Advanced Retrievers and Evaluations with BeyondLLM | BeyondLLM
In this video, we explore and build a Retrieve-Augment-Generate pipeline using BeyondLLM. This pipeline features a sophisticated document retriever that not only retrieves but also re-ranks the most relevant documents.
To conclude, we evaluate the pipeline's performance by examining how well the context of the generated answer aligns with the original answer.
Github - https://github.com/aiplanethub/beyondllm
Documentation - https://beyondllm.aiplanet.com/
Colab Notebook - https://colab.research.google.com/dri...
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Timestamp:
00:00 Intro
00:18 What is RAG?
01:34 Code
03:05 Loading the data
03:53 Embeddings
04:07 Retriever
05:43 LLM
06:22 Pipeline
06:58 Evaluation
09:23 Outro
#ai #llm #generativeai #rag