Huggingface Agents - Unit 1 Exploration by waleed
March 3, 2025 | Reading Time: 8 min
Deep dive into huggingface's CodeAgent framework: exploring how AI agents work with prompts.yaml, manage context evolution, and make decisions through LLM interactions. Includes practical insights on agent observability using Langfuse.
LLM Zoomcamp Week 4 - Monitoring and Evaluation Notes by waleed
August 6, 2024 | Reading Time: 18 min
In-depth coverage of LLM monitoring and evaluation techniques, including metrics, testing frameworks, and best practices for maintaining model quality and performance in production environments.
LLM Zoomcamp Week 3 - Vector Search Notes by waleed
July 19, 2024 | Reading Time: 55 min
Detailed exploration of vector search in LLMs, including embeddings, similarity measures, and implementing efficient vector databases for semantic search.
LLM Zoomcamp Week 2 - Open Source Notes by waleed
July 10, 2024 | Reading Time: 23 min
Deep dive into open-source LLMs, exploring model architectures, training approaches, and practical implementation using popular frameworks and libraries.
LLM Zoomcamp Week 1 - Introduction Notes by waleed
June 29, 2024 | Reading Time: 23 min
Comprehensive notes on LLM Zoomcamp's introduction week, covering fundamental concepts of Large Language Models, their applications, and basic implementation approaches.