What do most AI applications look like?

Processing Text

• Gather a bunch of text, aka "content", plus a prompt, and magic happens
• RAG, gather context via cosine similarity search over source of documents converted to vector embeddings
• Pipelines that do "easy", generalized, tasks like summarization, QA, extraction, anonymization

What can you not do with LLMs

• Assistant or chat applications (ChatGPT)
• Nothing