# LLMs and Embeddings #### (text-embedding-ada-002 + Pinecone + GPT-4) From [[project-ideas]] Used in [[contactAnalysis MVP]] ![[Pasted image 20230920081239.png]] - [[Vector Embeddings]] - [[Common Uses of Vector Embeddings]] - [[Embedding Projections]] - [[Vector Database]] - [[Retrieval Augmented Generation (RAG)]] - [[Hypothetical Document Embeddings (HyDE)]] - [[Langchain]] - [[Hardware Requirements for Running Open-Source LLMs Locally]]