Challenges
12 challenges available
All🎯 Prompt Engineering🤖 Agentic Architectures🔍 RAG & Retrieval🛡️ AI Security📊 Evaluation & Benchmarks🔧 Fine-Tuning & Training⚙️ LLM Infrastructure👁️ Multimodal & Vision📖 Know Your Model
🔍 RAG & Retrieval
Chunking 101 [LangChain]
Very Easy
0 solves50 pts
🔍 RAG & Retrieval
Chunk Overlap
Easy
0 solves100 pts
🔍 RAG & Retrieval
Lost in the Middle
Easy
0 solves100 pts
🔍 RAG & Retrieval
Re-Ranking
Medium
0 solves150 pts
🔍 RAG & Retrieval
Query Expansion
Medium
0 solves150 pts
🔍 RAG & Retrieval
Embedding Collapse
Medium
0 solves150 pts
🔍 RAG & Retrieval
Hybrid Search
Medium
0 solves150 pts
🔍 RAG & Retrieval
Parent Document Retrieval
Medium
0 solves150 pts
🔍 RAG & Retrieval
Context Relevance Score [RAGAS]
Hard
0 solves200 pts
🔍 RAG & Retrieval
Contextual Compression
Hard
0 solves200 pts
🔍 RAG & Retrieval
HyDE
Hard
0 solves200 pts
🔍 RAG & Retrieval
Knowledge Graph RAG
Expert
0 solves300 pts