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…
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Author: nitinsinghal
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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,…
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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…
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Prompt Engineering. Tree of Thought + Chain of Thought
Prompt engineering is a dynamic, creative and powerful skill to learn in current AI LLM era. LLMs are a powerful…
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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…
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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…
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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
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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…
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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…
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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…
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