- Видео 9
- Просмотров 3 453
Selvam Subbiah
США
Добавлен 30 сен 2011
Auto-generate MongoDB Queries using OpenAI
In this video, we will look at how to generate MongoDB Queries given an input data and expected output data. In order to achieve this we will use the Chat Completion API and Assistants API and use function calling to produce reliable and accurate output.
The Jupyter Notebooks shown in this video can be found in these below Github links
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mongodb_query_generator/mongodb-query-generator-openai.ipynb
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mongodb_query_generator/mongodb-query-generator-openai-function-calling.ipynb
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mong...
The Jupyter Notebooks shown in this video can be found in these below Github links
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mongodb_query_generator/mongodb-query-generator-openai.ipynb
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mongodb_query_generator/mongodb-query-generator-openai-function-calling.ipynb
- github.com/selvam85/getting-started-with-llm/blob/main/examples/openai/mong...
Просмотров: 273
Видео
Working with files in OpenAI Assistants API and visualize file content
Просмотров 225Год назад
Data Visualization with OpenAI Assistants API In this tutorial, we take a quick look at how to work with files in OpenAI Assistants API and use the code interpreter tool to produce some visualizations based on the file content. This is a cool way to utilize the Assistant to produce some visualizations of the data - trends, analytics, etc. In this example, we upload a simple CSV file containing ...
Getting started with OpenAI Assistants API
Просмотров 50Год назад
This is a quick start tutorial to get started with using Open AI Assistants API to build AI assistants. In this video, we will build a math tutor assistant and look at the Code Interpreter tool usage and the various concepts such as threads, runs and messages in the Assistants API. The jupyter notebook used in this tutorial can be found here - github.com/selvam85/getting-started-with-llm/blob/m...
How to package and deploy an AWS Lambda function
Просмотров 195Год назад
This tutorial provides a step by step walkthrough of how to package and deploy an AWS Python Lambda function. We will take a look at the following - How to package a lambda function without any dependencies - How to package a lambda function with dependencies using Pip - How to package a lambda function with dependencies using Poetry Once the lambda function is packaged and a zip file is create...
How to secure a REST API with Cognito User Pool and OAuth scopes
Просмотров 1,7 тыс.Год назад
This is a step by step tutorial to configure Cognito User Pool as the authorizer for REST API in AWS. The focus is on creating a Resource Server a.k.a OAuth server in the Cognito User Pool to create custom OAuth scopes and protect the REST API endpoint using those OAuth scopes. For those who like text, please check out this blog post - selvamsubbiah.com/how-to-integrate-api-gateway-and-cognito-...
Semantic Image Segmentation in the browser using DeepLab - Part 3
Просмотров 962 года назад
Semantic Image Segmentation in the browser using DeepLab using TensorFlow.js - Part 3. This video is a continuation of the 3 part series on Image Segmentation using TensorFlow.js You can watch the other videos here. Part 1 - ruclips.net/video/kg8sEGelV2Q/видео.html Part 2 - ruclips.net/video/-zW0RMWC6wk/видео.html In this video, we demonstrate the power of the model, to remove segments of an im...
Semantic Image Segmentation in the browser using DeepLab - Part 2
Просмотров 772 года назад
Semantic Image Segmentation in the browser using DeepLab using TensorFlow.js - Part 2. This video is a continuation of the 3 part series on Image Segmentation using TensorFlow.js You can watch the Part 1 video here - ruclips.net/video/kg8sEGelV2Q/видео.html In this video, we walkthrough the code utilizing the DeepLab model available as part pre-trained models in TensorFlow.js If you want to rea...
Semantic Image Segmentation in the browser using DeepLab - Part 1
Просмотров 1732 года назад
Semantic Image Segmentation in the browser using DeepLab model in TensorFlow.js - Part 1. In this video, we look at the basics of Semantic Image Segmentation, it's applications, an overview of the DeepLab model and how to use it in TensorFlow.js. If you want to read it as an article, please read the blog here - selvamsubbiah.com/semantic-image-segmentation-in-browser-using-deeplab/
TensorFlow.js - Facial Landmarks detection in the browser using MediaPipe FaceMesh model
Просмотров 7103 года назад
In this video, we look at the basic usage of the MediaPipe FaceMesh model to detect facial landmarks directly in the browser. This state of the art model is provided as part of the facial landmarks package in TensorFlow.js pre-trained models. This model detects 468 3D facial landmarks in real time directly in the browser. Related Blogpost: selvamsubbiah.com/mediapipe-facemesh-in-tensorflow-js/ ...
This is exactly what I was looking for. Thank you very much!!
Glad it was helpful!
how to detect each eye if it's closed or not
Thanks my friend!!, your code is very accurate and works very well ! 💖💖
I've been working with Cognito for a while but using a custom Lambda authorizer. I've been wanting to experiment with scopes in a new application and this video really made it click. Great video, thank you!!
Glad you found it helpful!
Great video, Selvam! The link to the csv inside jupyter wasn't working for me, but found it inside your repo. :) Would you mind if I used your example in my LLM course if I cite you properly?
Yeah sure, please use it. Looking forward to checking out your course once it is available. Cheers!
Great video, thanks! Do you take on private clients to implement the advice and other projects?
Thanks for reaching out! I don't have plans to take on projects right now.
Thank you so much finally done my task
Thanks