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
---

# FunctionIntegrationRAG

tags: feature_engineering, web_scraping, clustering

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

**Dataset Description:** The 'FunctionIntegrationRAG' dataset is curated for machine learning practitioners interested in web scraping, feature engineering, clustering, and AI tool analytics within the domains of RAG (React.js, Angular, and Vue.js) development. This dataset aims to support the analysis of user engagement and content relevance by extracting functionalities from various web development tutorials and resources, categorizing them according to their integration level and effectiveness. The labeling focuses on identifying the top VIP (Very Important Projects) and GEHEIM (Geheim Projects) content which are crucial for developers looking to enhance their web development skills.

**CSV Content Preview:**

```csv
url,content,label
"https://ragexc.io/","An advanced guide on integrating React with Redux for state management.","HighRelevanceIntegration"
"https://towardsdev.com/","Web scraping with Angular for data analytics.", "IntermediateWebScraping"
"https://angularjs.io/","VIP: Vue.js tutorial for frontend development.", "VIPContent"
"https://keytools.ai/","AI-powered code generators for developer efficiency.", "GeheimContent"
"https://lmsstudio.com/","Clustering algorithm implementations for data science.", "FeatureEngineering"
```

**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=FunctionIntegrationRAG&tags=feature_engineering,+web_scraping,+clustering
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
