Voyage lite 01
Overview
Lightweight text embedding model from Voyage AI for retrieval-augmented generation and semantic search. Converts text inputs into dense vector representations with a 4096-token context window. A smaller, faster variant of voyage-01, now deprecated and superseded by newer Voyage AI embedding generations. Available via API and as open weights under MIT license.
About Voyage AI
Voyage AI provides best-in-class embedding models and rerankers for search and retrieval over unstructured data, used to power retrieval-augmented generation (RAG) and AI applications. It offers general-purpose, domain-specific (finance, legal, code) and company-specific fine-tuned models. Founded in 2023 and based in Palo Alto, the company was acquired by MongoDB, Inc. in February 2025 and now operates as a MongoDB subsidiary.
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