Category: Python
A Step-by-Step Guide to Preparing Data for Retrieval-Augmented Generation (RAG)
MData gathering, chunking & embedding techniques for efficient Retrieval-Augmented Generation (RAG) with Scrapy, Python, and BAAI model.
Making GCP Cloud Function Calls Faster
Follow these handy hints for a connection between your Google Cloud Functions and Capella that will reduce round trip times and get pulses racing:
Twitter Thread tl;dr With AI? Part 2
Build a Streamlit app that uses LangChain and Vector Search for JSON data taken from Twitter and indexed in Couchbase NoSQL database for interactive Chat.
Twitter Thread tl;dr With AI? Part 1
Discover how Couchbase Vector Search can enable RAG architecture through a real live example: summarizing a twitter thread with a LLM
The Top 8 Best Languages for Backend Development
Learn about the top languages for backend development, along with a comparison of high-level information about features, advantages, and limitations.
Validate JSON Documents in Python using Pydantic
Find out how to validate JSON documents against a specified schema using the popular Python library pydantic. Get validation best practices at Couchbase.
How to Build Observability Dashboards with Prometheus, Grafana & Couchbase
In this blog, we take you through the process you need to follow to build your own observability dashboard using Prometheus, Grafana and Couchbase.
How to Update Python 2 to Python 3 & The Differences Between Them
Learn how to update from Python 2 to 3 in this post from Couchbase. We also cover their key differences and identify common problems with migration.
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