AI agents, voice & avatars
What can you build?
Document-grounded assistants, web chat and AI workflows. RAG retrieves relevant material for an answer; it does not guarantee accuracy.
Who is it for?
People prototyping a document assistant, product-information guide or knowledge-based chat app.
Possible use
Prototype a chat assistant using shareable manuals and FAQs, then evaluate its answers against the sources. Check permissions and what is sent to external models before using confidential material.
Things to check
Check document rights, access controls, incorrect answers and model costs. Cloud and self-hosted deployments have different operational needs. This is not a dedicated face-and-voice replica service; audio or video may need integrations.
Integration with a particular app builder has not been tested. These are possible uses; check the required features and connection methods individually.
Cost check
Free plan with limits
Dify Cloud offers a free Sandbox allowance with limits on message credits, apps and knowledge data. Check external-model API fees, self-hosting infrastructure and maintenance costs, and applicable licensing conditions.
Check official pricing and fees ↗
Reviewed November 7, 2026. Conditions vary by region, product and agreement; check current official information before use.
Sources and review
Reviewed: 2026-11-07