Dify 
Dify is a platform for building and operating production agentic workflows, retrieval-augmented generation pipelines, model applications and tool-enabled agents across cloud or self-hosted deployments. Teams should protect credentials and datasets, enforce tenant and tool permissions, test retrieval, prompts and autonomous actions, monitor traces and costs, evaluate models, secure deployments, and retain accountable engineering approval.
Starting price Free + from $59/mo
Tool Information
Dify is a platform for building and operating production agentic workflows, retrieval-augmented generation pipelines, model applications and tool-enabled agents across cloud or self-hosted deployments. Teams should protect credentials and datasets, enforce tenant and tool permissions, test retrieval, prompts and autonomous actions, monitor traces and costs, evaluate models, secure deployments, and retain accountable engineering approval.
Begin with authorized, minimal, non-sensitive inputs. Configure access, privacy, retention, visibility, model, citations, quality, disclosure, integration, export, moderation, safety, and spending controls. Compare results with authoritative sources, correct errors and artifacts, test the complete workflow, and retain accountable human approval before publication, trading, construction, employment, customer action, payment, or deployment.
A free Sandbox plan and open-source self-hosting are available. Cloud Professional starts from approximately $59 per month, with Team and Enterprise options. Messages, apps, knowledge storage, models, seats, compute, support, renewal and taxes vary.
AI output can be inaccurate, speculative, biased, derivative, unsafe, technically flawed, or misleading. Review consent, copyright, commercial rights, training, retention, renewal, refunds, security, and platform rules. Financial, crypto, legal, compliance, construction, religious, health, and customer-service outputs require qualified human review.
F.A.Q (4)
Pros and Cons
Pros
- Builds agents; chatbots; text generators; chatflows; and AI workflows visually
- Connects models from OpenAI; Anthropic; Google; xAI; Tongyi; and other providers
- Lets teams switch model providers without rebuilding the whole application
- Provides retrieval-augmented generation from PDFs; websites; databases; and other knowledge sources
- Offers more than 200 marketplace tools and integrations
- Supports variables; forms; code nodes; and human-input steps
- Publishes applications as web apps; embeds; APIs; or MCP servers
- Displays usage; latency; cost; and error analytics
- Provides shared workspaces; roles; and activity logs in cloud plans
- Offers a free cloud Sandbox plan
- Provides a free self-hosted Community edition
- Supports a single-command Docker deployment
- Offers dedicated; customer-VPC; and air-gapped enterprise deployments
- Provides SSO; RBAC; audit logs; and advanced governance in Enterprise
- Lists SOC 2 Type II and ISO 27001 for the enterprise offering
- Has a large public source repository and community support ecosystem
Cons
- The free cloud plan is limited to one member; five apps; 50 documents; and 50 MB of knowledge storage
- Sandbox includes only 200 model-message credits
- Free knowledge requests are limited to ten per minute
- Professional costs $59 per workspace each month or $590 annually
- Professional supports only three members
- Team costs $159 per workspace each month or $1;590 annually
- For Dify; enterprise pricing is custom
- Included model credits vary in consumption by model and may require the user's own API keys afterward
- Self-hosting transfers infrastructure; patching; backups; scaling; and incident response to the user
- The Community edition uses a Dify-specific Apache-derived license that must be reviewed for the intended commercial use
- Marketplace plugins and tools create third-party code and data-transfer risks
- RAG answers can misquote; omit; or hallucinate beyond the indexed sources
- Agent tools can take damaging actions if permissions and approval gates are weak
- Documents; prompts; logs; API keys; and model outputs can contain sensitive information
- Different model providers have different retention; residency; safety; and pricing terms
- Production use requires evaluations; observability; rate limits; prompt-injection defenses; secret management; and human oversight
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Overview
Before you subscribe
- Check the currency, billing period, automatic renewal, usage limits and seats at checkout — prices and promotions change.
- App-store pricing can differ from website pricing by country, device and tax.
- Share only authorised data, and read the provider's encryption, retention and model-training terms first.
- AI output can be incomplete or wrong. Verify facts, citations, calculations and code before you publish or ship.
- Commercial usage rights vary by plan, provider terms and jurisdiction.
- None of these tools replaces a qualified professional for medical, legal or financial decisions.
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