Update README.md

New_APIs/README.md

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 |[Temperature_API](./Temperature_API/)| Real-time global temperature data via HTTP requests from reliable weather sources
 |[Cryptocurrency_API](./Cryptocurrency_API/)|This demonstrates how a convert Cryptocurrency and spefic currency to dollars only|
 |[Weather_Forecast_API](./Weather_Forecast_API/)|This demonstrates we can know weather report via api and spefic locactions only|
+|[Chatbot_API](./Chatbot_API/)| Engage users with contextual replies and automated speech synthesis|