A B Vijay KumarMulti-Agent System — Crew.AIMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.Apr 18, 20247Apr 18, 20247
A B Vijay KumarMixture of ExpertsMixture of Experts is orchestrating a set of models that are trained on a specific domain, to achieve a broader input space.Mar 30, 20241Mar 30, 20241
A B Vijay KumarMulti-Agent ArchitecturesMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.Mar 24, 20246Mar 24, 20246
A B Vijay KumarOllama — Build a ChatBot with Langchain, Ollama & Deploy on DockerWorking with Ollama to run models locally, build LLM applications that can be deployed as docker containers.Feb 21, 20246Feb 21, 20246
A B Vijay KumarOllama — Brings runtime to serve LLMs everywhere.Working with Ollama to run models locally, build LLM applications that can be deployed as docker containers.Feb 18, 20241Feb 18, 20241
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for Youtube with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on YouTube.Feb 12, 20241Feb 12, 20241
A B Vijay KumarPrompt Engineering: Chain of thought and ReAct — SQL AgentImplement Langchain agents to accomplish traditional transaction processing using LLM, to demonstrate ReAct Prompt Engineering techniqueFeb 10, 20243Feb 10, 20243
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for Wikipedia with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on Wikipedia.Feb 8, 2024Feb 8, 2024
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for database with LlamaIndex (Text2SQL)Implement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on a database, using Text-SQL.Feb 7, 20248Feb 7, 20248
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for documents with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on a document.Feb 6, 20248Feb 6, 20248
A B Vijay KumarPrompt Engineering: Retrieval Augmented Generation(RAG)Implement RAG technique using Langchain, ChromaDB on GPT 3.5 Turbo t for conversational chatbot on a PDF document.Jul 23, 202312Jul 23, 202312
A B Vijay KumarFine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 1Parameter Efficient Fine Tuning — LoRA, QLoRA — ConceptsAug 10, 20239Aug 10, 20239
A B Vijay KumarFine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 2Parameter Efficient Fine Tuning — LoRA, QLoRA — Hands-OnSep 1, 20234Sep 1, 20234