Tomás Murúa - SerpApi

Measuring World Cup Attention: What the data says about Vozinha

Cape Verde's goalkeeper Vozinha went from 27,000 Instagram followers to over 29 million during the World Cup. Here is what tracking search, news, and follower data across 39 players showed.

semantic-search

Semantic Image Search with Elasticsearch

Build a semantic image search pipeline with SerpApi, Jina embeddings, and Elasticsearch. Search photos by meaning, not captions, using a public Instagram feed as the worked example.

AI Agents

How to Connect Your Local LLM with Web Search Data

Give your local LLM real-time web data. Build a TypeScript chat app that calls SerpApi and keeps every response inside a small context window.

Python

How to Build a Brand Monitoring Dashboard with SerpApi and Python

Track your brand across Google News, YouTube, and online discussions in a single Python dashboard. This tutorial walks through fetching mentions from three SerpApi engines, parsing the results, and visualizing everything in Streamlit.

Python

How to Analyze Issues with the GitHub API and Python

Learn how to fetch GitHub issues via the REST API, transform them into structured data, and build an interactive Streamlit dashboard to visualize trends.

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