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From data silos to RAG Sprawl: why the next AI revolution needs a standard platform
History is repeating itself in AI. Just as enterprises once built siloed databases before embracing centralized data platforms, today’s rapid adoption of Retrieval-Augmented Generation (RAG) is leading to a fragmented mess of custom-built AI systems—what we call RAG Sprawl.
Unifying enterprise AI: overcoming the RAG Sprawl challenge
RAG Sprawl—the unchecked proliferation of Retrieval-Augmented Generation implementations across your organization—is silently eroding your AI investments. This growing problem is causing headaches for CIOs and IT departments while draining resources, compromising security, and creating inconsistent user experiences.
End RAG Sprawl: The case for platform standardization
As enterprises rush to integrate Retrieval-Augmented Generation (RAG), many are encountering RAG Sprawl—a fragmented, resource-intensive approach that leads to security risks, inefficiencies, and mounting technical debt.
Announcing Vectara’s Postman collection
How to develop your generative AI application with seamless integration of Postman with Vectara
Create LLM: integrate your own language model with Vectara
Now you can integrate the language model of your choice into Vectara while keeping existing security approvals, fine-tuning efforts, and AI investments intact. Use Vectara’s query and chat APIs while maintaining control over your model choices.
Vectara joins the connect with Confluent partner program
Vectara is thrilled to join the Connect with Confluent partner program, bringing real-time data streaming capabilities directly into our AI-powered platform.
A new chapter with Vectara: advancing enterprise AI & RAG
Thrilled to embark on this new journey with Vectara, pioneering the future of Enterprise AI and Retrieval-Augmented Generation. Exciting times ahead as we transform industries with intelligent, accurate, and powerful AI solutions!
Why does Deepseek-R1 hallucinate so much?
A deeper dive on why DeepSeek R1 hallucinates more than DeepSeek V3
Improved Search with Vectara Query Rewriting (Tech Preview)
Vectara's Intelligent Query Rewriting (Tech Preview) improves RAG search accuracy by separating queries into their natural language and filter expression components.
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