Introduction Hello. I’m Yamakawa (@dai_shopper3 ), a security engineer at GMO Flatt Security, Inc. LLMs exhibit high capabilities in various applications such as text generation, summarization, and question answering, but they have several limitations when used alone. Fundamentally, a standalone model only has the function of generating strings in response to input natural language. Therefore, to create an autonomous AI based on an LLM, a means to exchange information with the outside and e...
