No-Code
Dify
development
Dify is an open-source platform for building LLM applications: a visual workflow builder, built-in RAG, agent tooling and observability, all behind clean APIs. We use it to take AI features from prototype to production fast, then host it on your own infrastructure.
- Type
- LLMOps platform
- Model
- Open-source
- Builds
- Apps · Agents · RAG
- Hosting
- Self-host or cloud
- Best for
- AI apps, fast
In short
Dify, at a glance
- The visual builder and built-in pieces cut weeks of boilerplate off every AI feature.
- Knowledge bases, retrieval and reranking ship with the platform, ready to use.
- Mix and switch Claude, GPT, Gemini and open models with routing and fallbacks.
- Every app is exposed as a clean API, so it slots straight into your product.
What we build with Dify.
Dify packages the parts every LLM app needs — prompt orchestration, retrieval, agents, model routing and observability — into one visual platform with APIs. That removes a huge amount of boilerplate, so the team can focus on the actual product.
Because it's open-source and self-hostable, you keep your data and avoid lock-in. We design the apps and pipelines, integrate them with your systems, and run Dify reliably in your environment.
Visual LLM apps
Chatbots, assistants and agents built on a visual orchestration canvas.
Built-in RAG
Knowledge bases, retrieval and reranking without assembling a pipeline by hand.
Model routing
Switch and mix providers, with cost and fallback handling built in.
Observability
Logs, annotations and analytics to monitor and improve quality.
The case for Dify.
Prototype to prod fast
The visual builder and built-in pieces cut weeks of boilerplate off every AI feature.
RAG out of the box
Knowledge bases, retrieval and reranking ship with the platform, ready to use.
Model-agnostic
Mix and switch Claude, GPT, Gemini and open models with routing and fallbacks.
APIs by default
Every app is exposed as a clean API, so it slots straight into your product.
Own your data
Open-source and self-hostable, so sensitive data and prompts stay in your environment.
Apps, agents & workflows
One platform for chat apps, tool-using agents and multi-step AI workflows.
How we engineer
with Dify.
AI app development
Design and build chat, assistant and agent apps on Dify, wired to your data and tools.
- Prompt orchestration
- Tool & agent setup
- API integration
The stack we pair
with Dify.
Models
Retrieval
Run & deploy
Integrate
Outcomes, not just output.
A six-step cycle, repeated until it's right.
Transparent, predictable and collaborative. You always know what's shipping next and why.
Discovery
We map the business, users and constraints, then pressure-test the problem before a line of code.
Planning
Architecture, scope, and a sprint roadmap with clear milestones, budgets and success metrics.
Design
Research-led UX and high-fidelity interfaces, validated with prototypes before build.
Development
Senior-led engineering in two-week sprints with demoable increments and continuous review.
Testing & QA
Automated and manual testing, security review and performance hardening before release.
Launch & Care
Confident deployment, monitoring and SLA-backed support that keeps things humming.
Dify questions, answered.
Still unsure if Dify is right for your project? A senior engineer will tell you straight on a free call.
Dify is an open-source platform for building LLM applications — chatbots, assistants, agents and RAG apps — with a visual builder, built-in retrieval and observability, all exposed as APIs. It's for teams that want to ship AI features quickly without rebuilding the same plumbing each time.
It bundles the orchestration, RAG, model routing and monitoring that every serious LLM app needs, so you skip weeks of boilerplate and focus on the product. When you outgrow a piece, its APIs and open-source core let you extend or replace it.
Yes, and we recommend it for anything data-sensitive. Self-hosting keeps your documents, prompts and conversations in your own environment and avoids lock-in. We deploy it on Docker or Kubernetes with SSO, backups and scaling configured.
Both. It has built-in knowledge bases with retrieval and reranking, plus agent and workflow builders for tool-using, multi-step applications. We wire these to your data and systems.
It's model-agnostic: Claude, GPT, Gemini and self-hosted open models, with routing and fallbacks. We choose per feature based on capability, cost and privacy.
Considering an alternative stack?
Ready to build with Dify?
Book a free 30-minute consultation. We'll pressure-test your idea and map a Dify approach, whether or not we end up working together.
What happens after you hit send.
You book in 60 seconds
Share a few details below. No lengthy forms, no sales gatekeeping.
A 30-minute strategy call
You talk to a senior engineer about your actual problem, not an account manager.
A clear path forward
You leave with concrete recommendations and a rough scope, whether or not we work together.
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