Evaluation & Benchmarks
LangChain Agent Evaluation System using DeepEval
Building and Evaluating a Customer Support Agent with LangChain and DeepEval
Experiments
Hands-on explorations, architecture blueprints, evaluation frameworks, and practical notes in modern artificial intelligence and machine learning.
7 experiments6 categories13 topics
Evaluation & Benchmarks
LLM Evaluation System using DeepEval
Building an LLM Evaluation System for RAG: A Step-by-Step Guide
Agentic AI
Customer Support Triage with Jev
Building a Smart Customer Support Triage System with Jev, FastAPI, and LangChain
Prompt Engineering
Prompt Engineering Playground
Practical experimentation with prompt steering, system instructions, few-shot prompting, and strict structured outputs.
RAG & Retrieval
RAG Concepts
Architecting Retrieval-Augmented Generation systems to ground LLM reasoning with vector databases and semantic search.
Safety & Guardrails
Guardrails & Safety
Multi-layer safety constraints, content filtering, hallucination prevention, and alignment verification for AI systems.
AI in Analytics
AI in Analytics
Applying language models to data exploration, natural-language SQL queries, metric anomaly diagnosis, and automated BI reporting.
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