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Vector Search and Generative AI for Oracle Database Developers
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Explore Oracle's groundbreaking Database 23ai release, focusing on AI innovations like Vector Search, which provides a new approach to searching, analyzing, and interpreting text, image, audio, and video data. Vector Search, together with OCI Large Language Models (LLM) open up new possibilities for applications to access internal corporate data and provide perspectives using external LLM knowledge.
This webinar is tailored for database developers and DBAs interested in integrating AI directly into their applications using SQL and PL/SQL.
We will cover:
- Introduction to Oracle Vector Search Technology
- Vector Search V.S. Traditional search methods
- Review of Related Technologies (Select AI, Generative AI)
- End to End Walk through of a Generative AI Pipeline Using SQL
- Building a Vector Search Application with APEX
Resources:
This webinar is tailored for database developers and DBAs interested in integrating AI directly into their applications using SQL and PL/SQL.
We will cover:
- Introduction to Oracle Vector Search Technology
- Vector Search V.S. Traditional search methods
- Review of Related Technologies (Select AI, Generative AI)
- End to End Walk through of a Generative AI Pipeline Using SQL
- Building a Vector Search Application with APEX
Resources:
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Vector Databases simply explained! (Embeddings & Indexes)
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Using Vector Search for Generative AI
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Vector databases are so hot right now. WTF are they?
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Using Vector Search for Generative AI
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Vector Search and Generative AI for Oracle Database Developers
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Under the hood: Redefining vector search for generative AI application development
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Generative AI Simplified - tokens, embeddings, vectors and similarity search
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Built-in vector search and limitless scalability for generative AI and real-time workloads.
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Demo: Support for Generative AI and Vector Store with MySQL HeatWave
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Retrieval Augmented Generation (RAG) and Vector Databases [Pt 15] | Generative AI for Beginners
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Vectoring Words (Word Embeddings) - Computerphile
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