Stack Overflow placed Elasticsearch at the heart of its generative AI experience, empowering developers with trusted, relevant answers from a vast knowledge base. Elastic software strengthened trust in AI outputs by enriching data with vector embeddings for semantic search, sourcing results from community-validated experts via Azure OpenAI integration. It enabled seamless transitions from lexical to hybrid and conversational search, delivering best-in-class methods with citations for accuracy. This freed Stack Overflow to innovate its core business, enhancing developer productivity and reliability.

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