Transformers Revolution – Stanford Online
Transformers: Revolutionizing NLP and Beyond. Explore the impact of transformers in various fields like CV, RL, GANs, Speech, and Biology through expert guest lectures.
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TLDR
All-in-One Embeddings Database – TxtAI
Learn how to utilize TxtAI for semantic search, language model orchestration, and workflows, including creating, indexing, saving, querying embeddings, and performing various search types like hybrid, graph, and rag-based searches. Master language model pipelines and workflows with TxtAI through YAML files.
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Text Embeddings: OpenAI vs. Free & Open Source Comparison
Learn about generating text embeddings with various models and frameworks, and how to assess their performance for different tasks in this informative video.
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Using Knowledge Embedding for AI Applications: A Case Study
Learn how to leverage knowledge embedding to build a robust knowledge base for AI applications, including embedding concepts, vector database, and large language models, with a practical case study on generating customer email responses.
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Verba: A Slick UI Tool for Visualizing RAG Components
Verba is an application with a user-friendly interface for visualizing RAG components, offering a unique alternative to frameworks.
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LlamaIndex Framework
Llamaindex framework connects custom data sources to large language models.
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