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Google does not offer an official Google Scholar API. This guide explains why, what developers use instead, and how to access scholarly data legally via third-party APIs like BitLore.
Learn how to get Google Scholar data in Python without brittle scrapers. Compare DIY scraping vs API approaches, with working code using the BitLore Google Scholar API.
Step-by-step Google Scholar API Python tutorial. Install, authenticate, search papers, handle pagination and errors, and build a reusable client class with BitLore.
Step-by-step guide to building a literature review app using the Google Scholar API. Architecture, deduplication, export to BibTeX, and production tips with BitLore.
How to use Google Scholar API as a retrieval source for RAG pipelines and LLM agents. Architecture, tool-calling patterns, and Python examples with BitLore.
Google Scholar has no official API. We compare the best Google Scholar API alternatives in 2026 — SerpAPI, SearchAPI, Scrapingdog, and BitLore — on pricing, speed, and developer experience.
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