A blockchain wallet is an application on your web browser or your phone that can store and transfer tokens, and run various transactions on a blockchain.
A seed phrase is a unique memonic sentence that is used to access your Blockchain wallet.
This must be kept safe as anyone having access to it will also be able to access your wallet and transfer assets and tokens from it.
Know more about how wallets work.