
How Cohere Embeddings Works
Transforming Raw Text into Powerful Vector Representations
Technical Infrastructure Made Simple
Cohere Embeddings converts text into high-dimensional vector representations that capture semantic meaning in a format machines can process:
- Input Processing: Your text data flows into n8n from any connected source
- Embedding Generation: The Cohere service transforms text into numerical vectors
- Workflow Integration: These vectors become available within your n8n workflow
- Application Building: Connect with databases, APIs, and other services
Through n8n's visual interface, you can create sophisticated embedding-powered applications without extensive coding, connecting to 422+ other services to build complete AI solutions that solve real business problems.