There is a resurgence of traditional AI like graph frag supplementing the dominance of LLMs. While LLMs are powerful and popular, there is a need to integrate other existing technologies and tools. Vector databases can complement LLMs and show that they are not the only essential tool. Viewing LLMs as agents that can leverage the strengths of other systems is an exciting prospect.

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