The Value of Quantization in the LLM World
LLMs are advanced neural networks trained on massive datasets to perform a wide range of natural language processing (NLP) tasks. They have…
Power of Vector Databases
In today’s data-driven world, relational databases are no longer sufficient to handle every type of data, particularly unstructured data like text, images,…
Let’s improve RAG using Knowledge Graph
What is RAG? RAG, or Retrieval Augmented Generation, is a cutting-edge technique that combines the power of large language models (LLMs) with…
🔥AI / ML Engineer Roadmap 🔥
Who is an AI / ML Engineer, An AI engineer is a professional who designs, builds, and implements artificial intelligence (AI) models…
Postgres as a Vector Database using Python
Postgres is not a dedicated vector database. It is an advanced, enterprise open-source relational database that supports SQL querying. But PostgreSQL comes…