Agent fails to get tool output from the last prompt. Therefore, memory is required to generate the answer within the context.
Github code material: https://github.com/shkdidrlf/aichemist-cheminformatics-agent
AiChemist: https://aichemist.eu/
Original material (langchain academy): https://academy.langchain.com/
Ollama: https://ollama.com/