Authors: Lara Rachidi & Maria Zervou Introduction Welcome to our technical blog on the challenges encountered when building and deploying Retrieval-Augmented Generation (RAG) applications. RAG is a GenAI technique used to incorporate relevant data as context to a large language model (LLM) without t...| community.databricks.com
At Datadog, we regularly hold hackathons, a dedicated time when we can explore new ideas and tinker with new technologies. During one of these hackathons, I found myself working side by side with a colleague who holds a Data Mining & Algorithms PhD. Driven by the desire to do something both cool and complex, we decided on building an online anomaly detection method for streaming logs. We both work in the Cloud SIEM team, a team that provides a security tool to analyse logs in a stateful manne...| Adri’s Blog
Vector similarity search is a game-changer in the world of search. It allows us to efficiently search a huge range of media, from GIFs to articles — with incredible accuracy in sub-second timescales for billion+ size datasets.| www.pinecone.io
Learn how to improve user engagement by building a context-aware chatbot powered by ChatGPT and LangChain in our expert guide.| Apriorit