Category: Python
Introducing Capella Columnar SDKs: Powering Modern Data Analytics
Couchbase continues to lead the way in enabling high-performance data analytics with the introduction of SDKs for Capella Columnar, its cutting-edge analytical database, designed for real-time JSON analytics with zero ETL and options for operational write-back. For developers who need...
Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide
Fine-tuning machine learning models starts with having well-prepared datasets. This guide will walk you through how to create these datasets, from gathering data to making instruction files. By the end, you’ll be equipped with practical knowledge and tools to prepare...
From Concept to Code: LLM + RAG with Couchbase
GenAI technologies are definitely a trending item in 2023 and 2024, and because I work for Tikal, which publishes its own annual technology radar and trends report, LLM and genAI did not escape my attention. As a developer myself, I...
Query Stellar Blockchain Trades With Couchbase Capella
Previously, we shared a post on how to monitor Stellar assets using Couchbase. In this follow-up, we’ll demonstrate how to load recent Stellar blockchain transactions (e.g., trades) into our Capella DBaaS, making them easily accessible for use in sample applications....
Natural Language Programming: Applications and Benefits
What is Natural Language Programming? Natural language programming (NLP) is a form of programming where the instructions are written in human language, typically English. This approach makes writing code more intuitive and accessible to non-programmers because code is written in...
A Step-by-Step Guide to Preparing Data for Retrieval-Augmented Generation (RAG)
In today’s data-driven world, the ability to efficiently gather and prepare data is crucial for the success of any application. Whether you’re developing a chatbot, a recommendation system, or any AI-driven solution, the quality and structure of your data can...
Making GCP Cloud Function Calls Faster
Recently my wife and I have been watching reruns of some TV programs containing Jeremy Clarkson (Top Gear, The Grand Tour, Clarkson’s Farm). Despite the buffoonery he is quite a clever chap, although will likely be remembered for thinking “Speed...
Twitter Thread tl;dr With AI? Part 1
Because who has the time ? (also part 1 because it took me further than I expected 😬) Couchbase recently introduced support for Vector Search. And I have been looking for an excuse to play with it. As it turns...
The Top 8 Best Languages for Backend Development
Computer programming is becoming an increasingly necessary and popular skill. Many high school and college graduates are exposed to programming even if they are not in a computer science field. This rise in exposure has led to new programmer archetypes...
Using Pydantic to Validate JSON Documents With Couchbase
Couchbase Capella is a fully managed JSON document Database-as-a-Service (DBaaS) offering that eliminates database-management duties and reduces overall costs. Capella offers robust performance, flexibility and scalability in a modern cloud native, distributed database that fuses the strengths of relational database...
Build A Python Microservice With Couchbase – Part 3
Recap In the previous two installments of this series, we discussed the drivers behind creating microservices. We also looked at why Couchbase is the perfect datastore to use with such an architecture. We also looked at three variants of a...
Creating Python and JavaScript User Defined Functions For Geospatial Queries
SQL++ queries can access data stored in your Couchbase cluster in a variety of ways. There are situations where having the business logic as part of your data queries can also be beneficial. SQL++ supports this with User Defined Functions...