How to Quantize a Model with Hugging Face Quanto

 This video is a hands-on step-by-step primer about how to quantize any model using Hugging Face Quanto which is a versatile pytorch quantization toolkit.

How to do RAG in OpenAI GPT4 Locally with File Search

 This video is a hands-on step-by-step primer about how to use RAG with Open AI File Search. OpenAI now supports RAG which means that now you can attach your own files and custom data to OpenAI assistant and talk to your documents with GPT4. 

How to Use LLM Function Calling Locally for Free

 Function calling in AI simply means that you can call external APIs from within your AI-powered application. Whenever you read that a model can do function calling, it means that it can take a natural language query of user and convert it to a function call. Then you can execute that function call to your API endpoint to get the data, and give it to LLM as additional context and get more grounded latest response as per your application requirement.

AnythingLLM - Any LLM, Any Document, Full Control, Full Privacy, Local, Secure

This video shows how to locally install AnythingLLM to privately and securly and remotely run any LLM with any RAG document. It all runs locally with zero required internet connectivity.

How to Install OpenDevin Locally

This is a step by step easy tutorial to locally install OpenDevin which is an open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects.

How to Create Urdu Hindi AI Model and Dataset from New Dataset

 This video is hands on step-by-step tutorial to create a new dataset, an AI model, fine-tune the model on dataset and then push it to hugging face.

Using Claude 3 Haiku Vision with Amazon Bedrock Locally

 This video is a hands-on guide as how to use vision features of Anthropic's Claude 3 Haiku AI model with Amazon Bedrock.

Create AI Agent in AWS with Boto3 Code

 This video is a step-by-step tutorial with code as how to create Amazon Bedrock AI agents with boto3 in Python to integrate with Lambda.

Immutable Data Integrity with Oracle's Blockchain Tables

 Blockchain tables in Oracle Database implement a unique data organization model, forming chains of insert-only rows. Each row, excluding the first, links back to the previous row using cryptographic hashing. This hashing method leverages row data and the hash of the preceding row to identify any unauthorized modifications through specialized verification procedures. The added capability to store user signatures significantly enhances security against tampering and unauthorized alterations.

Access AWS S3 Bucket from Oracle Database

 If you want to access any object stored in an AWS S3 bucket from Oracle database, then dbms_cloud package is your friend, provided you are using Oracle Autonomous database.