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Articles tagged with #langchain
In a recent article, I wrote about using Langchain and FAISS to build a RAG system. FAISS, however, is in memory and not scalable when you want to update the training data constantly in real-time. Qdrant is a great alternative to FAISS. In this artic...
Langchain is one of my favorite tools at the moment because of how it simplifies complex machine-learning tasks. In some cases you may need more than just a well-written prompt, you may want to trigger different data sources or actions based on what ...
While GPT4, Claude Sonnet, and similar models are amazingly powerful and know just about everything on the Internet, they can still struggle with hallucination and providing context-aware data based on your unique needs. To improve the accuracy and l...
