GenAIScript

--- layout: two-cols-header --- # Agent Memory - Top level LLM "forgets" to give details \*\*\* - Share findings with memory (LLM RAG log of agent query-answer pairs using SLM) - store ```mermaid flowchart LR query(["summarize changes in the current branch"]) --> LLM((LLM)) LLM --> |"query the last failed run"| agent_github agent_github["agent github"] --> |"commit failed_sha is responsible"| LLM memory[(agent memory)] agent_github --> |"remember failed_run, failed_sha"| memory ``` - retreive ```mermaid flowchart LR LLM((LLM)) memory[(agent memory)] LLM --> |"get changes in failed_sha"| agent_git agent_git["agent git"] --> |"diff +main.ts -main.ts...+ new code"| LLM memory ---> |"failed_sha"| agent_git ```