PinnedA B Vijay KumarMulti-Agent System — Crew.AIMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.Apr 187Apr 187
PinnedA B Vijay KumarMulti-Agent ArchitecturesMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.Mar 243Mar 243
PinnedA 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 214Feb 214
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 301Mar 301
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 18Feb 18
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 121Feb 121
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 103Feb 103
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 8Feb 8
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 78Feb 78
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 68Feb 68
