Remove auto-appending provider suffixes to api_base#38

Code-MonkeyZhang wants to merge 4 commits intoMiniMax-AI:mainMiniMax-AI/Mini-Agent:mainfrom

Code-MonkeyZhang:add-agent-memoryCode-MonkeyZhang/Mini-Agent:add-agent-memoryCopy head branch name to clipboard