AssemblyAI

AUGUST 27, 2023

Choosing the best Speech-to-Text API , AI model, or open source engine to build with can be challenging. Or simply want to play around with an API or AI model or test an API before committing to building with one? Looking for a powerful Speech-to-Text API or AI model? Looking for a powerful Speech-to-Text API or AI model?

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AWS AI AI Python 98

Flipboard

JULY 19, 2023

In this post, we demonstrate how to construct a real-time user interface to let business users process a PDF document of arbitrary length. When that job is done, you can invoke an API that summarizes the text or answers questions about it. The following diagram shows the user interface. text.strip().replace('n',

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AWS Machine Learning Blog

MAY 15, 2024

Amazon Ads applied scientists use SageMaker Studio as the web-based interface to work with SageMaker (step ii). Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images. The Amazon API Gateway receives the PUT request (step 1). Burak is still a research affiliate in MIT.

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Mlearning.ai

AUGUST 20, 2023

Now interact with LLMs at ease using the Chat Interface and Magic Commands that turns the Jupyter notebook into a reproducible generative AI playground. Users can interact with Jupyter AI through a conversational chatbot interface called Jupyternaut directly within JupyterLab.

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AI AI Python AWS 52

Flipboard

JUNE 13, 2023

Knowing the right way to leverage these tools and how best to be an AI-augmented cybernetic developer is a skill in itself, as there are pitfalls (hallucinated APIs/functions) and prompt incantations to learn. We’re also using some generative processes to write code snippets, specifically for well-known API calls.

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AI AI 175

Towards AI

AUGUST 8, 2023

The Declarai package offers an interface to AI models from various providers. Each provider has its unique set of models, configurations, and associated API tokens. In complex system interfaces, it acts as a guiding hand, ensuring developers select the right options and provide the appropriate parameters. Check out the docs ?

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AWS Machine Learning Blog

JULY 26, 2023

You can access Toxicity Detection either via the Amazon Transcribe console or by calling the APIs directly using the AWS CLI or the AWS SDKs. Toxicity Detection is currently available in the standard Amazon Transcribe API for batch processing and supports US English language.

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AssemblyAI

OCTOBER 19, 2023

Check out a full list of supported languages in  the docs  and test them out live on AssemblyAI's  playground. Built from the ground up with TypeScript, this release boasts tons of improvements and a simplified interface for seamless interaction with the AssemblyAI API.

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AWS Machine Learning Blog

APRIL 8, 2024

It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). As we demonstrate in this post, LlamaIndex APIs make data access effortless and enables you to create powerful custom LLM applications and workflows.

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AWS Machine Learning Machine Learning Natural Language Processing 95

Snorkel AI

OCTOBER 13, 2023

Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models. If you are interested in Completions models under GPT-3, you can check out this doc by OpenAI. The prompt interface allows you to experiment and refine your prompts as needed. Let’s get started. Fine-tuning GPT-3.5

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Machine Learning Machine Learning AI AI 64

Mlearning.ai

JUNE 10, 2023

For each module LangChain provides standard, extendable interfaces. Memory : LangChain provides a standard interface for memory and a collection of memory implementations. LangChain offers a standard interface for chains, along with numerous integrations and end-to-end chains for common applications.

AI 52

AI AI Natural Language Processing Machine Learning 52

Snorkel AI

OCTOBER 13, 2023

Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models. If you are interested in Completions models under GPT-3, you can check out this doc by OpenAI. The prompt interface allows you to experiment and refine your prompts as needed. Let’s get started. Fine-tuning GPT-3.5

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Machine Learning Machine Learning AI AI 59

AWS Machine Learning Blog

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store. txt) Markdown (.md) md) HyperText Markup Language (.html)

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AWS Machine Learning Blog

JUNE 23, 2023

FastAPI is a modern, high-performance web framework for building APIs with Python. Its ease and built-in functionalities like the automatic API documentation make it a popular choice amongst ML engineers to deploy high-performance inference APIs. Log in to your account and choose the Region where you want to deploy the solution.

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AWS Machine Learning Blog

SEPTEMBER 11, 2023

SageMaker Studio is a fully integrated development environment (IDE) that provides a single web-based visual interface where you can access purpose-built tools to perform all ML development steps, from preparing data to building, training, and deploying your ML models, improving data science team productivity by up to 10x.

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AWS Machine Learning Blog

MAY 23, 2023

The web application interacts with the models via Amazon API Gateway and AWS Lambda functions as shown in the following diagram. API Gateway provides the web application and other clients a standard RESTful interface, while shielding the Lambda functions that interface with the model. Deploy the AWS CDK application.

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Ocean Protocol

DECEMBER 28, 2023

Ocean Command Line Interface (CLI) In the 2023 review of Ocean Protocol’s ecosystem, the Ocean CLI stands out as a pivotal tool, launched back in February, 2023. User Content Uploads : Users can seamlessly upload their content through the user-friendly frontend interface. For more details, visit the dedicated section in our docs here.

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OpenAI

DECEMBER 15, 2022

We have significantly simplified the interface of the /embeddings endpoint by merging the five separate models shown above ( text-similarity , text-search-query , text-search-doc , code-search-text and code-search-code ) into a single new model. Caption: The interface of the marketing tool by Kalendar AI.

