Web Search Report Generator

This chatflow is designed to automate the process of generating a report from web search results. It begins with user input for a query and the number of top results (top_k) to consider. The Google Search API is used to perform the search, returning text-based results. A Python code node extracts URLs from these results, limited by the specified top_k value. An iteration node processes each URL using Jina's Fetch Single Page tool to retrieve page contents. Another LLM node then summarizes each page's content. If no content is found, it outputs 'Not Found'. Finally, another Python code node compiles these summaries into a markdown table format, which is used by an LLM node to generate a comprehensive markdown report summarizing all findings.