SemanticKernel – 📎Chat Service demo running Llama2 LLM locally in Ubuntu

Hi!
Today’s post is a demo on how to interact with a local LLM using Semantic Kernel. In my previous post, I wrote about how to use LM Studio to host a local server. Today we will use ollama in Ubuntu to host the LLM.

Ollama
Ollama is an&nbs… Continue reading SemanticKernel – 📎Chat Service demo running Llama2 LLM locally in Ubuntu

Democratizing Data: Unleashing Power of AI Analytics with LangChain and Azure OpenAI Services

Artificial Intelligence (AI) is revolutionizing how we analyze and interpret data, signaling a paradigm shift towards more accessible and user-friendly data analytics. Generative AI systems, like LangChain’s Pandas DataFrame agent, are at the heart of … Continue reading Democratizing Data: Unleashing Power of AI Analytics with LangChain and Azure OpenAI Services

ADF\Synapse Analytics – Replace Columns names using Rule based mapping in Mapping data flows

In real time, the column names from source might not be uniform, some columns will have a space in it, some other columns will not.
For example,

Sales Channel
Item Type,
Region
Country
Unit Price

It is a good practice to replace all the spaces in a c… Continue reading ADF\Synapse Analytics – Replace Columns names using Rule based mapping in Mapping data flows