Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Docugami records 7,680 monthly visits with +10% growth and Free Trial, Paid, Contact for Pricing pricing.

Turn business documents into knowledge graphs that drive real action
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | docugami.com |
| Pricing Model | Freemium | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 7.68K (7,680) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| +696 (+10%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (48.1%) |
|---|
| Direct Visits / mo | 470.6K | 3.04K |
|---|
| User Rating | 4.8 | 4.3 |
|---|
| Supported Platforms | Website | Website |
|---|

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Turn business documents into knowledge graphs that drive real action
Transforms entire documents into hierarchical, interconnected knowledge graphs rather than extracting a fixed set of fields.
AI agents that reason across documents and take action — tracking obligations, routing approvals, generating audit-ready reports.
Learns your organisation's unique business rules and improves autonomously with repeated use, without code changes.
Handles contracts, ACORD forms, invoices, clinical trial documents, HR files and property records from one platform.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
#3
SpecialistAn agentic analytics platform that turns questions into governed, trusted answers

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

Chat with any PDF and get cited answers instantly
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

SpecialistEnterprise AI that turns market signals into growth

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.

Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

SpecialistAn agentic analytics platform that turns questions into governed, trusted answers
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.