Steve GeorgeinAnalytics VidhyaExploring LangChain Agents with Memory: Basic Concepts and Hands-On CodeAgents are systems that use LLMs as reasoning engines to determine which actions to take and the inputs to pass them. For completing the…Jun 12Jun 12
Steve GeorgeParameter Efficient Fine Tuning (PEFT), Inference, and Evaluation of LLM model using LoRALLM has been able to solve a lot of real world problems which includes sentimental analysis, classification, summarization, chatbot and…Apr 161Apr 161
Steve GeorgeMulti-stage LLM Worfklow to Summarize and Translate an Article using LangChain“An LLMChain is a simple chain that adds some functionality around language models. It is used widely throughout LangChain, including in…Apr 2Apr 2
Steve GeorgeinDataDrivenInvestorSemantic search engine using ChromaDB wrapped on LangChain.ChromaDB is a open-source vector database which is used to store embedding vector. It is integrated with LangChain, LlamaIndex, OpenAI etc…Sep 6, 2023Sep 6, 2023
Steve GeorgeinAWS TipLeveraging AWS serverless services using Step FunctionAWS Step Functions is a visual workflow service that helps developers use AWS services to build distributed applications, automate…Aug 28, 2023Aug 28, 2023
Steve GeorgeinDataDrivenInvestorMachine Learning Orchestration using Apache Airflow -Beginner levelIn this article, we will create an ML training pipeline and orchestrate it with the help of Apache Airflow. We will first extract the data…Feb 8, 2023Feb 8, 2023
Steve GeorgeinDataDrivenInvestorIncremental Data load using Auto Loader and Merge function in DatabricksData loading is a term that we come across often while performing ETL operation. This article would focus on incremental data load using…Jan 20, 2023Jan 20, 2023
Steve GeorgeinDataDrivenInvestorUse of AWS Glue Job and Lambda function to enhance data processingIn this article, we will be using AWS Glue job for preprocessing the data. Whenever a new object is uploaded to s3 bucket, a Lambda…Sep 21, 20224Sep 21, 20224
Steve GeorgeEnd to End ML pipeline using Azure Machine Learning Studio DesignerAzure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle. Machine learning…May 25, 2022May 25, 2022
Steve GeorgeinAWS TipTrigger AWS Lambda using API Gateway to access EC2 instanceIn this article, we will create an API Gateway to trigger a Lambda function. The lambda will then access the application running in an ec2Jan 16, 20221Jan 16, 20221