“Quotewise is a semantic search engine for verified quotations. Using vector embeddings, users find quotes by meaning — not keywords. The platform provides attribution verification, source provenance, and human curation for 560K+ quotes across 40+ languages.”
“Quotewise is a semantic search engine for verified quotations. Instead of matching keywords, it uses vector embeddings to find quotes by meaning. The platform includes 663K quotes from 38K originators with source documentation through QuoteSightings. It works on the web, through an API, and inside AI assistants like Claude via MCP.”
“Quotewise was founded by Christopher Q. Alexander (CQA) in October 2024. CQA is a detail-oriented engineer with a background in curating human knowledge systems. The platform grew from a personal quote collection into a mission to preserve authenticated human wisdom in the age of AI-generated content.”
“Quotewise currently has a growing corpus of 663K quotes from 38K originators across dozens of languages. The corpus grows through ongoing curation, community contributions, and partnerships with curated platforms. Every quote includes source documentation via QuoteSightings.”
“Semantic search converts your query and every quote into mathematical representations of meaning called vector embeddings (1024 dimensions). When you search for "courage during setbacks," the system finds quotes matching that concept even if they use completely different words.”
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