ParthJain18/fluent_flow

Fluent Flow

A language translation app built using Flutter and Python backend.

It translates live conversations from one language to another, then uses the history of the conversation and a logistic regression model to determine whether the current conversation needs any reply suggestions or not (Basically, we check if a LLM can be used to generate a reply suggestion or not, because if the conversation is personal, there is no need to generate any suggestions). If the conversation needs a generated reply, Google's Gemini API is used to generate possible reply suggestions.

The user can also generate a summary for the conversation if needed, and the app can be used to translate written text using the camera.

Screenshots

Suggestions Example	Translation Example
WhatsApp Image 2024-04-04 at 23 44 28_7158d8e1	WhatsApp Image 2024-04-04 at 23 46 53_f1590e79
Summary Example	Camera Example
WhatsApp Image 2024-04-04 at 23 46 03_1f69797a	WhatsApp Image 2024-05-06 at 11 08 37_2264cdc5
WhatsApp Image 2024-05-06 at 11 08 37_6bbe35da

Flowchart

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