Company
Date Published
May 7, 2024
Author
Laurent Doguin, Developer Advocate, Couchbase
Word count
2676
Language
English
Hacker News points
None

Summary

The author has successfully integrated Twitter data scraping, vectorization, indexing, and querying into Couchbase using Python, leveraging OpenAI's ChatGPT model for vector generation. They have demonstrated a Retrieval Augmented Generation (RAG) workflow that utilizes Couchbase as a database to store and query the transformed tweets. The author uses this setup to search for tweets similar to a given query, showcasing how Couchbase can be used to enhance LLM-based applications by providing additional context.