How can I implement the ChatMemory in an agentic workflow?

[FredLiu0813]

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I am working on an agentic workflow project using SpringAI, now I have a question/problem with ChatMemory.

Question How can I implement the memories in a workflow?

Example I have an agentic workflow that includes the following steps:

1. Perform a GoogleSearch based on user input.
2. Send the Google result to a LLM(e.g., OpenAI) to summarize them into a short article.
3. Return the summarized result.

Workflow: Start→GoogleSearch→OpenAI LLM→End

Problem When I running this workflow and enter "NBA" for the first time, and it returns an article about "NBA". However, when I input "please reduce the content of previous answer to 20 words" for the second time, the workflow does not retain the memory. Instead, It transmits the "please reduce the content of previous answer to 20 words" to Google and generates a new article.

Is there any way to solve this problem? I would greatly appreciate any responses.