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graphify

v0.8.39 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 1mo RAG & Retrieval
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

antigravity claude-code codex gemini graphrag knowledge-graph
+5 more
leiden openclaw llm skills tree-sitter

Summary

AI summary

Updates Performance, https://pypi.org/project/graphifyy/0.8.39/, and README across a mixed release.

Changes in this release

Feature Low

Adds FalkorDB export backend with optional Redis push support

Adds FalkorDB export backend with optional Redis push support

Source: llm_adapter@2026-06-12

Confidence: high

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Feature Low

Introduces --model flag for `graphify cluster-only` and `graphify label` to override naming model

Introduces --model flag for `graphify cluster-only` and `graphify label` to override naming model

Source: llm_adapter@2026-06-12

Confidence: high

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Dependency Medium

Pins upper‑bound version ranges for tree‑sitter packages to avoid silent breakage

Pins upper‑bound version ranges for tree‑sitter packages to avoid silent breakage

Source: llm_adapter@2026-06-12

Confidence: high

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Performance Medium

Improves LSH neighbor lookup from O(n²) to O(n)

Improves LSH neighbor lookup from O(n²) to O(n)

Source: llm_adapter@2026-06-12

Confidence: high

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Bugfix High

Prevents data loss on corrupt JSON manifest by backing up and warning

Prevents data loss on corrupt JSON manifest by backing up and warning

Source: llm_adapter@2026-06-12

Confidence: high

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Bugfix Medium

Corrects .graphifyignore negation behavior to avoid disabling all directory pruning

Corrects .graphifyignore negation behavior to avoid disabling all directory pruning

Source: llm_adapter@2026-06-12

Confidence: high

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Bugfix Medium

Changes merge‑chunks output to print node count instead of raw list object

Changes merge‑chunks output to print node count instead of raw list object

Source: llm_adapter@2026-06-12

Confidence: high

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Bugfix Medium

Fixes KeyError when graph.json uses "edges" key instead of "links"

Fixes KeyError when graph.json uses "edges" key instead of "links"

Source: llm_adapter@2026-06-12

Confidence: low

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Bugfix Low

Handles "edges"-keyed graph.json without KeyError

Handles "edges"-keyed graph.json without KeyError

Source: granite4.1:30b@2026-06-12-audit

Confidence: low

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Full changelog

What's changed

Performance

  • Perf: O(n²)→O(n) LSH neighbor lookup in dedup. candidates_by_id dict replaces inner O(n) scan per neighbor; norm_cache avoids re-normalising labels on every comparison.

Fixes

  • Fix: affected handles "edges"-keyed graph.json (KeyError: 'links' crash). Normalised using the established pattern in __main__.py/serve.py.
  • Fix: .graphifyignore single ! negation no longer disables all directory pruning. Pure performance fix — the descent was always wasted since gitignore can't rescue files beneath an excluded parent.
  • Fix: merge-chunks prints node count instead of raw list object.
  • Fix: manifest data-loss on corrupt JSON. Silent except: pass replaced with corrupt-file backup + stderr warning.
  • Fix: tree-sitter packages have pinned upper-bound version ranges to prevent silent breakage on grammar API changes.

Features

  • Feat: FalkorDB export backend. graphify export falkordb --push redis://localhost:6379 (optional dep: uv tool install "graphifyy[falkordb]").
  • Feat: --model flag for graphify cluster-only and graphify label. Override the model used for community naming independently of the backend.

Docs

  • Persian (فارسی) README translation added.
  • README: --model examples added to cluster-only/label command section.

Install: uv tool install graphifyy · PyPI · CHANGELOG

View diff on GitHub

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About graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, OpenClaw, Factory Droid, Trae). Turn any folder of code, docs, papers, images, videos, or YouTube links into a queryable knowledge graph

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Related context

Earlier breaking changes

  • v0.8.18 Breaks Java `extends` edges; they are renamed to `inherits`. Update queries filtering on `relation="extends"` for Java nodes.

Beta — feedback welcome: [email protected]