AI Agents Course
Advanced Techniques to Build Robust Agentic Systems (Part A)
AI Agents Crash Course—Part 5 (with implementation).
Akshay Pachaar
77 posts published
AI Agents Course
Building Flows in Agentic Systems (Part B)
AI Agents Crash Course—Part 4 (with implementation).
AI Agents Course
Building Flows in Agentic Systems (Part A)
AI Agents Crash Course—Part 3 (with implementation).
AI Agents Course
Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part B)
AI Agents Crash Course—Part 2 (with implementation).
AI Agents Course
Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part A)
AI Agents Crash Course—Part 1 (with implementation).
RAG Systems Course
16 Techniques to Supercharge and Build Real-world RAG Systems (Part 2)
A comprehensive guide with practical tips on building robust RAG solutions.
RAG Systems Course
16 Techniques to Supercharge and Build Real-world RAG Systems (Part 1)
A comprehensive guide with practical tips on building robust RAG solutions.
RAG Systems Course
A Crash Course on Building RAG Systems – Part 9 (With Implementation)
A deep dive into ColPali for building vision-driven RAG systems (with implementation).
RAG Systems Course
A Crash Course on Building RAG Systems – Part 8 (With Implementation)
A deep dive into ColBERT and ColBERTv2 for improving RAG systems (with implementation).
RAG Systems Course
A Crash Course on Building RAG Systems – Part 7 (With Implementation)
A deep dive into Graph RAG and how it improves traditional RAG systems (with implementation).
RAG Systems Course
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).
RAG Systems Course
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.
RAG Systems Course
A Crash Course on Building RAG Systems – Part 4 (With Implementation)
A deep dive into handling multiple data types in RAG systems (with implementations).
RAG Systems Course
A Crash Course on Building RAG Systems – Part 3 (With Implementation)
A deep dive into making RAG systems faster (with implementations).
RAG Systems Course
A Crash Course on Building RAG Systems – Part 2 (With Implementation)
A deep dive into evaluating RAG systems (with implementations).
RAG Systems Course
Foundations of RAG systems
A practical and beginner-friendly crash course on building RAG apps (with implementations).
LLM and Fine-tuning
Implementing DoRA (an Improved LoRA) from Scratch
A powerful LoRA-variant explained in a beginner-friendly way and implemented in PyTorch.
