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Building a RAG Pipeline on Excel: Harnessing Qdrant and Open-Source LLMs for Stock Trading Data

Aug 27, 20247 min read

Introduction In today's data-driven world, Excel remains a cornerstone for businesses, containing invaluable insights within its spreadsheets....

Building a RAG Pipeline on Excel: Harnessing Qdrant and Open-Source LLMs for Stock Trading Data

Evaluating RAG with Ragas

Jun 18, 202413 min read

This blog post provides a technical guide to evaluating Retrieval Augmented Generation (RAG) pipelines using the Ragas framework. What Is the Ragas...

Evaluating RAG with Ragas

Building a Multi-Hop QA on Global Warming Using DSPy and Qdrant

May 28, 20249 min read

In this tutorial, we will explore the process of building a Multi-Hop question-answering system using DSPy. Our journey will involve leveraging Qdrant...

Building a Multi-Hop QA on Global Warming Using DSPy and Qdrant

Building RAG in 2024 with Langchain, Groq, Llama3, and Qdrant

May 6, 202411 min read

In this blog, we will be going through the basics to advance of building RAG with Langchain. We will use Llama3 as our LLM model with the Groq...

Building RAG in 2024 with Langchain, Groq, Llama3, and Qdrant

Syncing Qdrant with Postgres Using Airbyte to Build RAG Applications over SQL Data

Apr 16, 20248 min read

Overview One of the major hurdles in building robust RAG applications is keeping the Vector Store consistently updated with the latest information....

Syncing Qdrant with Postgres Using Airbyte to Build RAG Applications over SQL Data

Guide to Building a QA RAG AI for Enterprises Using Spring AI, Qdrant, and Gemma-7B

Apr 10, 202413 min read

In this tutorial, we will build a Question Answering RAG application in Spring AI. Spring AI simplifies building AI-powered applications. It leverages...

Guide to Building a QA RAG AI for Enterprises Using Spring AI, Qdrant, and Gemma-7B