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AI
Embeddings
Mathematical vector representation of text — similar texts get similar vectors.
Embeddings place 'black leather jacket' and 'dark leather coat' close together in vector space even though the words differ. This enables semantic search — keyword overlap not required. LeadsUp defaults to OpenAI text-embedding-3-small (1536 dim).
Related terms
RAG (Retrieval Augmented Generation)
LLM retrieves relevant documents from a knowledge base before generating its reply.
ReadSemantic search
Search by meaning similarity rather than keyword match.
ReadLLM (Large Language Model)
AI model trained on massive text corpora; can converse in natural language.
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