The Mathematics Search Engine
Mathematics News & Resources
4Mathematics is a specialist search engine for Mathematics. Discover the latest math news and mathematical content. Part of the 4SEARCH network of topic specific search engines.
Latest Articles
Building Production RAG Systems: Lessons from 6.7M+ Legal Records
1+ hour, 13+ min ago (236+ words) When I built CourtGPT.ai to serve every US statute and case law, I learned a lot about what works (and what really doesn't) when taking RAG systems from demo to production. Here's what 18 months of running 6.7M+ legal records at…...
Right Tool, Wrong Arguments: The Agent Failure Your Evals Wave Through
1+ hour, 54+ min ago (480+ words) Your agent picked the correct tool. It routed to refund_order when the user asked for a refund. Your eval suite went green. And then it issued a $4,200 refund on order #0 because the argument extraction fumbled and defaulted the ID to zero....
Timbr vs. Databricks Genie Ontology
5+ hour, 2+ min ago (1561+ words) Enterprise data agents need more than access to tables and an LLM that can generate SQL. They need to understand the organization’s metrics, terminology, relationships, trusted sources, approved query patterns, and business rules. Timbr and Databricks Genie Ontology both address…...
Evidence First, Answer Second: Building an Observable Industrial AI Agent with SigNoz
2+ hour, 19+ min ago (996+ words) Most AI systems are designed to give an answer. That is useful in a chatbot. On a factory floor, it can be dangerous. While building Industrial IoT Anomaly Control, I kept coming back to one question: What should an AI…...
EODHD APIs to Pipedrive Integration
9+ hour, 1+ min ago (623+ words) Automate workflows and sync data between EODHD APIs and Pipedrive with AI-powered automation Leverage 2 available triggers from EODHD APIs to execute 24 targeted actions in Pipedrive automatically. Create a unified data flow between EODHD APIs and Pipedrive for instant insights and…...
My Journey Into Data Cleaning and ETL
2+ hour, 52+ min ago (373+ words) When I first heard the term ETL (Extract, Transform, Load), I thought it sounded like something only advanced data engineers dealt with. But as I’ve been learning, I realized ETL is the backbone of almost every data project. It’s the…...
Code Assignments not loading - RAG - Retrieval Augmented Generation
3+ hour, 44+ min ago (20+ words) Code Assignments not loading - RAG DeepLearning.AI Code Assignments not loading - RAG Clearing the browser cache does not work either...
Building Automated Developer Pipelines
3+ hour, 44+ min ago (115+ words) Here is how I automated my LeetCode progress, LinkedIn posting, and ATS resume updates using GitHub Actions and Python! Key Learnings Event-driven automation saves hours. Building in public creates continuous proof of work. #building-automated-developer-pipelines Building Automated Developer Pipelines Here is…...
The OpenAI models that hacked Hugging Face weren’t just following instructions — LessWrong
4+ hour, 44+ min ago (403+ words) The most common dismissive response to OpenAI’s hack of Hugging Face’s servers is that the models were simply attempting to follow the instructions t…...