PinnedA B Vijay KumarMulti-Agent System — Crew.AIMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.7 min read·6 days ago--4--4
PinnedA B Vijay KumarMulti-Agent ArchitecturesMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.5 min read·Mar 24, 2024----
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.5 min read·Feb 21, 2024--2--2
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.5 min read·Mar 30, 2024----
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.6 min read·Feb 18, 2024----
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for Youtube with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on YouTube.4 min read·Feb 12, 2024--1--1
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 technique7 min read·Feb 10, 2024--2--2
A B Vijay KumarRetrieval Augmented Generation(RAG) — Chatbot for Wikipedia with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on Wikipedia.3 min read·Feb 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.4 min read·Feb 7, 2024--6--6
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.7 min read·Feb 6, 2024--6--6