You can access the AI Chat Export Normalizer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "conversations": [
12        {
13            "id": "apify-qa-synthetic-001",
14            "title": "Synthetic Export Normalization Example",
15            "create_time": 1760100000,
16            "update_time": 1760100060,
17            "current_node": "apify-qa-assistant-001",
18            "mapping": {
19                "apify-qa-root-001": {
20                    "id": "apify-qa-root-001",
21                    "parent": null,
22                    "children": [
23                        "apify-qa-user-001"
24                    ],
25                    "message": null
26                },
27                "apify-qa-user-001": {
28                    "id": "apify-qa-user-001",
29                    "parent": "apify-qa-root-001",
30                    "children": [
31                        "apify-qa-assistant-001"
32                    ],
33                    "message": {
34                        "id": "apify-qa-message-user-001",
35                        "author": {
36                            "role": "user",
37                            "name": null,
38                            "metadata": {}
39                        },
40                        "create_time": 1760100001,
41                        "content": {
42                            "content_type": "text",
43                            "parts": [
44                                "Normalize this synthetic conversation export."
45                            ]
46                        },
47                        "metadata": {}
48                    }
49                },
50                "apify-qa-assistant-001": {
51                    "id": "apify-qa-assistant-001",
52                    "parent": "apify-qa-user-001",
53                    "children": [],
54                    "message": {
55                        "id": "apify-qa-message-assistant-001",
56                        "author": {
57                            "role": "assistant",
58                            "name": null,
59                            "metadata": {}
60                        },
61                        "create_time": 1760100002,
62                        "content": {
63                            "content_type": "text",
64                            "parts": [
65                                "Synthetic export accepted for automated quality assurance."
66                            ]
67                        },
68                        "metadata": {
69                            "model_slug": "synthetic-qa-example"
70                        }
71                    }
72                }
73            }
74        }
75    ]
76};
77
78// Run the Actor and wait for it to finish
79const run = await client.actor("z3n_m4nt1s/ai-chat-export-normalizer").call(input);
80
81// Fetch and print Actor results from the run's dataset (if any)
82console.log('Results from dataset');
83console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
84const { items } = await client.dataset(run.defaultDatasetId).listItems();
85items.forEach((item) => {
86    console.dir(item);
87});
88
89// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

AI Chat Export Normalizer for JSONL Workflows API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use AI Chat Export Normalizer API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

AI Chat Export Normalizer API in Python

AI Chat Export Normalizer API through CLI

AI Chat Export Normalizer OpenAPI definition

AI Chat Export Normalizer API

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