742602))


### Bug Fixes

* **api:** address copilot review on PR
[#198](#198)
([0466a1e](0466a1e))
* **api:** handle grouped association write failures
([cd93df9](cd93df9))
* **backup:** make backup_automem.py runnable as `python
scripts/backup_automem.py`
([#175](#175))
([edd9742](edd9742))
* **benchmarks:** add publication verification bundle
([#166](#166))
([420d721](420d721))
* **consolidation:** skip eager first tick at startup to avoid FalkorDB
load race
([#165](#165))
([1b812cf](1b812cf))
* **docs:** keep dispatch payload arrays stable
([df6e9e8](df6e9e8))
* **embedding:** fall back to per-item real embeddings before
placeholders in batch path
([#189](#189))
([6e9c62c](6e9c62c))
* **entity:** restore person-shape exemption on the slug validation path
([#179](#179))
([5e29960](5e29960))
* **entity:** stop validator over-rejecting real people, code tools, and
event categories
([#178](#178))
([193b730](193b730))
* **lab:** address copilot review on PR
[#197](#197)
([45f80d6](45f80d6))
* **lab:** align scorecard key contract (build_scorecard -&gt;
pick_winner)
([7d91530](7d91530))
* **mcp-sse:** decouple /health liveness from upstream readiness
([#151](#151))
([5bcfb8b](5bcfb8b))
* **mcp:** cap association failure summary
([ea4e08f](ea4e08f))
* **mcp:** surface stored metadata and updated_at in detailed recall
format ([#184](#184))
([230416e](230416e))
* **recall:** address copilot review on PR
[#194](#194)
([50b1647](50b1647))
* **recall:** canonicalize / and : separators in context_tag matching
([3afd9d3](3afd9d3))
* **recall:** canonicalize / and : separators in context_tag matching
([#203](#203))
([ba5e9ff](ba5e9ff))
* **recall:** gate query-independent scoring on topical evidence within
tag scope
([#130](#130))
([#186](#186))
([c11b594](c11b594))
* **recall:** hydrate semantic recall summaries
([#192](#192))
([76e845d](76e845d))
* **recall:** normalize graph keyword scores into the 0-1 component
range ([#191](#191))
([3653ddf](3653ddf))
* **recall:** respect current memory state
([#170](#170))
([ed36b98](ed36b98)),
closes [#169](#169)
[#158](#158)
[#159](#159)
* **scripts:** add sys.path guard to reembed_embeddings.py
([d333cf0](d333cf0))


### Documentation

* add scripts catalog, recall-quality-lab guide, and 0.16.0 migrations
([f20c664](f20c664))
* **bench:** log full judged 500q LongMemEval ship-config run with churn
attribution
([41bf8d0](41bf8d0))
* **eval:** Plan A — lab metric foundation (TDD, 9 tasks)
([0087dda](0087dda))
* **eval:** Plan B — parallel matrix harness (TDD, 9 tasks)
([c8ddfb2](c8ddfb2))
* **evals:** mark Memora/FAMA/WRIT lifecycle diagnostics as
diagnostic-only
([#174](#174))
([e8a3285](e8a3285))
* **eval:** spec for recall-quality optimization harness
([b1a1995](b1a1995))
* fix stale claims and document gated flags for 0.16.0
([b152d64](b152d64))
* note develop-branch contribution policy in README
([ccf02dd](ccf02dd))
* **positioning:** add scout reference
([#168](#168))
([922d23b](922d23b))
* refresh benchmark currency for the neutral AMB run and prune stale
archive docs
([3ff95bd](3ff95bd))
* refresh benchmark currency for the neutral AMB run and prune stale
archive docs
([#204](#204))
([89c30e0](89c30e0))
* refresh README and benchmark guidance
([#157](#157))
([bba31cc](bba31cc))
* **runtime:** align Docker viewer paths and setup guidance
([#155](#155))
([bbda79b](bbda79b))
* scripts catalog, recall quality lab guide, and 0.16.0 migration
runbook ([#199](#199))
([f190ae5](f190ae5))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).
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