Comparison of Execution Timing in Tool Use and RAG

Limitation of Pre-trained LLMs in Tool Use

Using Web Search as an External Tool for LLMs

Application of LLMs to Mathematical Problems

A development team is building a chatbot for an airline. The chatbot must be able to answer user questions like, 'What is the status of flight UA456?' and 'Are there any business class seats available on the 10 AM flight to London tomorrow?'. The airline's flight data is stored in a private, real-time database. Which of the following represents the most effective and reliable approach for the team to implement these features?

A user asks a Large Language Model, 'What is the capital of Brazil and what is the current time there?'. The model has access to an external tool get_current_time(city). Arrange the following steps in the logical order the model would follow to answer the user's request.

Troubleshooting an LLM-Powered Sales Assistant

Designing a Reliable LLM Workflow for Real-Time Decisions

Design Review: Combining Tool Use, DTG, and Predict-then-Verify for a High-Stakes API Workflow

Post-Incident Analysis: Preventing Confidently Wrong API-Backed Answers

Case Review: Preventing Incorrect Refund Commitments in an LLM + Payments API Assistant

Case Study: Shipping a Tool-Using LLM Assistant with Built-In Verification Under Latency Constraints

Case Study: Preventing Hallucinated Compliance Claims in an API-Enabled LLM for Vendor Risk Reviews

You are reviewing a proposed architecture for an i...

In an LLM-based customer support assistant, the mo...

You’re designing an internal LLM assistant for a f...

You’re leading an internal rollout of an LLM assis...