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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 a Rental Apartment Search with Langchain's Self-Querying Retriever

Apr 20, 202413 min read

In this blog post, we delve into the capabilities of Langchain's self-querying retriever, a powerful tool for bridging the gap between natural...

Building a Rental Apartment Search with Langchain's Self-Querying Retriever

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

Building RAG chatbot with Pinecone and Langchain JS

Dec 24, 20238 min read

Introduction In this blog, we're going to create a Travel Recommender RAG Chatbot using Langchain JS, Pinecone, and OpenAI. This chatbot can instantly...

Building RAG chatbot with Pinecone and Langchain JS