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Will i need a front end framework like React, while using web3 to build Decentralized Applications?

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You can use whatever tools you wish on the frontend to interact with Ethereum: vanilla JavaScript, Angular, React, Vue, etc. Ethereum itself is programming language and framework neutral. You can call smart contracts from both frontend and backend.

Here is an example for vanilla JavaScript.

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