Ross ROSS = Recommend OSS · open-source software intelligence for agents

instill-ai/instill-core

🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications observed · 2026-08-28

github.com/instill-ai/instill-core · homepage · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

76/100

  • Activity 85
  • Release rhythm 51
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 13.5
  • age_days: 1693
  • days_rel: 324
  • days_push: 93
  • n_releases_24m: 9

Full methodology

Adoption not part of the score

2321 stars · 125 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Instill Core is a full-stack AI infrastructure tool for data, model, and pipeline orchestration, aimed at building AI-first applications with low-code pipelines. The company behind it shut down its platform on 29 May 2026, so the project is no longer maintained.

Use cases

  • orchestrate ai pipelines with low-code
  • process unstructured data for ai applications
  • build generative ai apps without managing infrastructure
  • run stable diffusion and llm pipelines
  • etl for ai-first applications
  • self-host ai model and data orchestration

When to choose

  • you want to fork and self-host an existing ai pipeline orchestration stack
  • you need a reference architecture for ai data/model orchestration

When to avoid

  • you need maintained software with support - the platform closed in May 2026
  • you want a production-ready managed service
  • you need guaranteed security updates or bug fixes

Facets

service · maturity abandoned

etl workflow-automation llm-inference rag api-framework cli artificial-intelligence large-language-models developer-tools self-hosted python go cli ai-infrastructure pipeline-orchestration low-code unstructured-data generative-ai full-stack shut-down data-engineering automation docker typescript

2 sources

Member repositories

RepositoryRoleHealth v2
instill-ai/instill-coremain76

For agents

markdown · JSON · MCP: product_card(name="instill-ai/instill-core")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem