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RAG Explained: What Is Retrieval-Augmented Generation?

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Haystack is known for being enterprise-ready and scalable its written in Python and has support for REST API deployment, streaming, and batching. It can be used for RAG by orchestrating calls to Azure Cognitive Search (a vector search service) and an LLM (like Azure OpenAI Service).

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DeepSeek vs Claude vs Mistral: Top GPT Competitors in 2025

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Once-dominant ChatGPT (GPT-4) sparked a global AI race, and by 2025 there are powerful new alternatives. In this post we compare three rising stars DeepSeek, Anthropics Claude, and Mistral against the gold-standard GPT-4. The Rise of GPT Competitors Since ChatGPTs 2022 debut, many GPT competitors have emerged.