Function Calling with Ollama, Llama 3.1 and Milvus

Function calling with LLMs allows developers to create powerful and context-aware applications by integrating Language Learning Models (LLMs) like Llama 3.1 with external tools such as user-defined functions or APIs. This enables the creation of solutions for data extraction, natural language conversion to API calls or database queries, and conversational knowledge retrieval engines that interact with a knowledge base. In this blog post, we explore how to integrate Llama 3.1 with external tools like Milvus and APIs to build advanced applications. The integration of LLMs with external tools opens up new possibilities for developers to create versatile and powerful AI applications catering to specific use cases and practical problems.