Rag Evaluation with Milvus, Ragas, Langchain, Ollama, Llama3

Introduction to Multilingual RAG

Inferential Statistics: Supervised Machine Learning Regression

Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation

Challenges in Structured Document Data Extraction at Scale with LLMs

Reliable, fully local RAG agents with LLaMA3.2-3b

Learn RAG, LangChain, Vector DB's, with this project, FULL COURSE

Evaluating LLM-based Applications

Graph RAG: Improving RAG with Knowledge Graphs

Evaluating RAG Performance with Vector Databases | BLEU, ROUGE, and RAGAS

AI Agent Evaluation with RAGAS

一次搞懂RAG评估，三个角度LangChain，LlamaIndex，RAGAS看RAG评估

Mitigating LLM Hallucinations with a Metrics-First Evaluation Framework

MLOps in the Cloud: Integrating Machine Learning Operations with Software Lifecycle Standards

Evaluating Retrieval-Augmented Generation (RAG)

Python RAG Tutorial (with Local LLMs): AI For Your PDFs

Evaluating RAG Applications in Minutes Using RAGAs!

RAGAS - Evaluate your LangChain RAG Pipelines

Data Extraction in the Age of LLMs | Axel Besinger & Dr. Augusto Stoffel

Andrew Ng: Opportunities in AI - 2023

RAG Pipelines with Real-Time Data