Fine-Tune Phi-3 on Local Custom Dataset

 This video is an easy step by step hands on tutorial to locally finetune Phi-3 LLM on your local system on your own dataset.

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.

OCI Generative AI Agents

 Artificial intelligence (AI) is revolutionizing our interactions with the world, presenting both opportunities and complexities for organizations embracing new AI technologies. Nowhere is this more evident than with generative AI, which integrates knowledge assimilation from various sources to automate tasks and boost human creativity and productivity. This transformative technology empowers organizations to summarize documents, create tables, generate meaningful text, develop code, and synthesize innovative ideas.

Oracle's strategic approach revolves around three AI modalities: infrastructure, models and services, and application integration. Oracle has embedded AI across its cloud applications like CRM, ERP, HCM, CX, and EMR to enhance their functionalities. Similarly, Oracle is introducing generative AI capabilities into its database portfolio, akin to its integration of machine learning (ML) features into Oracle Database service and MySQL HeatWave.

Select AI Intro in Oracle Database

Select AI is probably one of the most magical AI feature in Oracle Autonomous database. I have been using it for some time now and it's feels simply like magic.

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.

Oracle Database Comprehensive Resource Management Strategy

 The Oracle Resource Manager is a powerful tool for administrators to maintain system stability, optimize performance, and manage workload prioritization within Oracle Database environments. It provides granular control over resource allocation and ensures that database resources are utilized efficiently to meet business requirements and service level objectives.

Temp Tablespace Matters in Oracle

 When managing Oracle temporary tablespaces, it's important to prioritize timely data commitment or rollback to release temporary space efficiently.