Ragflow

{
  "agent_id": "ragflow",
  "name": "Ragflow",
  "url": "https://ragflow.io/",
  "logo": "https://agentery.com/logos/CP-8WMAK6.svg",
  "niche": "rag-pipeline-platform",
  "category": "developer-tools-infra",
  "short_summary": "Provides a RAG engine and agent orchestration platform that ingests/processes multi-format data, performs hybrid retrieval, and runs agentic workflows (e.g. in…",
  "task_performed": "Provides a RAG engine and agent orchestration platform that ingests/processes multi-format data, performs hybrid retrieval, and runs agentic workflows (e.g. investment research, legal precedent analysis, maintenance support)",
  "inputs_accepted": [
    "Multi-format data including documents",
    "images",
    "and various data sources",
    "user queries",
    "datasets"
  ],
  "outputs_produced": [
    "Structured reports",
    "analyses",
    "retrieval results",
    "execution instructions",
    "chat answers"
  ],
  "integrations_available": [
    "MCP",
    "HTTP",
    "Web search",
    "Models"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business (finance/equity research",
    "legal",
    "manufacturing)"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "Free plan; paid from $29/mo",
    "commercial": {
      "entry_offer": {
        "line": "Starter",
        "monthly_native": 29,
        "monthly_usd": 29,
        "commitment": "monthly",
        "basis": "$29/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0/month",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Starter",
          "price": "$29/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Pro",
          "price": "$129/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Enterprise",
          "price": "Contact us",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free plan; paid from $29/mo. Freemium SaaS with a free tier ($0/month) and paid plans starting at $29/month, plus enterprise options available on request.",
    "confidence": "medium",
    "source_url": "https://ragflow.io/",
    "checked_at": "2026-10-29T02:54:24.205Z",
    "amount": 29,
    "display": "From $29/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0/month",
        "period": "month",
        "persona": "free",
        "highlights": [
          "5 Apps",
          "1 team member",
          "0.1 GB dataset storage",
          "500 credits/month",
          "API key not available"
        ]
      },
      {
        "name": "Starter",
        "price": "$29/month",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "50 Apps",
          "5 team members",
          "5 GB dataset storage",
          "5,000 credits/month",
          "API key available"
        ]
      },
      {
        "name": "Pro",
        "price": "$129/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Unlimited Apps",
          "20 team members",
          "50 GB dataset storage",
          "20,000 credits/month",
          "API key available",
          "Most popular"
        ]
      },
      {
        "name": "Enterprise",
        "price": "Contact us",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "BYOC deployment",
          "On-premises deployment",
          "Dedicated support",
          "Custom SLA"
        ]
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub 82.9k stars",
    "open-source"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "enterprise security page only",
  "evidence_urls": [
    "https://ragflow.io/",
    "https://github.com/infiniflow/ragflow"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://ragflow.io/",
    "docs": "https://github.com/documentation",
    "mcp": null,
    "a2a": null,
    "api": {
      "docs_url": "https://github.com/developer",
      "endpoint": null
    },
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://ragflow.io/",
      "last_observed_day": "2026-10-29",
      "age_days": 1,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 19,
    "group": "Business data access tasks",
    "change_90d_pct": 0.11,
    "fair_price_by_tier_monthly_usd": {
      "individual": 20,
      "pro": 39.5,
      "team / small business": 199.5,
      "enterprise": 1386
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/19"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 249,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:43:18.184Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": {
      "amount": 500,
      "unit": "credits",
      "per": "month",
      "raw": "500 credits/month",
      "plan": "Free"
    },
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}