# pipeshub-ai/pipeshub-ai

PipesHub is an open-source fully extensible AI context layer that unifies your business data for explainable enterprise search and agentic workflow automation.

Repository: https://github.com/pipeshub-ai/pipeshub-ai
Canonical: https://ross.abutalabs.com/products/pipeshub-ai
Homepage: https://pipeshub.com
Language: Python
License: Apache-2.0
License Family: permissive
Topics: agent, agents, glean, knowledge-graph, langchain, langgraph, notion, ollama, perplexity, python, rag, slack, drive, gmail, llamaparse, ai
Last push: 2026-08-26T21:48:47+00:00

## Health v2 (maintenance only)
Score: 87/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 99, longevity 38
- inputs: {"age_days": 545, "days_push": 7, "days_rel": 7, "gap_med": 16, "n_releases_24m": 12}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3692, forks 551 (observed 2026-08-28T04:08:14.763002+00:00)

## What it is
PipesHub is an open-source, self-hostable AI workplace platform that unifies business data from apps like Slack, Gmail, Drive, and Notion into an explainable enterprise search and agentic workflow layer. It combines knowledge graphs, page ranking, and RAG to deliver answers with pinpoint citations across connected systems.

## Use cases
- search across all company apps with citations
- open-source alternative to Glean
- build AI agents on unified business data
- self-host enterprise AI search
- answer employee questions from internal docs
- automate workflows with AI agents over company knowledge

## When to choose
- you need explainable enterprise search with source citations you fully control
- you want a self-hosted Glean alternative with Apache-2.0 licensing
- you want to build agentic automations on top of unified workplace data

## When to avoid
- you only need a simple vector database or embedding pipeline
- you want a fully managed SaaS without self-hosting overhead
- your data sources lack a supported connector

## Facets
- artifact type: application
- maturity: active
- function: rag, search-engine, agent-framework, vector-database, chatbot, self-hosted
- domain: artificial-intelligence, erp
- platform: self-hosted, python, cloud
- tags: enterprise-search, glean-alternative, knowledge-graph, workplace-ai, connectors, citations, workflow-automation, retrieval-augmented-generation, ai-agents, search, knowledge-management, docker

## Member repositories
- pipeshub-ai/pipeshub-ai (main) score 87

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:14.763002+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:31:07.135191+00:00, confidence not recorded.
  - readme: https://github.com/pipeshub-ai/pipeshub-ai (fetched 2026-08-28T04:08:14.763002+00:00, sha 64817d258ff1)
  - homepage: https://pipeshub.com (fetched 2026-08-29T09:24:47.824012+00:00, sha e00781918065)
- Data as of 2026-08-30T08:39:29.467469+00:00.