LLMs + Vector Databases: Building Memory Architectures for AI Agents

The 128k token limit for GPT-4 is equivalent to about 96,000 words. This limitation becomes a major barrier for a research assistant dealing with whole academic libraries. Smarter memory architectures, not larger context windows, are the answer.