LLMs

LLMs Dec 11, 2024 • 4 min read

LoRA/QLoRA—Explained From a Business Lens

From 350 GB to 25 MB.

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Avi Chawla

LLMs Dec 10, 2024 • 4 min read

Generate Synthetic Datasets with Llama3

...for fine-tuning other LLMs.

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Avi Chawla

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).

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Avi Chawla, Akshay Pachaar

LLMs Dec 7, 2024 • 4 min read

Building a RAG app using Llama-3.3

Meta's latest LLM (100% Local).

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Avi Chawla

Agents Dec 4, 2024 • 5 min read

Intro to ReAct (Reasoning and Action) Agents

...and building one with Dynamiq.

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Avi Chawla

LLMs Dec 3, 2024 • 3 min read

[Hands-on] Building a Llama-OCR app

...using Llama-3.2-vision model and Streamlit.

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Avi Chawla

RAG Dec 1, 2024 • 21 min read

A Crash Course on Building RAG Systems – Part 5 (With Implementation)

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.

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Avi Chawla, Akshay Pachaar

Agents Nov 28, 2024 • 4 min read

Building a Multi-agent Financial Analyst

...using Microsoft's Autogen and Llama3-70B.

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Avi Chawla