{"data":{"slug":"pipeshub-ai-pipeshub-ai","name":"pipeshub-ai","tagline":"An open-source extensible AI context layer for explainable enterprise search and workflow automation.","github_url":"https://github.com/pipeshub-ai/pipeshub-ai","owner":"pipeshub-ai","repo":"pipeshub-ai","owner_avatar_url":"https://avatars.githubusercontent.com/u/201571456?v=4","primary_language":"Python","stars":3760,"forks":579,"topics":["agent","agents","ai","docker","enterprise-search","fastapi","glean","graphrag","knowledge-graph","langchain","langgraph","mcp","notion","ollama","python","rag","retrieval-augmented-generation","self-hosted","slack","workplace-ai"],"archived":false,"github_pushed_at":"2026-09-20T05:11:58+00:00","maintenance_label":"Very active","stars_delta_30d":567,"url":"https://www.graphcanon.com/tools/pipeshub-ai-pipeshub-ai","markdown_url":"https://www.graphcanon.com/tools/pipeshub-ai-pipeshub-ai.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pipeshub-ai-pipeshub-ai","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pipeshub-ai-pipeshub-ai","description":"PipesHub is an open-source platform for securely connecting enterprise knowledge to AI. Give AI agents trusted context and your team permission-aware search with verified citations across your business systems.","homepage_url":"https://pipeshub.com","license":"Apache-2.0","open_issues":154,"watchers":19,"ai_summary":"PipesHub is an extensible platform that unifies business data to enhance enterprise search capabilities and facilitate agentic workflow automation through integration with various AI tools and services, such as LangChain, LlamaParse, Notion, Slack, and more. It supports local and cloud deployments via Docker Compose, configured using an interactive installer.","readme_excerpt":"## 🚀 Deployment Guide\n\nPipesHub can be run locally or deployed on any server using Docker Compose. The interactive installer handles all configuration — including secrets, graph DB, broker, and image tag selection — and generates a `.env` for you.\n\n> **HTTPS on cloud servers:** If you deploy PipesHub on a cloud server, use an HTTPS endpoint. Browsers block certain requests over plain HTTP. Use Cloudflare, Nginx, or Traefik to terminate TLS. A white screen after HTTP-only deployment is typically caused by this restriction.\n\n---\n\n---\n\n### How do I troubleshoot deployment issues?\n\n1. Ensure HTTPS is configured for cloud deployments\n2. Check Docker compose logs: `docker compose logs`\n3. Verify environment variables in env.template\n4. Consult [docs.pipeshub.com](https://docs.pipeshub.com/) for detailed guides","github_created_at":"2025-03-06T18:51:10+00:00","created_at":"2026-07-15T11:17:28.113886+00:00","updated_at":"2026-09-20T05:15:17.728532+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"agents","name":"agents"},{"slug":"ai","name":"ai"},{"slug":"drive","name":"drive"},{"slug":"glean","name":"glean"},{"slug":"gmail","name":"gmail"},{"slug":"knowledge-graph","name":"knowledge-graph"},{"slug":"langchain","name":"langchain"}],"trust":{"provenance":{"is_fork":false,"github_id":944080744,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T05:15:15.322Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":5,"days_since_push":0,"last_release_at":"2026-09-14T20:14:11Z","stars_delta_30d":567,"open_issues_delta_30d":62},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-15T11:17:29.536Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T05:15:16.341Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-09-20T05:15:16.341Z","managed_saas":false},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-20T05:15:16.341Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-09-20T05:15:16.341Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-20T05:15:16.341Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"The core product is free to use, but for additional plugins or enterprise support services that may not be open-source, there could be paid tiers."},"requirements":{"notes":["Docker Compose must be installed and configured properly. An HTTPS endpoint should be used when deploying on cloud servers."],"min_ram_gb":null},"constraints":{"min_ram_gb":null,"pricing_model":"freemium"},"when_to_use":["Use PipesHub-ai if you require a platform that supports local or cloud deployments via Docker Compose to manage and automate workflows within an enterprise setting.","Consider this tool when you need explainable enterprise search capabilities through integration with various AI services like LangChain and LlamaParse."],"when_not_to_use":["Avoid PipesHub-ai if your project does not align with the Python-based ecosystem, or if you do not require an open-source solution.","Do not use this platform if HTTPS support for cloud deployments cannot be assured as it may lead to frontend security issues and deployment failures."],"source":"enrich:decision_facts","observed_at":"2026-07-17T12:09:00.002Z"},"constraint_facets":{"min_ram_gb":null,"pricing_model":"freemium"},"decision_summary":[{"label":"Pricing","value":"freemium - The core product is free to use, but for additional plugins or enterprise support services that may not be open-source, there could be paid tiers."},{"label":"Requirements","value":"Docker Compose must be installed and configured properly. An HTTPS endpoint should be used when deploying on cloud servers."},{"label":"Adopt for","value":"PipesHub-ai is an open-source platform aimed at unifying business data for enterprise search and automating workflows with integrations into tools such as LangChain, LlamaParse, Notion, Slack, among others."},{"label":"License detail","value":"The tool is distributed under the Apache-2.0 license."}]}}