Cookbook Index

Hello, Dify!

Hack are some hack solution that may help you better use Dify.

And they might be supported by Dify officially in the future.

Quick Guide

How to download the DSL file?

How to copy the prompt?

Checklist

Hack You can leave some unused blocks without preventing you publish the app.

CookbookDetail Checklist

Conversation Variables

Hack Allow you assign constant to the “Conversation Variable”.

CookbookDetail Conversation Variable with Constant

Code block

LevelBeginner Write or generate Python code in Dify !

CookbookDetail Code block

CookbookExtra Python Debug

CookbookDSL File DSL

CookbookPrompt Prompt

DemoHelper Code Generator

Code block with API

LevelIntermediate Alternative way to call your favorite API, Not “HTTP Request” or “Tools-Custom”. More flexibility.

Code example

# Python & Dify
import httpx
def main(auth_bearer: str) -> dict:
    url = "https://api.cloudflare.com/client/v4/accounts"
    headers = {
        "Content-Type": "application/json",
        "Authorization": f"Bearer {auth_bearer}"
    }
    with httpx.Client() as client:
        response = client.get(url, headers=headers)

    data = response.json()
    result = []

    if data["success"] and "result" in data:
        for account in data["result"]:
            result.append({
                "id": account["id"],
                "name": account["name"]
            })

    return {"result": result}

Dify Agent inside Chatflow or Workflow

Hack Allow you to use Dify Agent inside Chatflow or Workflow, just like the “Workflow as tool” feature.

This is a hack solution, not a official feature. Offical feature is coming soon.

CookbookDetail Dify Agent inside Chatflow or Workflow

I implemented with one-shot agent, so no history. I also implemented this with 1 input variable, you can either remove it, or use it, or add more of it.

So modify code is required.. However, you can try to use the code generator with the prompt I provided above, bring my code and the prompt, chat with some smart LLM like GPT-4o or Claude 3.5 Sonnet that help you modify the code.

Cloudflare KV for Persistent Storage

LevelIntermediate Example of using Cloudflare KV for persistent storage.

CookbookDetail Cloudflare KV for Persistent Storage

CookbookDSL File DSL

DemoHelper Get account_id by Cloudflare API

Better Personalized Memory Assistant

CookbookDetail Personalized Memory Assistant

CookbookDSL File DSL

DemoTry this Personalized Memory Assistant

Hack 2024-09-22 Out of date, conversation variable can greatly reduce the complexity of this example.

• You will need an Cloudflare account.
• You must finished the Cloudflare KV for Persistent Storage first.