Prefect is a workflow orchestration framework for building resilient data pipelines in Python. - PrefectHQ/prefect
You’re a data scientist with experience with data modeling, business intelligence, or a traditional data pipeline and need to deal with bigger or faster data You’re a software or data engineer with experience in architecting solutions in Scala, Java, or Python and you need to integrate scalab...
optimizing data pipelines, and developing mobile experiences with deep learning. Richmond specializes in GenAI and computer vision, focusing on practical applications and efficient implementations across AI domains. He guides
Unified framework for building enterprise RAG pipelines with small, specialized models - llmware-ai/llmware
Data processing pipelines implemented using DALI are portable because they can easily be retargeted to TensorFlow, PyTorch, and PaddlePaddle. DALI in action: from nvidia.dali.pipeline import pipeline_def import nvidia.dali.types as types import nvidia.dali.fn as fn from nvidia.dali.plugin.pytorch ...
The majority of data in the world is unlabeled and unstructured. Shallow neural networks cannot easily capture relevant structure in, for instance, images, sound, and textual data. Deep networks are capable of discovering hidden structures within this ty
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First, even with a context window of 10M tokens, we’d still need a way to select information to feed into the model. Second, beyond the narrow needle-in-a-haystack eval, we’ve yet to see convincing data that models can effectively reason over such a large context. Thus, without good...
Pipeline Design with LangChain, Gradio, and LangServe (60 mins) Orchestrate LLM endpoints into pipelines using open-source frameworks. Learn how to use LangChain to chain multiple LLM-enabled modules using the functional LangChain Expression Language (LCEL) syntax. Formalize internal/external reasonin...
Pipeline Design with LangChain, Gradio, and LangServe (60 mins) Orchestrate LLM endpoints into pipelines using open-source frameworks. Learn how to use LangChain to chain multiple LLM-enabled modules using the functional LangChain Expression Language (LCEL) syntax. Formalize internal/external reasonin...