Retrieval Augmented Generation With Llama 3, ChromaDB and Langchain

When we first encountered a Large Language Model (LLM), we were genuinely wowed by their ability to churn out human-like conversations so effortlessly. In the world of generative AI, heavyweight players like Claude, GPT, and Gemini are well-known, but their vast sizes mean they also come with a hefty price tag for automating tasks. That’s where open-source LLMs like Mistral and Llama step in. Their more manageable size makes them perfect for many applications, particularly in areas like Retrieval-Augmented Generation …

generative-ai langchain llama 3 llm retrieval-augmented