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Open-Source AI Projects
Open-source Agentic AI, machine learning, multimodal, research, and implementation projects maintained through GitHub.
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AI Topic: AI Engineering & MLOps
Deployment, observability, evaluation, infrastructure, and operations.
Research
Building the Intelligence Age: AI’s Seventy-Five-Year Journey and the Race to 2031
Expanded Edition · From Intellectual Foundations to the 2035 Questions Building the Intelligence Age: AI’s Seventy-Five-Year Journey and the Race to 2031 How seventy-five years of research became…
Research
Agentic AI: Transforming Industries, Unleashing Explosive Growth, and Shaping a Prosperous Future
This post is to share my thoughts on Agentic AI transforming and disrupting most industries. There are lots of ideas that can be converted to startups, no shortage.…
Project & Build Log
Agentic AI Automated Pull Request Code Refactoring against Guidelines
Giving a high level description, design, code and sample results for an Agentic AI solution that leverages current agentic frameworks, LLMs, Prompt engineering, RAG and related algorithms to…
Project & Build Log
Conversational Chatbot with Intent, Chat history context using LLM API
Simple code I wrote a while back to build a conversational chatbot using any LLM API which uses historic conversation for context and intent Uses standard RAG model…
Tutorial
Using AI LLMs to accelerate learning, business problem solving
Haven’t blogged in a while, thought might be good to put some recent thoughts (X tweets) in one place. Last few years has seen alot of trend shift…
Project & Build Log
RAG Vector db(FAISS) Llama3 User Query Process Insurance Claim
Combine RAG and Vector db (FAISS) with LLM model to extract relevant data from latest documents for a User Query – Process insurance claim https://github.com/datawisdomx1/RAGVectorDB_LLM_model
Tutorial
Databricks for Data Science MLOps – model training deploy
Databricks is a good tool for building, training and deploying models. Easy to learn and use (1-2 days) https://github.com/datawisdomx1/DataScience-AI-ML-Ops-Platforms-Tools
Research
Comparing AWS, Azure, Google Cloud for AI/ML model training, MLOps, GPU access
I have been experimenting with the main #cloud providers – #AWS, #Azure, #Google for #AI #ML model training using #CPUs and #GPUs. Must say Microsoft Azure and Google…
Project & Build Log
Generate Product Description SEO CTA Twitter Keywords from Images- GenAI Multimodal API (OpenAI gpt-4o)
Objective: Show a basic model to generate product description, SEO CTA and Twitter keywords from product images using a GenAI multimodal API, OpenAI gpt-4o Model Overview: Improvements /…
Project & Build Log
Faster R-CNN model, ResNet-50 backbone, COCO dataset, GPU- Extract Image Product Attributes
Objective: Show a basic architecture and implementation of a CV (computer vision) CNN model to extract product attributes by using object detection, by training custom product image data…
Perspective
Future Automation- GPT4o OpenAI LLMs Multimodal AI
Testing #GPT4o, good but mac app has inference latency issues. #multimodal is the future. #LLMs are commoditized. Fine tuned #industry specific models with #device level tuning inference +…