> ## Documentation Index
> Fetch the complete documentation index at: https://pulze.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Web Advanced Search

> Semantic search for highly relevant, factual, and up-to-date information

## Web Advanced Search

The Web Advanced Search tool performs meaning-based semantic search to find highly relevant, factual, and up-to-date information from the web. This advanced tool goes beyond simple keyword matching to understand the intent and context of your search queries.

<Note>
  This tool is only available in **Advanced mode**.
</Note>

### Key Features

* **Semantic Search**: Understanding meaning and context beyond keywords
* **Domain Filtering**: Include or exclude specific domains from results
* **Date Range Filtering**: Search for content published within specific timeframes
* **High Relevance**: Returns only the most pertinent results
* **Real-time Data**: Access to current web information
* **Contextual Understanding**: Interprets search intent for better results

### How to Use Web Advanced Search

1. **Formulate Your Query**:
   * Write a clear, specific search query describing what you're looking for.
   * The tool understands natural language and context.

2. **Apply Filters (Optional)**:
   * **Include Domains**: Specify domains to search within (e.g., .edu, .gov).
   * **Exclude Domains**: Block specific domains from results.
   * **Date Range**: Filter by publication date (start and end dates in ISO format).

3. **Review Results**:
   * The tool returns semantically relevant results with source citations.
   * Results are ranked by relevance to your query intent.

4. **Integration in Workflows**:
   * Use before Model Selector to provide current web context.
   * Combine with other tools for comprehensive research.
   * Chain with URL Similarity Search for deeper exploration.

### Use Cases

* **Research**: Find academic papers, studies, and authoritative sources
* **Market Analysis**: Gather current market trends and competitor information
* **Fact Checking**: Verify information across multiple reliable sources
* **News Monitoring**: Track recent developments on specific topics
* **Technical Information**: Find documentation and technical resources

### Example Scenarios

* "Find recent research papers about machine learning applications in healthcare"
* "Search for current market trends in renewable energy, excluding news aggregators"
* "Look for government reports on climate policy published in the last 6 months"
* "Find technical documentation for building REST APIs with authentication"
* "Research best practices for remote team management from business publications"

### Parameters

* `input`: Your search query (natural language)
* `include_domains`: List of domains to include (optional)
* `exclude_domains`: List of domains to exclude (optional)
* `start_published_date`: Filter by start date in ISO format (optional)
* `end_published_date`: Filter by end date in ISO format (optional)