Tag: semantic search
Beyond Log Search: What We Learned Building a RAG-Based Incident Diagnosis System
Abhimanyu Garg | | AI for SRE, AI hallucinations, AI incident diagnosis, AIOps, devops, devops automation, FAISS, incident management, incident remediation, incident response, knowledge management, knowledge retrieval, LLM grounding, LLM incident response, observability, postmortems, production AI, RAG AIOps, re-ranking, retrieval-augmented generation, root cause analysis, Runbooks, semantic search, SREA RAG-based AIOps framework can cut incident diagnosis time by grounding LLM reasoning in real runbooks, tickets and postmortems, improving root-cause accuracy while giving SREs source-backed answers they can trust ...
Neural Hashing: The Future of AI-Powered Search
Bharat Guruprakash | | artificial intelligence, hashing, hybrid search, keyword search, neural hashing, semantic search, semantics, vectorsIn recent years, vector embeddings have emerged as a promising technology to power information retrieval projects. Vectors use mathematics to represent words and encapsulate meaning. Combined with deep learning algorithms, you can ...
