Dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
What’s new
Verified 1h ago> [!WARNING]
> **Self-hosted deployments using the bundled Weaviate must complete a manual, staged upgrade before starting 1.17.1.** The bundled Weaviate server moves from `1.27.0` to `1.39.2` — 12 minor versions — and skipping minors **is unsupported**. Pulling and restarting can silently and permanently break vector search. See Upgrade Guide below. Fresh deployments, external Weaviate, and other vector stores are unaffected.
### New Features
**Dataset-Scoped Knowledge Base API Keys**
- Knowledge base service-API keys were scoped to the whole workspace: one key could read and write every knowledge base in the tenant, so giving an integration access to a single knowledge base meant giving it access to all of them. Keys can now be bound to specific knowledge bases from the knowledge base's API access panel, with a workspace / this-knowledge-base scope selector at creation time. A bound key returns `403` for any other dataset — both documents and retrieval — and for endpoints that carry no dataset ID, such as list-all. Existing keys are unbound and keep their workspace-wide behavior, so nothing changes when you upgrade. (#37569)
**Keyboard Movement for Workflow Nodes and C
Full release notes →
> **Self-hosted deployments using the bundled Weaviate must complete a manual, staged upgrade before starting 1.17.1.** The bundled Weaviate server moves from `1.27.0` to `1.39.2` — 12 minor versions — and skipping minors **is unsupported**. Pulling and restarting can silently and permanently break vector search. See Upgrade Guide below. Fresh deployments, external Weaviate, and other vector stores are unaffected.
### New Features
**Dataset-Scoped Knowledge Base API Keys**
- Knowledge base service-API keys were scoped to the whole workspace: one key could read and write every knowledge base in the tenant, so giving an integration access to a single knowledge base meant giving it access to all of them. Keys can now be bound to specific knowledge bases from the knowledge base's API access panel, with a workspace / this-knowledge-base scope selector at creation time. A bound key returns `403` for any other dataset — both documents and retrieval — and for endpoints that carry no dataset ID, such as list-all. Existing keys are unbound and keep their workspace-wide behavior, so nothing changes when you upgrade. (#37569)
**Keyboard Movement for Workflow Nodes and C
Official download sources
Each source below has been validated against an approved publisher domain and editorially approved. Links route through a safe internal redirect.
Verified checksum File integrity
Verify your downloaded file matches the publisher’s official hash before installing.
SHA-256
13d38e0a0061eec6e25cfdf3aa287743d468d186a09621fa92de3550a1dc96e0
Platforms: Windows
Dify compared
A factual, side-by-side overview based only on verified data.
| Attribute | Dify This page | Yomikiru | Cockpit-tools | Gopeed |
|---|---|---|---|---|
| Developer | langgenius | mienaiyami | jlcodes99 | Gopeed Lab |
| Category | Utilities | Utilities | Utilities | Utilities |
| Platforms | Windows | Windows | Windows | Windows |
| Official sources | 1 | 1 | 1 | 1 |
| Verified official | ✓ | ✓ | ✓ | ✓ |
Alternatives to Dify
Verified, official downloads in the same category.
Frequently asked questions
Where can I download Dify safely?
Use the official sources listed on this page. Each link is validated against an approved publisher domain and routes through a safe internal redirect — no third-party or bundled installers.
Which platforms does Dify support?
Dify is available for Windows.
Is this the official Dify download?
Yes. Every source shown here is validated against the publisher’s approved domain and editorially reviewed before being published.
Who develops Dify?
Dify is developed by langgenius.
What are the best alternatives to Dify?
Popular alternatives include Termix, CopyQ and World Monitor. See the comparison above for a side-by-side overview.
Reviews & ratings
No reviews yet — be the first to share your experience.
Write a review