This is what i thought, until i stumbled across ReAct prompts. The tldr is you prompt the llm to give its thought, provide it with guides for actions to take,(y

This is what i thought, until i stumbled across ReAct prompts. The tldr is you prompt the llm to give its thought, provide it with guides for actions to take,(you do this through code) then give the answer back to the llm, itll continue in this loop. for the lennon questions > Me: What was the moon phase when john lennon was killed? > GPT: Thought: I need to find out the moon phase on the date when John Lennon was killed. Action: google: Moon phase on December 8, 1980 PAUSE I didnt code this I just did the search my self following is the google result > ME: The Moon phase for December 8th, 1980 is a Waxing Crescent phase. > GPT: Observation: The Moon phase for December 8th, 1980 was a Waxing Crescent phase. Answer: The Moon phase when John Lennon was killed on December 8th, 1980 was a Waxing Crescent phase. these iterative thoughts and actions really sold me on it. theres papers that go more indepth