Avi Chawla - Daily Dose of Data Science (Page 15)

RAG vs. Agentic RAG

LLMs Dec 21, 2024 • 5 min read

RAG vs. Agentic RAG

...explained visually

[Hands-on] Building A Multi-agent News Generator

LLMs Dec 17, 2024 • 3 min read

[Hands-on] Building A Multi-agent News Generator

...using Cohere’s Command R7B and CrewAI.

What is Temperature in LLMs?

LLMs Dec 16, 2024 • 4 min read

What is Temperature in LLMs?

Predictable ↔ Random.

LoRA/QLoRA—Explained From a Business Lens

LLMs Dec 11, 2024 • 4 min read

LoRA/QLoRA—Explained From a Business Lens

From 350 GB to 25 MB.

Generate Synthetic Datasets with Llama3

LLMs Dec 10, 2024 • 4 min read

Generate Synthetic Datasets with Llama3

...for fine-tuning other LLMs.

A Crash Course on Building RAG Systems – Part 6 (With Implementation)

RAG Dec 8, 2024 • 15 min read

A Crash Course on Building RAG Systems – Part 6 (With Implementation)

A deep dive into building multimodal RAG systems on real-world data (with implementation).

Avi Chawla, Akshay Pachaar

Building a RAG app using Llama-3.3

LLMs Dec 7, 2024 • 4 min read

Building a RAG app using Llama-3.3

Meta's latest LLM (100% Local).

Intro to ReAct (Reasoning and Action) Agents

Agents Dec 4, 2024 • 5 min read

Intro to ReAct (Reasoning and Action) Agents

...and building one with Dynamiq.

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