Google Light Search API

An autonomous agent that benchmarks a Gemma 4 deployment, analyzes speed and energy usage, changes the configuration, and repeats until performance improves.

A local-first EU261 assistant that extracts information from travel documents, checks official passenger-rights sources, and finds airline claim channels.

Checks counterparties, brand conflicts, and adverse reports through SerpApi before allowing an agent to act within a person's signed permissions.

Uses SerpApi to discover current economic information, verify official sources, and maintain a fact ledger for autonomous agents.

Uses SerpApi searches to research an organization's publicly visible domains, content and threat information.

Researches technical decisions with SerpApi search tools, organizes source evidence and compares options against weighted criteria.

Runs a research workflow that searches through SerpApi, checks evidence and assembles reports with source references.

Collects local news, route information and web evidence through SerpApi to support situation research.

Researches Indian credit-card offers and related news through SerpApi for a spending-based comparison assistant.

Uses SerpApi search evidence alongside package information to compare software libraries and AI tools.

Researches jobs and student opportunities through SerpApi and explains how results relate to a user's profile.

Breaks claims into smaller questions and uses SerpApi search tools to collect evidence with a trace of the investigation.

Coordinates shared SerpApi retrieval for agent teams, with recoverable requests and inspectable search records.

Integrates SerpApi Search Tools with DSPy tool schemas, asynchronous execution and agent workflows.

Maps syllabus topics to practical skills and uses SerpApi to find related work and learning opportunities.

Exposes SerpApi search data through PostgreSQL functions with request quotas and credit controls.

Explores possible hobbies and lifestyle choices using current web research from SerpApi.

Breaks model answers into claims and retrieves SerpApi evidence to evaluate how well the claims are supported.

Summarizes emails with a local model and researches senders' companies through Google Light Search to add context to each message.