There is no chemical reaction.
You'll be extracting vitamin B6 - it will be extracted from the mashed nut mass into methanol. Then, you'll inject the methanol/vitamin B6 sample into the chromatograph, it'll get divided (probably on a reversed phase HPLC, so that methanol leaves the column immediately) and you'll get pure vitamin B6