TEXT AND IMAGE RESPONSE GENERATIVE ARTIFICIAL INTELLIGENCE BASED CHAT-BOT

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A Generative AI chat bot that can talk to you and help you assist in your work.

WHAT IS GENERATIVE AI?

Generative AI refers to a category of artificial intelligence algorithms that are designed to generate new, previously unseen content.

FrameWork Used

NEXTJS

Nextjs is a full stack framework

that uses React for it's frontend and SSR for backend.Which Makes our work very easy.

NEXT PROVIDES US WITH SERVER SIDE RENDERING

SETTING UP NEXTJS

FRONTEND

REACT

React is a popular JavaScript library for building user interfaces, particularly single-page applications where you need a fast, responsive, and interactive experience.

GOOGLE'S AI (GEMINI) USED FOR THE

AI RELATED API'S

RELIABLE & CHEAP
CAN BE FINE TUNED ACCORDING TO USE
API'S HUGE DOCUMENTATION SUPPORT

REACT HOOKS MAKE'S HANDLING THE

STATES EASIER

SOME OF THE COMMONLY USED HOOKS ARE-

1-useEffect

2-useState

3-useRef

IMPORTANT PARAMETERS OF THE API USED

1-maxOutputTokens: This parameter limits the length of the generated output to a specified number of tokens. In your example, maxOutputTokens: 1000 means the model will generate up to 1000 tokens before stopping. This is useful to control the verbosity and ensure the output doesn't become excessively long.

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2.temperature: This parameter controls the randomness of the model's output. Lower values (closer to 0) make the output more deterministic and focused, reducing randomness. Higher values (closer to 1) increase the randomness and creativity of the output. In your example, temperature: 0.1 means the model will produce very deterministic and focused outputs, prioritizing the most likely tokens in its generation process.

SOME FEATURED:=

1- TYPESCRIPT(for type safety)

2- (.ENV) FILES FOR ENVIRONMENT VARIABLES

3- PROPERLY STRUCTURED