#RAG Pipeline

Dify is an open-source platform offering features like AI workflows, RAG pipeline, and model management, supporting LLMs such as GPT and Llama3. Its APIs and visual tools streamline integration and development for efficient AI solutions.

DeepEval is an open-source tool that evaluates large-language models (LLMs) using metrics such as G-Eval and answer relevancy. It operates locally, supports CI/CD workflows, and offers integration with platforms like Hugging Face. DeepEval helps determine hyperparameters for optimal LLM performance and facilitates transitions between systems such as OpenAI and self-hosted Llama2.