Integrating Your Tooling for GenAI
Posted: Thu Feb 13, 2025 3:27 am
Developers can build applications by chaining calls to LLMs with other tools, rather than having to develop and support each integration themselves, from scratch.
On the tools side, agents should not be limited to brazil whatsapp number data interacting only with LLMs. Instead, agents should be built to take advantage of other sets of data or applications. On the application side, this can range from a simple calculator to invoking an API for an external service or internal backend application. This integration with external services, like Google’s search API, can make adding more information to a response easy.
For example, OpenAI’s ChatGPT was trained using data up to March 2023, so any question from a user who asks for data after that point will not get a good response. Either the service would reply to say it does not have the right data to respond – or worse, it could create false information, known as a hallucination. Integrating a search request into the AI agent allows you to carry out a search request, then provide that information back to the LLM for it to be included in the response.
On the tools side, agents should not be limited to brazil whatsapp number data interacting only with LLMs. Instead, agents should be built to take advantage of other sets of data or applications. On the application side, this can range from a simple calculator to invoking an API for an external service or internal backend application. This integration with external services, like Google’s search API, can make adding more information to a response easy.
For example, OpenAI’s ChatGPT was trained using data up to March 2023, so any question from a user who asks for data after that point will not get a good response. Either the service would reply to say it does not have the right data to respond – or worse, it could create false information, known as a hallucination. Integrating a search request into the AI agent allows you to carry out a search request, then provide that information back to the LLM for it to be included in the response.