diff --git a/en/integrations/langchain/document-loaders/firecrawl.md b/en/integrations/langchain/document-loaders/firecrawl.md
index eeb773ad..2a9e015d 100644
--- a/en/integrations/langchain/document-loaders/firecrawl.md
+++ b/en/integrations/langchain/document-loaders/firecrawl.md
@@ -1,19 +1,19 @@
---
-description: Load data from URL using FireCrawl.
+description: Load data from URL using Firecrawl.
---
-# FireCrawl
+# Firecrawl
-
FireCrawl Node
+
Firecrawl Node
-# FireCrawl Document Loader
+# Firecrawl Document Loader
-[FireCrawl](https://www.firecrawl.dev) is a powerful web crawling and scraping service that provides advanced capabilities for extracting content from websites. This module enables loading and processing web content through the FireCrawl API.
+[Firecrawl](https://www.firecrawl.dev) is a powerful web crawling and scraping service that provides advanced capabilities for extracting content from websites. This module enables loading and processing web content through the Firecrawl API.
This module provides a sophisticated web crawler that can:
- Scrape single web pages
- Crawl entire websites
-- Extract structured data
+- Search the web for relevant pages
- Handle JavaScript-rendered content
- Process content with text splitters
- Customize metadata extraction
@@ -23,11 +23,11 @@ This module provides a sophisticated web crawler that can:
### Required Parameters
- **URL**: The webpage or website URL to process
-- **Connect Credential**: FireCrawl API credentials
+- **Connect Credential**: Firecrawl API credentials
- **Mode**: Choose between:
- Scrape: Single page extraction
- Crawl: Multi-page website crawling
- - Extract: Structured data extraction
+ - Search: Web search with content retrieval
### Optional Parameters
- **Text Splitter**: A text splitter to process the extracted content
@@ -48,7 +48,6 @@ This module provides a sophisticated web crawler that can:
## Features
- Multiple operation modes
- Advanced scraping options
-- Structured data extraction
- JavaScript rendering
- Mobile device emulation
- Custom timeout settings
@@ -68,11 +67,10 @@ This module provides a sophisticated web crawler that can:
- Sitemap processing
- Link extraction
-### Extract Mode
-- Structured data extraction
-- Schema-based parsing
-- LLM-powered extraction
-- Custom extraction prompts
+### Search Mode
+- Web search with content retrieval
+- Returns results with page content
+- Useful for query-driven data gathering
## Document Structure
Each document contains:
@@ -85,7 +83,7 @@ Each document contains:
- Additional custom metadata
## Notes
-- Requires a valid [FireCrawl API key](https://www.firecrawl.dev/app/api-keys)
+- Requires a valid [Firecrawl API key](https://www.firecrawl.dev/app/api-keys)
- Supports multiple content formats
- Handles rate limiting
- Job status monitoring