When you ask an AI a question like, “What’s the best way to keep my brand voice consistent?” how does it know what you mean? Words are more than letters. They carry meaning, context, and relationships. That’s where embeddings come in.
What Are Embeddings?
Embeddings are mathematical representations of meaning. Imagine every piece of text, whether a word, sentence, or whole article, converted into a long list of numbers. These numbers capture not just the letters, but the semantic essence: what the text means and how it relates to other pieces of text. In simple terms, words with similar meanings have similar embeddings, like “love” and “affection” will be close together in this mathematical universe, but “Love” and “Windows” are far apart. 🙂 This space is called a vector space; each embedding is a vector, a point in that space.
Why Do We Need Embeddings?
Embeddings allow AI to understand context, not just keywords, match meaning in searches (e.g., searching “healthy snacks” finds “nutritious treats”), or enable personalization (find similar products, articles, or conversations). Without embeddings, AI would just count words. With embeddings, AI connects ideas like a web of meaning.
How AIOHM Uses Embeddings
When you upload your knowledge base to AIOHM, each chunk of text is converted into an embedding. Later, when someone asks a question in Mirror Mode, AIOHM doesn’t just scan for keywords. It searches by meaning, bringing back the most relevant answers aligned with your content. This is the foundation of Retrieval-Augmented Generation (RAG), feeding your AI assistant the most contextually relevant info before it speaks.
DNA for AI Language
Embeddings are like DNA for language, quiet yet powerful, carrying the code that allows AI to understand not just words, but meaning. This is how your assistant becomes more than a script; it becomes a trusted voice, offering answers with depth and relevance.
And here’s the beautiful part: this future isn’t reserved for tech giants. With AIOHM, you can bring this power to your own WordPress site today and automate meaningful responses for your clients, in your brand voice, with intelligence that feels human.
Join the AIOHM Founders Club for less than €1 a month and be part of the first wave building authentic, AI-driven experiences that truly serve your audience.
