Andrej Baranovskij Blog

I explain key points you should keep in mind when upgrading to LlamaIndex 0.10.x.   

I explain how function calling works with LLM. This is often confused concept, LLM doesn't call a function - LLM retuns JSON response wi...

I explain how to handle file upload with FastAPI and how to process the file by using Python temporary directory. Files placed into temporar...

LlamaIndex Text Completion function allows to execute LLM request combining custom data and the question, without using Vector DB. This is v...

I describe how to run LlamaIndex Multimodal with local LlaVA LLM through Ollama. Advantage of this approach - you can process image document...

I explain new functionality in Sparrow - LLM agents support. This means you can implement independently running agents, and invoke them from...

I implemented Sparrow agent with Haystack structured output functionality to extract invoice data. This runs locally through Ollama, using L...