Sanjivani Patra - Software Engineer | Couchbase Blog

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All posts by Sanjivani Patra - Software Engineer
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Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide
Application Design
Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide

Create high-quality datasets for fine-tuning models with this guide on data gathering, text extraction, and instruction file generation.

Sanjivani Patra - Software Engineer
October 24, 2024 | 8 MIN READ
data science / embeddings / Machine Learning (ML) / RAG retrieval-augmented generation
Building End-to-End RAG Applications With Couchbase Vector Search
Generative AI (GenAI)
Building End-to-End RAG Applications With Couchbase Vector Search

Enhance app LLM capabilities using Couchbase Vector Search and RAG, allowing contextual responses from private data sources.

Sanjivani Patra - Software EngineerNishanth V M - Software Engineer
October 2, 2024 | 13 MIN READ
GenAI / llamaindex / LLMs / openai / RAG retrieval-augmented generation
A Step-by-Step Guide to Preparing Data for Retrieval-Augmented Generation (RAG)
Best Practices and Tutorials
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.

Sanjivani Patra - Software Engineer
August 26, 2024 | 11 MIN READ
embeddings / RAG retrieval-augmented generation