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🤖🔎 Hugging Face Models Full-Text Search Scraper | Bulk AI Model Search | Apify Actor

🚀 Extract Hugging Face Model Search Results in Seconds (No Code)

The Hugging Face Models Full-Text Search Scraper (Apify Actor) is a powerful, scalable and SEO-optimized AI research tool designed to extract full-text search results from Hugging Face Models.

It allows you to search model repositories in bulk, discover keyword occurrences inside model files, analyze AI ecosystems, monitor emerging architectures, and build structured machine learning intelligence datasets.

Perfect for AI researchers, ML engineers, data analysts, investors, competitive intelligence teams, and automation workflows.

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🔥 Why This Hugging Face Models Scraper?

✔ Best Hugging Face Models Search Scraper on Apify

✔ Supports Bulk Keyword Search (Multi-Keyword Mode)

✔ Searches Models Only (No Datasets or Spaces)

✔ Extracts Repository-Level & File-Level Matches

✔ High-Speed Search Result Extraction

✔ Clean Structured JSON / CSV / Excel Output

✔ Perfect for AI Research & Trend Monitoring

✔ No Coding Required

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🎯 What This Scraper Does

This Apify Actor automatically searches Hugging Face Models using one or multiple keywords and extracts detailed match information from model repositories.

📌 Core Features

✅ Search Hugging Face Models only

✅ Bulk keyword processing

✅ Multi-topic AI research automation

✅ Extract repository-level search matches

✅ Extract file-level search matches

✅ Extract code snippets containing keywords

✅ Extract model tags & metadata

✅ Automatic pagination handling

✅ Structured dataset generation

✅ High-speed extraction engine

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⚡ Input Configuration (Simple & Powerful)

🔥 BULK KEYWORD MODE (SEO BOOST 🚀)

{
  "keywords": [
    "bert",
    "llama",
    "stable diffusion",
    "mistral",
    "transformers",
    "vision language model",
    "rag",
    "quantization",
    "fine tuning",
    "multimodal"
  ],
  "maxItemsPerKeyword": 100
}

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📊 Extracted Data

Field	Description
owner	Model repository owner
repoName	Model repository name
repoHref	Repository path
repoFullUrl	Full repository URL
fileName	Matched file name
fileHref	File path
fileFullUrl	Full file URL
matchCount	Number of matches
tags	Parsed model tags
tagsRaw	Raw tag data
codeSnippet	Matching text snippet
keyword	Search keyword
sourceUrl	Original Hugging Face search URL

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💡 Use Cases (High Demand SEO Keywords)

This Hugging Face scraper is ideal for:

🤖 AI model research

📊 Machine learning intelligence

🔎 Open-source AI monitoring

📈 AI trend analysis

🧠 LLM ecosystem discovery

⚡ Hugging Face repository search

📚 Model documentation mining

🏢 Competitive AI intelligence

🔬 Architecture research

📡 AI keyword monitoring

📊 Dataset enrichment

🤖 AI training datasets

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🚀 Key Features (Apify SEO Optimized)

⚡ Bulk keyword search support

🤖 Hugging Face model search automation

📌 Repository-level intelligence

📄 File-level keyword extraction

🔍 Code snippet extraction

📊 Structured output datasets

🌍 Large-scale AI ecosystem coverage

💾 Export-ready data

⚙️ Scalable cloud execution

🔁 Automated pagination

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📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel (XLSX)

✔ XML

✔ HTML

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📦 Example Output

{
  "owner": "google-bert",
  "repoName": "bert-base-uncased",
  "repoFullUrl": "https://huggingface.co/google-bert/bert-base-uncased",
  "fileName": "README.md",
  "fileFullUrl": "https://huggingface.co/google-bert/bert-base-uncased/blob/main/README.md?code=true",
  "matchCount": "40 matches",
  "tags": [
    "transformers",
    "pytorch",
    "onnx",
    "bert"
  ],
  "codeSnippet": "# BERT base model (uncased)",
  "keyword": "bert",
  "sourceUrl": "https://huggingface.co/search/full-text?q=bert&type=model"
}

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📊 Preconfigured Dataset Views

🔹 Overview View

Clean table including:

• Owner

• Model Name

• Match Count

• Keyword

• Model URL

• Matched File URL

Perfect for fast AI model discovery.

🔹 Detailed View

Extended dataset including:

• Repository paths

• File paths

• Match counts

• Model tags

• Raw metadata

• Code snippets

• Search source URLs

Ideal for:

🤖 AI research

🔎 Repository analysis

📈 Trend monitoring

📊 ML ecosystem intelligence

🔹 By Keyword View

Grouped by keyword:

• Keyword

• Owner

• Repository

• Match Count

• Model URL

Perfect for comparing AI topics at scale.

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🌍 Why Use This Scraper?

📊 AI Ecosystem Intelligence

🤖 LLM & Foundation Model Research

🔎 Full-Text Repository Search Automation

📈 AI Trend Monitoring

🧠 Open Source AI Discovery

⚡ Large-Scale Keyword Analysis

📚 Repository Documentation Mining

🤖 Automation Ready

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🔥 Why This is the BEST Hugging Face Models Search Scraper on Apify?

✔ Optimized for Apify marketplace ranking

✔ Bulk keyword support

✔ Repository-level intelligence

✔ File-level match extraction

✔ Code snippet extraction

✔ Structured export-ready output

✔ Enterprise-ready scalability

✔ Built for AI research workflows

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💸 Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

💳 Price: $0.98 / 1,000 results

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❓ FAQ (SEO BOOST SECTION)

Can I search multiple keywords at once?

Yes — bulk keyword mode is fully supported.

Does it search Datasets and Spaces?

No — this actor searches Hugging Face Models only.

Can I extract code snippets?

Yes — matching snippets are extracted whenever available.

Can I analyze AI trends?

Yes — this scraper is designed for AI ecosystem intelligence and trend monitoring.

Is coding required?

No — 100% no-code Apify Actor.

Can I export data?

Yes — JSON, CSV, Excel, XML and HTML are supported.

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⚠️ Disclaimer

This tool is an independent automation solution and is not affiliated with, endorsed by, or sponsored by Hugging Face.

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🔗 Related Actors (AI & Developer Intelligence Suite)

We are building a full PrimeScrape AI Intelligence Suite:

👉 More AI, Developer, Repository & Research Scrapers Coming Soon 🚀

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🌍 PrimeScrape Ecosystem

Built for large-scale:

🤖 AI Intelligence

📊 Research Automation

🔎 Repository Discovery

📈 Trend Monitoring

🧠 Machine Learning Research

⚙️ Workflow Automation

💾 Structured Data Collection

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📬 Support

⭐⭐⭐⭐⭐ Leave a review if you like this scraper.

📩 Contact us for custom scraping solutions, enterprise automation, or AI intelligence projects.