AI Agents Course
10 Practical Steps to Improve Agentic Systems (Part B)
AI Agents Crash Course—Part 14 (with implementation).
Akshay Pachaar
86 posts published
AI Agents Course
10 Practical Steps to Improve Agentic Systems (Part A)
AI Agents Crash Course—Part 13 (with implementation).
AI Agents Course
Implementing Multi-agent Agentic Pattern From Scratch
AI Agents Crash Course—Part 12 (with implementation).
AI Agents Course
Implementing Planning Agentic Pattern From Scratch
AI Agents Crash Course—Part 11 (with implementation).
AI Agents Course
Implementing ReAct Agentic Pattern From Scratch
AI Agents Crash Course—Part 10 (with implementation).
AI Agents Course
A Practical Deep Dive Into Memory for Agentic Systems (Part B)
AI Agents Crash Course—Part 9 (with implementation).
AI Agents Course
A Practical Deep Dive Into Memory for Agentic Systems (Part A)
AI Agents Crash Course—Part 8 (with implementation).
AI Agents Course
A Practical Deep Dive Into Knowledge for Agentic Systems
AI Agents Crash Course—Part 7 (with implementation).
AI Agents Course
Advanced Techniques to Build Robust Agentic Systems (Part B)
AI Agents Crash Course—Part 6 (with implementation).
AI Agents Course
Advanced Techniques to Build Robust Agentic Systems (Part A)
AI Agents Crash Course—Part 5 (with implementation).
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.
