DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (2024)

DevOps Bulletin

11,549 followers

  • Report this post

OpenAI’s Assistants API offers an efficient way to implement Retrieval Augmented Generation. Upload up to 10,000 files into a vector database and create Assistants that can answer questions based on the uploaded content.In this blog, learn how to:Stream responses from OpenAI’s Assistants in real-time using AWS Lambda.Enhance user experience by streaming the response directly from the Lambda function.

Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants blog.gopenai.com

2

Like Comment

To view or add a comment, sign in

More Relevant Posts

  • DevOps Bulletin

    11,549 followers

    • Report this post

    In this series, learn to deploy WebAssembly (WASM) projects using Rust, S3, and CloudFront. Perfect for serverless web-delivered code.Key Steps:Build WASM Package: Use Trunk to bundle Rust code.Deploy to S3: Configure an S3 bucket for static websites and upload the build output.Set Up CloudFront: Create a CloudFront distribution for global content delivery https://lnkd.in/e3AxiFeZ

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (5)

    3

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    Monorepos centralize your codebases but can slow down CI/CD pipelines due to extensive testing. Change-based testing optimizes this by running tests only on the modified parts of the code, significantly reducing pull request run times and enhancing productivity.https://lnkd.in/eZAQCZqe

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (8)

    5

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    Struggling to stay engaged in meetings while taking notes? Check out "Distill" – an AI tool developed by the OCTO team that uses AWS services like Lambda, Transcribe, and Bedrock to transcribe and summarize meetings in real-time. 🔧 How It Works:Upload an audio file to an S3 bucket.Lambda functions transcribe the audio and send it to Bedrock for summarization.The summary, including key takeaways and to-dos, is saved back to S3. https://lnkd.in/egQKMc7S

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (11)

    1

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    Discover the secrets to managing stack dependencies in AWS CDK:✔️ Learn about service references between stacks in code.✔️ Explore importing services using helpers.✔️ Understand the benefits and drawbacks of each approach.Key Takeaways:🔹 Best practices for splitting AWS CDK apps into multiple stacks.🔹 Ensuring correct stack deployment order for seamless operation.🔹 Two main methods: code references vs. importing with helpers. https://lnkd.in/e69SGdnp

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (14)

    2

    Like Comment

    To view or add a comment, sign in

    • Report this post

    How the Account Factory for Terraform (AFT) can streamline the creation and management of AWS accounts. AFT automates account provisioning, ensuring consistency, security, and compliance.🔑 Key Components:Control Tower: Manages multi-account environments.Service Catalog: Deploys IaC templates.CI/CD Pipelines: Automates account vending and customization.Shared Accounts: Centralized logging and auditing.Vended Accounts: On-demand AWS accounts for specific needs. https://lnkd.in/eVGRhAZu

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (17)

    12

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    Discover how to build and deploy a QR Code Generator API using AWS Lambda and Terraform. Serverless architectures offer scalability, cost-effectiveness, and ease of maintenance, making this project a perfect fit.🔧 Key Steps:Create a Lambda Function: Handle HTTP requests to generate QR Codes.Write Function Code: Process URLs and generate QR Codes.Deploy the Function: Use AWS Console or Terraform.Test the API: Send POST requests to check the QR Code generation.IaC with Terraform: Define and manage infrastructure as code.HTML Frontend: Create a simple interface for user input.CI/CD Pipeline: Automate deployment with Jenkins.GitHub Repository: Manage code and infrastructure in one place. https://lnkd.in/eb9zR8hN

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (21)

    16

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    e1s is a terminal application to easily browse and manage AWS ECS resources, supports both Fargate and EC2 ECS launch types. https://lnkd.in/dAnyt99f

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (24)

    38

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    Want to create a URL shortener like TinyURL? Check out this guide to build one using AWS and Terraform. Manage infrastructure effortlessly and leverage caching for speedy redirects.🔧 Key Components:API Gateway: Handle HTTP requests.Lambda Functions: Run code serverlessly.DynamoDB: Store short URLs.DAX: Accelerate DynamoDB with caching https://lnkd.in/eGcs3s5K

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (29)

    10

    Like Comment

    To view or add a comment, sign in

  • DevOps Bulletin

    11,549 followers

    • Report this post

    Check out this guide to use AWS Cloudwatch and SNS for audit alerts, ensuring your EKS environment's security and compliance.🔍 Key Points:EKS Audit Logs: Monitor cluster actions without agents.Enhanced Security: Detect unauthorized access and malicious actions.Compliance: Maintain standards like PCI-DSS and HIPAA.Troubleshooting: Quickly resolve issues.Monitoring: Optimize cluster performance. https://lnkd.in/eMxMz9mz

    • DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (32)

    4

    Like Comment

    To view or add a comment, sign in

DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (34)

DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (35)

11,549 followers

View Profile

Follow

More from this author

  • Terraform Generation with LLM, FinOps for K8s, Postgres Hacking and CronJobs with AWS Lambda DevOps Bulletin 2w
  • Kubernetes Hacks, Terraform CI/CD, HashiCorp Acquisition, AWS Data Transfer Monitoring DevOps Bulletin 3w

Explore topics

  • Sales
  • Marketing
  • Business Administration
  • HR Management
  • Content Management
  • Engineering
  • Soft Skills
  • See All
DevOps Bulletin on LinkedIn: Serverless Chatbot Streaming with AWS Lambda and OpenAI Assistants (2024)
Top Articles
Latest Posts
Article information

Author: Francesca Jacobs Ret

Last Updated:

Views: 5450

Rating: 4.8 / 5 (48 voted)

Reviews: 87% of readers found this page helpful

Author information

Name: Francesca Jacobs Ret

Birthday: 1996-12-09

Address: Apt. 141 1406 Mitch Summit, New Teganshire, UT 82655-0699

Phone: +2296092334654

Job: Technology Architect

Hobby: Snowboarding, Scouting, Foreign language learning, Dowsing, Baton twirling, Sculpting, Cabaret

Introduction: My name is Francesca Jacobs Ret, I am a innocent, super, beautiful, charming, lucky, gentle, clever person who loves writing and wants to share my knowledge and understanding with you.