#vector-retrieval

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#rag-systems #document-parsing #production-ai #enterprise-search #text-to-sql #few-shot-learning
Data science
fromInfoQ
1 day ago

QCon London 2026: Reliable Retrieval for Production AI Systems

Production RAG system failures primarily stem from indexing and retrieval challenges rather than language model limitations, requiring careful document parsing, chunking strategies, and enhanced retrieval methods.
fromInfoQ
2 months ago

Swiggy Rolls Out Hermes V3: From Text-to-SQL to Conversational AI

Swiggy released Hermes V3, a GenAI-powered text-to-SQL assistant that enables employees to query data in plain English. Hermes operates within Slack, combining vector retrieval, session memory, agentic orchestration, and an explanation layer to generate accurate SQL queries from natural language inputs. Swiggy, an Indian online food ordering and delivery company, initially launched Hermes as a lightweight interface that allowed employees to ask simple questions and receive corresponding SQL queries executed against internal data stores.
Artificial intelligence
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