pocketflow/cookbook/pocketflow-tool-search

Web Search with Analysis

A web search tool built with PocketFlow that performs searches using SerpAPI and analyzes results using LLM.

Features

• Web search using Google via SerpAPI
• Extracts titles, snippets, and links
• Analyzes search results using GPT-4 to provide:
  • Result summaries
  • Key points/facts
  • Suggested follow-up queries
• Clean command-line interface

Installation

1. Clone the repository
2. Install dependencies:

   pip install -r requirements.txt
   

3. Set required API keys:

   export SERPAPI_API_KEY='your-serpapi-key'
   export OPENAI_API_KEY='your-openai-key'
   

Usage

Run the search tool:

python main.py

You will be prompted to:

1. Enter your search query
2. Specify number of results to fetch (default: 5)

The tool will then:

1. Perform the search using SerpAPI
2. Analyze results using GPT-4
3. Present a summary with key points and follow-up queries

Project Structure

pocketflow-tool-search/
├── tools/
│   ├── search.py      # SerpAPI search functionality
│   └── parser.py      # Result analysis using LLM
├── utils/
│   └── call_llm.py    # LLM API wrapper
├── nodes.py           # PocketFlow nodes
├── flow.py           # Flow configuration
├── main.py           # Main script
└── requirements.txt   # Dependencies

Limitations

• Requires SerpAPI subscription
• Rate limited by both APIs
• Basic error handling
• Text results only

Dependencies

• pocketflow: Flow-based processing
• google-search-results: SerpAPI client
• openai: GPT-4 API access
• pyyaml: YAML processing