Towards AI

FEBRUARY 3, 2024

My journey with AI Makerspace’s LLMOps cohort (learn more here) has been instrumental in shaping my approach to these topics. Confirm it by running the following line of code: len(docs) As a sanity check, you can verify the largest chunk size. The core of this post is a remixed version of a homework assignment from the cohort.

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AWS Machine Learning Blog

AUGUST 14, 2023

The code for all the steps in this demo is available in the following notebook. In this technique, the model is provided with an input text and a prompt that describes the expected output from the model in natural language. This is useful where limited labeled data is available for training. He is currently a Senior Adviser of CITIC CLSA.

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AWS Natural Language Processing Machine Learning Machine Learning 71

AWS Machine Learning Blog

APRIL 16, 2024

Additionally, we explore topics such as version control, aliases, integrating AWS Lambda functions, creating conditional branches, and enabling logging. See the following code: BotLocales: - LocaleId: "en_US" Description: "en US locale" NluConfidenceThreshold: 0.40 Finally, you add the second intent, which is the FallbackIntent.

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AssemblyAI

APRIL 3, 2024

Universal-1 exhibits the ability to code switch, transcribing multiple languages within a single audio file. Pero hay no idea lo que me iba a encontrar yo en ese toilet. En number dos, lo primero que tú dices en mi cocina es good morning. Thank you for all this comida que tu pones en nuestra family table.

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AWS Machine Learning Blog

JANUARY 12, 2024

This enables applications such as semantic search, Retrieval Augmented Generation (RAG), topic modeling, and text classification. Rerank provides a fast and straightforward option for improving search results by introducing semantic search technology into a user’s stack with a single line of code. We will clean that up. df['text'].iloc[2215]

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How to Learn Machine Learning

JANUARY 21, 2023

This means deciding on the topics, questions, and answers that the chatbot will respond to. Next, you need to write the code that will power the chatbot. You should also use software development tools that allow you to easily debug and adjust your code as you go. You can create your own or use existing datasets.

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Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 52

Flipboard

NOVEMBER 20, 2023

Using notebooks for RAG-based question answering Implementing RAG typically entails experimenting with various embedding models, vector databases, text generation models, and prompts, while also debugging your code until you achieve a functional prototype. Deploy the BAAI/bge-small-en-v1.5 embeddings. Python 3.10 transformers==4.33.0

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