List: Generative AI Series | Curated by A B Vijay Kumar

Apr 18, 2024
13 stories
5 saves
Generative AI Series
A B Vijay Kumar
Multi-Agent System — Crew.AIMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.
Apr 18
5
Apr 18
5
A B Vijay Kumar
Mixture 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
Mar 30
A B Vijay Kumar
Multi-Agent ArchitecturesMulti-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.
Mar 24
2
Mar 24
2
A B Vijay Kumar
Ollama — 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
4
Feb 21
4
A B Vijay Kumar
Ollama — 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
Feb 18
A B Vijay Kumar
Retrieval Augmented Generation(RAG) — Chatbot for Youtube with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on YouTube.
Feb 12
1
Feb 12
1
A B Vijay Kumar
Prompt Engineering: Chain of thought and ReAct — SQL AgentImplement Langchain agents to accomplish traditional transaction processing using LLM, to demonstrate ReAct Prompt Engineering technique
Feb 10
3
Feb 10
3
A B Vijay Kumar
Retrieval Augmented Generation(RAG) — Chatbot for Wikipedia with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on Wikipedia.
Feb 8
Feb 8
A B Vijay Kumar
Retrieval 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
7
Feb 7
7
A B Vijay Kumar
Retrieval Augmented Generation(RAG) — Chatbot for documents with LlamaIndexImplement the RAG technique using Langchain, and LlamaIndex for conversational chatbot on a document.
Feb 6
8
Feb 6
8
A B Vijay Kumar
Prompt 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, 2023
12
Jul 23, 2023
12
A B Vijay Kumar
Fine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 1Parameter Efficient Fine Tuning — LoRA, QLoRA — Concepts
Aug 10, 2023
7
Aug 10, 2023
7
A B Vijay Kumar
Fine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 2Parameter Efficient Fine Tuning — LoRA, QLoRA — Hands-On
Sep 1, 2023
4
Sep 1, 2023
4