Give your Dify workflows TikTok Shop, AliExpress and video transcript tools

说明与用途

TubeText 插件为 Dify 添加了四个工具，自动获取 TikTok Shop 产品数据、AliExpress 搜索结果和视频转录，支持快速 LLM 工作流，成本低廉。

问题

Integrating real-time product, price, stock, and video transcript data into Dify LLM workflows is difficult because Dify lacks built‑in connectors for these sources.

结果

Using TubeText, a single workflow can fetch video transcripts, product details, and price data in under 30 seconds, with parallel execution and minimal cost (~$0.007 for a full test round).

工作流

• Create an Apify account and copy the API token
• Install the TubeText plugin in Dify
• Authorize the plugin with the token
• Use the TubeText tools (TikTok Shop Products, AliExpress Search, Video Transcript, Get Run Results) as nodes in a Dify workflow
• Pass the tool outputs to an LLM node for processing or summarization
• Optionally use Get Run Results for long runs that exceed the Max Wait time

证据

Dify is great at the LLM part of a workflow. The hard part is getting real data in: a product's sales and stock, AliExpress prices, or what a video actually says.

来源

The TubeText plugin adds four tools to Dify for exactly that. Each one runs an Apify Actor with your own token and returns clean JSON.

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In my test, one call with one YouTube link and one TikTok link took 26 seconds.

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The plugin is free. Runs bill per result on your Apify account (Apify free-plan prices): YouTube transcripts: $4 per 1,000. TikTok transcripts: $3 per 1,000. AI transcription: $0.006 per minute, and only if you turn it on.

来源

The plugin only calls api.apify.com. It never logs in to TikTok, AliExpress or YouTube.

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