GPT-Powered chatbot over the phone - Try it, and see how it was built

1

AWS Step Functions

Since it relies on an external API call, it does take a while to execute (1.285 seconds on average), which is very inefficient, and despite throwing Lambda Power Tuning at the problem, it's purely an external dependency issue, and can't be resolved by resources. You could make it more cost-effective using AWS Step Functions to handle the OpenAI API call asyncrhonously, but I didn't worry for this project.

#Project Management #Workflow Automation #Web Service Automation 57 social mentions

2

AWS Secrets Manager

AWS Lambda handles the call to OpenAI's API. The function itself is quite simple, although the supporting Lambda Layer was significantly larger. Since OpenAI's API costs money, I've leveraged AWS Secrets Manager to keep my API Key secure. To make debugging less nightmarish (we'll see why!), Amazon CloudWatch provides a simple way to store my basic log files, and Amazon API Gateway gives an ability to retrieve them!

#Identity And Access Management #Identity Provider #SSO 67 social mentions

3

Amazon Polly

Amazon Lex, AWS's natural language conversational AI service. With Amazon Connect, it seamlessly leverages Amazon Transcribe to understand what is being said (speech-to-text), and Amazon Polly to provide the verbal response (text-to-speech). We aren't really using the Natural Language powers of Lex, but it has other uses for us:.

#Text To Speech #AI #Speech Recognition 42 social mentions

4

Amazon Lex

Amazon Lex, AWS's natural language conversational AI service. With Amazon Connect, it seamlessly leverages Amazon Transcribe to understand what is being said (speech-to-text), and Amazon Polly to provide the verbal response (text-to-speech). We aren't really using the Natural Language powers of Lex, but it has other uses for us:.

#Chatbots #Chatbot Platforms & Tools #CRM 13 social mentions

5

AWS Lambda

AWS Lambda handles the call to OpenAI's API. The function itself is quite simple, although the supporting Lambda Layer was significantly larger. Since OpenAI's API costs money, I've leveraged AWS Secrets Manager to keep my API Key secure. To make debugging less nightmarish (we'll see why!), Amazon CloudWatch provides a simple way to store my basic log files, and Amazon API Gateway gives an ability to retrieve them!

#Cloud Computing #Cloud Hosting #Backend As A Service 244 social mentions

6

Amazon Connect

Amazon Connect is a powerful solution that lets us set up a phone number, build contact flows, support call centre agents, and everything in-between. It's not exactly a leader in this space, but it's smooth integration with other AWS Services makes it a breeze for this scenario.

#Communication #Enterprise Communication #Cloud Business Telephony 8 social mentions

7

Amazon CloudWatch

AWS Lambda handles the call to OpenAI's API. The function itself is quite simple, although the supporting Lambda Layer was significantly larger. Since OpenAI's API costs money, I've leveraged AWS Secrets Manager to keep my API Key secure. To make debugging less nightmarish (we'll see why!), Amazon CloudWatch provides a simple way to store my basic log files, and Amazon API Gateway gives an ability to retrieve them!

#Monitoring Tools #Log Management #Application Performance Monitoring 54 social mentions

8

Amazon API Gateway

AWS Lambda handles the call to OpenAI's API. The function itself is quite simple, although the supporting Lambda Layer was significantly larger. Since OpenAI's API costs money, I've leveraged AWS Secrets Manager to keep my API Key secure. To make debugging less nightmarish (we'll see why!), Amazon CloudWatch provides a simple way to store my basic log files, and Amazon API Gateway gives an ability to retrieve them!

#API Tools #APIs #Web Service Automation 94 social mentions