Everything / RAG and memory / Knowledge graphs
Knowledge graphs Growing
On TutorHero's Everything Index, Knowledge graphs is growing on GitHub: 0.98 of every 10,000 new public repos over the last three months (915 a month), 7x vs a year ago. The 12-month forecast says rising (+81%). By the end of 2032, lines in the same state ended between 0.01x and 2.5x of where they started (median 0.54x).
Since 2019, and the range to 2032
New repos per 10,000 (3-month average, log scale)12-month forecastRange to 2032: middle half and 90% of past similar lines
The range is not a forecast of this line: it is what GitHub lines in the same state (more than doubled its share of new repos in a year) did 1 to 5 years later, 2019 to 2026, applied to today's level. Past 5 years it is stretched, not measured. Checked out of time (learned before 2022, scored after), 71% of outcomes landed inside the 90% range, so read it as wide. Open it in the Everything chart.
Week by week
Wikipedia views a day, last 8 weeks
New public repos with the knowledge-graph tag each week (Monday to Sunday, UTC). The outlined bars, last week included, are still filling in, as tags are often added days after a repo is created, so their height will grow a little. "Against the field" divides the change by what the typical tag did, so a wave that lifts every tag does not count. Hover for the numbers.
Built vs talked about
Each line is its own share (of all new GitHub repos, all Hacker News stories, all English Wikipedia views, all new stars on the repos we track), shown as a share of its own peak, so the timing and shape compare even though the units differ. Hover for the counts. Tap a name to hide or show a line.
What it means
- Worth learning now: Knowledge graphs is growing, 7x share of new GitHub repos vs a year ago.
- Start by reading deeplethe/utopia (+12.1k stars in 3 months) and Graphify-Labs/graphify (+10.4k stars in 3 months).
- People to follow: Graphify Labs, EgonexAI, BaiFu.
- Builders and attention both rising: new repos 7x, attention 4x in a year.
- 19.8 new stars per new repo over 3 months, vs 8.50 for the typical trend: more demand per project than most fields.
- The 12-month forecast for its share: +81% (Rising).
- Talked about more than built: Hacker News +179% vs new repos 7x in a year, more talk per builder than the typical trend, so demand for builders may run ahead of supply.
- History: of past GitHub lines that more than doubled its share of new repos in a year, 61% had a smaller share 3 to 5 years later and 8% at least doubled.
- Attention: 3.43% of new stars on the repos we track, 4x in a year.
- Hacker News: 9 stories a month, +179% share in a year; Wikipedia 8.3k views a month, +8%.
- Not investment advice: this measures what people build on GitHub, not any company.
- Most-starred tools here lately: deeplethe/utopia (vouched), Graphify-Labs/graphify (vouched).
- The field is growing, so expect new tools and fast changes; pin versions.
Repos carrying it now
People building it
Graphify LabsTurning codebases into queryable knowledge graphs for AI tools.Influence 86
EgonexAITurning code into interactive knowledge graphs for AI tools.Influence 83
BaiFuDo what you love, and love what you do.Influence 70
Martin VogelBuilding high-performance code intelligence and data integration tools.Influence 69
Trilium NextDeveloping Trilium Notes, an open-source knowledge base and note-taking app.Influence 41
✨Data Intelligence Lab@HKU✨AI agents, RAG frameworks, and tutoring systems.Influence 85
TrailContext graphs for AI coding agents.Influence 45
DeepLetheOpen-source AI research and products, including world models and agent tools.Influence 52More in RAG and memory
Questions
Is Knowledge graphs growing on GitHub?
Yes. Its share of all new public GitHub repos is 7x vs a year ago and -2% over the last three months (Sep 2026). Phase: Growing.
How many new Knowledge graphs repos are created each month?
About 915 new public repos a month carry the knowledge-graph tag (three-month average to Sep 2026), or 0.98 of every 10,000 new repos.
What will Knowledge graphs look like in 2032?
Nobody knows, and we say how much. Of past GitHub lines that more than doubled its share of new repos in a year, the middle half had between 0.14x and 1.27x of their share 3 to 5 years later, and 61% ended smaller.
Is Knowledge graphs more talked about than built?
Talked about more than built. Over the year its share of Hacker News stories moved +179% while its share of new GitHub repos moved 7x. New repos grew faster than talk for most AI trends this year, so the label compares it with the typical trend: 1.5 times the talk per builder of the median trend.
Not investment advice. Measurements of what people build and star on GitHub, a statistical forecast, base rates and a model's reading of them. Nothing here is about any company's revenue, valuation or stock.