Learn Before
Using Web Search as an External Tool for LLMs
A specific application of LLM tool use involves granting the model access to a web search tool. This capability enables the LLM to retrieve external information to answer questions that require up-to-date or specialized knowledge, such as identifying the location of the 2028 Olympics.
0
1
Tags
Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Related
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...
Youâre designing an internal LLM assistant for a f...
Youâre leading an internal rollout of an LLM assis...
Learn After
Example of a Prompt for LLM Tool Use
An AI assistant is powered by a large language model whose knowledge is based on a fixed dataset from over a year ago. To enhance its functionality, developers have integrated a tool that allows it to perform live web searches. For which of the following user requests would the use of this web search tool be most critical for providing a correct and useful response?
E-commerce Chatbot Malfunction
Analyzing Query Requirements for an LLM