Hybrid Search for RAG in DuckDB (Reciprocal Rank Fusion)
Автор: Learn Data with Mark
Загружено: 2024-07-28
Просмотров: 3237
Описание:
In this video, we're going to learn how to do a simple version of Hybrid Search in DuckDB using the Reciprocal Rank Fusion (RRF) algorithm.
We'll be using a topical dataset about the Olympics opening ceremony and we'll explore how well different questions are answered using Full-Text Search and Vector Search. We'll then see how Hybrid Search can help by combining the two result sets together to give us the best of both worlds.
#duckdb #rag #vectorsearch #fts #hybridsearch
Blog - https://www.markhneedham.com/blog/202...
Code - https://github.com/mneedham/LearnData...
Mixed Bread - https://huggingface.co/mixedbread-ai/...
llama.cpp - https://llama-cpp-python.readthedocs....
DuckDB - https://duckdb.org/
Повторяем попытку...
Доступные форматы для скачивания:
Скачать видео
-
Информация по загрузке: