Blog - InfraHive

Building an End-2-End Agentic RAG

Building an End-2-End Agentic RAG

No,it’s about juggling between various frameworks, chunking strategies, langchain/llamaindex, just direct straightforward implementation A very interesting thing just happened, Weaviate — a popular Vector database company just opensource Elysia: An Efficient way to build end-to-end agentic RAG. What’s the current scenario & Problem ? Anyone out htere how

Indian Law Firm Scales from 2 to 19 Users in One Month with InfraHive's Unified Data Layer for Legal Workflow Automation

Indian Law Firm Scales from 2 to 19 Users in One Month with InfraHive's Unified Data Layer for Legal Workflow Automation

InfraHive's Data Layer consolidates scattered legal databases and automates complex workflows across Indian court & legal firms. This prominent Indian law firm specializes in complex litigation and corporate legal services, handling cases across multiple jurisdictions with scattered data sources including District Courts, High Courts, NCLT, Consumer Forums, CAT

$5B Ecommerce Giant Transforms BigQuery Analytics with InfraHive's ETL layer for AI for Natural Language Querying

$5B Ecommerce Giant Transforms BigQuery Analytics with InfraHive's ETL layer for AI for Natural Language Querying

InfraHive's Data Layer enables natural language querying of user transactions, finance data, and A/B testing results This $5B ecommerce giant processes millions of daily transactions across global markets, generating hundreds of GBs of complex data in BigQuery spanning user behavior, financial metrics, and advertising performance. Can'

$11M ARR Manufacturing Company Achieves 15x Speed Boost in Vendor Intelligence

Data Extraction & Processing

$11M ARR Manufacturing Company Achieves 15x Speed Boost in Vendor Intelligence

InfraHive's Data automation eliminates 45 hours/week of manual vendor data collection across Procurement, Finance & AR/AP teams This $11M ARR manufacturing powerhouse operates across multiple production facilities with complex supply chains spanning hundreds of vendors for raw materials, components, and services. Can't name due

How Godrej Properties Migrated Humungous Sales Data with InfraHive's AI-Powered Pipelines After Multiple Vendor Failures

How Godrej Properties Migrated Humungous Sales Data with InfraHive's AI-Powered Pipelines After Multiple Vendor Failures

InfraHive's AI Data Model succeeded where others failed—migrating massive sales data from PowerBI to SQL with zero loss. Result: 3 weeks → 5 seconds, 75% manual work eliminated.

Embeddings & Vector Stores: A Beginner’s Guide

Embeddings & Vector Stores: A Beginner’s Guide

All you need to know to get started with Embeddings, cool terms like RAG, GraphRAG, etc Introduction Machine Learning (that consists of LLMs as well) thrives on diverse data — images, audio, text, and more. While Large Language Models are really good at conversational and providing answers but the problem is

More & More Reasoning with OpenAI’s O Model

More & More Reasoning with OpenAI’s O Model

OpenAI’s recent introduction to make their LLM Models better at reasoning is interesting — LLMs directly learns reasoning from prompts Let’s first why it’s a big deal ? Overview Since the rise of LLMs, there has been a biggest problem of LLMs being answering vaguely without evaluating or interpreting

Byte Latent Transformer

Byte Latent Transformer

Is this the end of Tokenization in LLMs ? Large Language Models (LLMs) have made groundbreaking progress in natural language processing by relying on tokenization-based architectures. What the hell is Tokenization ? Tokenization is the process of breaking down text into smaller units called tokens, such as words, subwords, or characters, that

Liquid Foundation Models: Next Frontier of AI ?

Liquid Foundation Models: Next Frontier of AI ?

Is this the next frontier of Transformers ? Transformers when first introduced in 2017 by Google, literally changed the world, and introduced the common people with AI for the first time unlike self-driving or face recognition. (language based mostly). All the major LLMs whether from Gemini, OpenAI, Anthropic and other open-source

Llama 3.1: Open Source’s new Darling

Llama 3 Featured

Llama 3.1: Open Source’s new Darling

Meta's Llama 3.1, with up to 405B parameters, challenges top AI models. Learn how this open-source breakthrough compares to GPT-4 and Claude, excelling in math, reasoning, and RAG applications.

AI-Powered Insights: Transforming Big Data into Actionable Strategies

AI-Powered Insights: Transforming Big Data into Actionable Strategies

Discover how AI revolutionizes business strategy through AI-powered data analytics and business intelligence. Dive into the transformative world of AI, exploring its role in data cleaning, automation, decision-making, and continuous learning to enhance business operations and decision-making.

Getting the Best Answers from LLMs: A Beginner's Guide to Talking with Large Language Models

Getting the Best Answers from LLMs: A Beginner's Guide to Talking with Large Language Models

Prompt Engineering is the art of communication with a generative large language model. - ChatGPT, 2023 In an era where conversational AI and large language models (LLMs) like GPT-3 and GPT-4 are revolutionizing the way we interact with technology, the role of prompt engineering has become increasingly pivotal. Why Structured

Why Small businesses should be in the forefront to adopt AI apps.

Why Small businesses should be in the forefront to adopt AI apps.

Discover how accessible AI solutions are transforming small businesses, simplifying their operations, and unlocking new opportunities. Explore the potential of internal AI applications for growth and efficiency.

What is GPT ?

In a world marked by unprecedented technological strides, Artificial Intelligence (AI) has emerged as a transformative force. Among its many avatars, GPT, or the Generative Pre-trained Transformer, stands tall. This unassuming acronym conceals a powerful AI model that has set the tech world abuzz. Let's embark on a

What are LLMs for beginners ?

What are LLMs for beginners ?

Introduction In this blog, we’ll discuss Large Language Models (LLMs), the force behind several innovations in artificial intelligence recently. This will cover the fundamental concepts behind LLMs, the general architecture of LLMs, and some of the popular LLMs available today. A Brief History of Large Language Models The origin

How LLM Apps Can Transform Your Organization - Should You Consider Them?

AI developments Featured

How LLM Apps Can Transform Your Organization - Should You Consider Them?

Discover the untapped potential of LLM apps and Segment Retrieval techniques to revolutionize your organization. Explore why adoption is slow and why it's time to embrace this transformative technology.

AI Chatbots in Ecommerce: Enhancing Customer Experience

AI Chatbots in Ecommerce: Enhancing Customer Experience

Discover how AI chatbots are transforming ecommerce, improving customer experiences, and revolutionizing online shopping. See how InfraHive leads the way.

AI Revolution: Why Every Business Needs a Strategy

AI Revolution: Why Every Business Needs a Strategy

In the rapidly changing technology landscape, AI has taken center stage as a change agent game for businesses around the world. With incredible demos of AI-powered products flooding the market and reaching millions of users in record time, boards are now faced with the urgent task of developing develop a