Understanding Dify's Unique Advantages for LLM Application Tech Stacks
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Questions and Answers

Match the following tech stack features with their descriptions:

Visual orchestration interface = Widely praised, modify Prompts and preview effects in one place Live-editing node debugging = Designed for building more complex, reliable, and stable LLM applications Automated cleaning for TXT, Markdown, PDF, HTML, DOC, CSV formats = Enables maximum support for unstructured service Exportable as data format for model fine-tuning = Based on human-annotated Q&As, used for similarity-based replies

Match the following unique advantages with their benefits:

Transparent policies around product specifications = Ensure decisions are made based on complete understanding Industry-leading visual workflow orchestration interface = Supports snippet previews and recall testing Visual knowledge base management interface = Onboard new mainstream models within 48 hours Modular DSL and native code runtime = Industry-first in visual knowledge base management

Match the following companies with their involvement in the tech stack:

OpenAI = Included in the tech stack comprising 10+ companies Anthropic = Part of the community for active contributions Dify = Provider of the unique advantages in the tech stack Mainstream models within 48 hours = Beneficiary of the industry-leading orchestration interface

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