AI agents are simple. This is how they work. #aiengineering
Large Language Models (LLMs) like Chacha BT or Claude simulate web searches by generating structured text requests for external code to execute, allowing them to provide up-to-date information without directly accessing the web themselves.
MAIN POINTS FROM TRANSCRIPT
- LLMs generate text requests to simulate web searches using external APIs.
- Models use predefined "tools" to decide when a web search is needed.
- External code parses LLM requests and executes the search, returning results.
- The model processes the results and generates a response without seeing the code.
TAKEAWAYS
- LLMs rely on external code to perform web searches, not direct access.
- The process involves generating structured requests and parsing responses.
- Models operate with a text-in, text-out methodology throughout the process.
- This approach effectively creates an agent that simulates web search capabilities.