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Graphify

9 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Oct 22, 2026 · Artificial Intelligence

Graphify: Code Knowledge Graphs Without Vectors Boost Agent Accuracy 11%

Graphify builds code knowledge graphs using Tree-sitter AST parsing across 40 languages, enabling coding agents to traverse call, import, and inheritance relationships via query/path/explain commands; on a 1M-line ERPNext repo, adding Graphify raised key fact coverage from 70.8% to 82.0% with similar token cost, though limited to 6 test questions and static analysis gaps remain.

ASTERPNextGraphify
0 likes · 19 min read
Graphify: Code Knowledge Graphs Without Vectors Boost Agent Accuracy 11%
Linyb Geek Road
Linyb Geek Road
Sep 26, 2026 · Artificial Intelligence

Graphify: One-Command Knowledge Graphs for AI Coding Assistants (120k Stars)

Graphify builds queryable knowledge graphs from codebases using local tree-sitter parsing for code and LLMs for docs, enabling AI assistants to traverse real code relationships via query, path, and explain commands, with benchmark results showing 0.497 recall@10 on LOCOMO versus 0.048 for mem0.

AI coding assistantGraphifyKnowledge Graph
0 likes · 9 min read
Graphify: One-Command Knowledge Graphs for AI Coding Assistants (120k Stars)
Tech Architecture Stories
Tech Architecture Stories
Jul 20, 2026 · Industry Insights

OpenCut Gains 12.7K Stars as Free CapCut Alternative; Graphify Reduces Tokens 71×

This week’s GitHub roundup highlights OpenCut’s surge to 12,718 stars as a free, privacy‑first CapCut replacement, the rapid rise of five Skills‑related projects—including Graphify cutting token usage by 71 times and Hallmark adding 57 design‑gate checks—while AI agent toolchains deepen and major players like OpenAI and academia enter the open‑source arena.

AI agentsCapCutGitHub
0 likes · 15 min read
OpenCut Gains 12.7K Stars as Free CapCut Alternative; Graphify Reduces Tokens 71×
Geek Labs
Geek Labs
Jul 6, 2026 · Artificial Intelligence

CodeGraph vs Graphify: Comparing Two Open‑Source Code Knowledge Graph Tools

The article examines why current AI coding assistants lack a global view of projects, introduces the open‑source CodeGraph and Graphify projects that build code knowledge graphs, compares their architectures, benchmark results, token savings, limitations, and provides quick start instructions for each.

AI coding assistantsCodeGraphGraphify
0 likes · 8 min read
CodeGraph vs Graphify: Comparing Two Open‑Source Code Knowledge Graph Tools
Data Party THU
Data Party THU
May 24, 2026 · Artificial Intelligence

How Graphify Builds Codebase Knowledge Graphs and Replaces Vector Search with Graph Traversal

Graphify is a Python tool and Claude Code skill that creates a persistent, queryable knowledge graph of code, documentation, and media, cutting token usage by up to 71.5× compared with raw file reads, and it does so through a three‑pass pipeline that combines deterministic AST extraction, optional local audio transcription, and AI‑driven semantic extraction.

Claude CodeGraphifyKnowledge Graph
0 likes · 13 min read
How Graphify Builds Codebase Knowledge Graphs and Replaces Vector Search with Graph Traversal
AI Large Model Application Practice
AI Large Model Application Practice
Apr 27, 2026 · Artificial Intelligence

How Graphify Becomes the “Second Brain” for AI Coding in Enterprise Legacy Systems

Graphify transforms scattered code, documentation, and business knowledge into a structured knowledge graph that serves as a “second brain” for AI coding assistants, enabling them to navigate and understand complex enterprise legacy systems, reduce token costs, and improve answer quality, as demonstrated by detailed tests on the BettaFish project.

AI codingGraphifyKnowledge Graph
0 likes · 16 min read
How Graphify Becomes the “Second Brain” for AI Coding in Enterprise Legacy Systems