📄 PURE PLAINTEXT • 100% FREE

URL to Continuous Plain Text

Remove all HTML tags, styling markup, scripts, and markdown formatting to produce continuous, clean text for vector embeddings and NLP pipelines.

FlyCrawl Studio :: url-to-text
350ms Engine Online Ctrl + Enter ↵
Target Webpage URL 5 Free/min
Try Sample: Wikipedia NLP Hacker News GitHub
⚡
Free Tier Scope: Extracts clean text from a single webpage (Depth 1). For bulk multi-page ingestion into RAG vector stores (e.g. Pinecone, Qdrant, ChromaDB), integrate FlyCrawl via Python SDK.
0 Tokens 0 Chars 0 ms 
# Python SDK (pip install flycrawl)
from flycrawl import FlyCrawl

client = FlyCrawl(api_key="fc_live_...")
res = client.scrape_url("https://example.com", params={"format": "text"})
print(res["text"])

Optimal Input for Embedding Models & Sentence Transformers

Sentence Transformers (like all-MiniLM-L6-v2, text-embedding-3-small, or BGE-M3) perform best on continuous natural language paragraphs without markdown syntax characters (#, *, `, []) that can distort cosine similarity measurements.

Frequently Asked Questions

Are navigation menus stripped? ▼
Yes, header navigations, sidebars, cookie notices, and footers are automatically pruned.

Explore Related Tools