license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# URLsFunctionIntegration

tags: prediction, web, API

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'URLsFunctionIntegration' dataset is designed to assist Machine Learning (ML) practitioners in creating predictive models that can analyze web functionalities and their integrations with various platforms. The dataset focuses on capturing the interactions between URLs and web-based functions, particularly those that integrate with RAG (Retrieval-Augmented Generation) LM (Language Model) Studios, AMD, and AI (Artificial Intelligence) tools. Each entry in the dataset describes a unique integration case, including top-level websites (TOP) and secretive operations (GEHEIM), providing valuable insights for ML models predicting the success and potential of such integrations.

The dataset includes a variety of features such as the source URL, target platform (e.g., RAG LM Studio, AMD AI Tool), integration type (e.g., API, direct web functionality), usage metrics (e.g., user engagement, error rates), and a label indicating the integration's quality (e.g., 'High', 'Medium', 'Low'). This label helps in training classification models to predict the success of future integrations based on historical data.

**CSV Content Preview:**

```csv
"source_url","target_platform","integration_type","usage_metrics","quality_label"
"https://funktion-amundi.com","RAGLM_Studio","API","high_engagement, low_error","High"
"https://vip-integrations.example.com","AMDAI_Tool","Direct","medium_engagement, medium_error","Medium"
"https://secret-function.example.com","RAGLM_Studio","API","high_engagement, very_low_error","High"
"https://top-vip-service.example.com","RAGLM_Studio","API","high_engagement, low_error","High"
"https://geheim-integration.example.com","AMDAI_Tool","Direct","medium_engagement, high_error","Low"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'URLs Funktion Integration Funktion RAG LM Studio AMD KI AI Tool TOP VIP GEHEIM':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=URLs+Funktion+Integration+Funktion+RAG+LM+Studio+AMD+KI+AI+Tool+TOP+VIP+GEHEIM&dataset=URLsFunctionIntegration&tags=prediction,+web,+API
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