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phData

NOVEMBER 13, 2023

You now have the flexibility to view your lineage in full detail or drill down to specific sections, all through a straightforward and intuitive interface. Metadata Generation: Utilizes metadata from the Discovery API to display the current project state, updating automatically after each production job run.

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Database Business Intelligence Business Intelligence Data Silos 52

Heartbeat

FEBRUARY 29, 2024

Use APIs when available. APIs provide legal access to data. chrome_options.add_argument("--incognito") # Runs the browser in headless mode, i.e., without a graphical user interface. How to obtain the API keys: OpenAI Help Center — Where can I find my API key? Look for mentions of scraping permissions.

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Explosion

OCTOBER 1, 2019

More APIs for data augmentation will be developed in future, especially as we get more evaluation metrics for these strategies into place. One of the most useful improvements is integrated support for the text categorizer in the spacy train command line interface. Let us know how you find it!

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Algorithm Natural Language Processing Python Data Science 59

O'Reilly Media

JULY 25, 2023

ChatGPT immediately suggested a promising direction—making a browser extension that gets the date of the research paper PDF in the currently-active tab and calls a music streaming API to play a song from that time period. That warning convinced me to drop this idea. It seemed like Spotify had what I needed, so I decided to go with it.

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AI AI ML ML 98

Explosion

OCTOBER 18, 2016

functionality – like the new rule-based, entity-aware matcher , the model training APIs and the custom pipelines. Keras gives you a high-level, declarative interface to define neural networks. Each callable should accept a Doc object, modify it in place, and return None. We’re also prioritising tutorials for the new 1.0

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Deep Learning Deep Learning Python 52

Explosion

AUGUST 1, 2019

You can now use these models in spaCy , via a new interface library we’ve developed that connects spaCy to Hugging Face ’s awesome implementations. It features consistent and easy-to-use interfaces to several models, which can extract features to power your NLP pipelines. trf_word_pieces_ # String values of the wordpieces doc._.trf_word_pieces

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Natural Language Processing AWS Machine Learning Machine Learning 52

IBM Journey to AI blog

NOVEMBER 2, 2023

Designed to run alongside Google’s search engine, Borg was used to build Google’s internet services, including Gmail, Google Docs, Google Search, Google Maps and YouTube. The declarative, API -driven infrastructure of Kubernetes allows cloud-native development teams to operate independently and increase their productivity.

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Clustering Cloud Computing AWS 103

The MLOps Blog

JUNE 27, 2023

Model deployment and serving : Enable seamless model deployment and serving by providing features for containerization, API management, and scalable serving infrastructure. It provides a high-level API that makes it easy to define and execute data science workflows. Check out the Metaflow Docs. Can you render audio/video?

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Machine Learning Machine Learning ML ML 134

phData

JANUARY 30, 2024

Installing Anaconda locally is a good way to match your local environment to Snowflake’s when using Snowpark Python’s API. Generating Document Vectors Scaling and Averaging World Vectors When using the Python API, one must know that your UDFs must be registered before you reference a dataset. alias("NUM")).pivot( alias("tech") ).show()

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ML ML Python Database 98

Explosion

NOVEMBER 16, 2021

We update it using any text editor, and “run” it through the spaCy command-line interface (CLI). With v3, I only have to think about my dataset’s Doc representation, nothing more. As a guide, I usually refer to spaCy’s top-level API docs , especially the batch_by_words section.

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Machine Learning Machine Learning Python Data Preparation 52

Mlearning.ai

APRIL 10, 2023

Installation To install and run the Cat is pretty straightforward and already explained in the doc. In this file, you have store you API keys that will be set as environment variables. Here, an example of commands to achieve the aforementioned steps on Ubuntu and setting an API key to use ChatGPT model from OpenAI.

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AI AI Python ML 98

Explosion

AUGUST 3, 2017

The more complicated the structure your model has to produce, the more benefit you can get from Prodigy’s binary interface. Prodigy also includes several built-in API loaders , including one for the GitHub API. If the category is correct, click accept , press a , or swipe left on a touch interface. Try the live demo!

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Supervised Learning Python Machine Learning Machine Learning 52

AWS Machine Learning Blog

MARCH 19, 2024

The user can use the Amazon Recognition DetectText API to extract text data from these images. Install or update the AWS Command Line Interface (AWS CLI) on either your PC or EC2 instance. This initiates the Amazon Rekognition API ( detect_text API), extracting text from the image label detailing machine specifications.

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AI AI AWS Python 110

Pickl AI

FEBRUARY 8, 2023

Documentation of Coding: ChatGPT can generate documentation for code, such as inline comments, function or class descriptions, and API documentation. Combining with Search Engines Furthermore, ChatGPT integrates with your usual search engine, which would further help you to get direct answers without using your own interface.

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Data Science Data Scientist Machine Learning Machine Learning 52

Explosion

DECEMBER 14, 2021

It provides an API that you can use to retrieve the data. The visual interface makes it easier to annotate and handle large chunks of data while also increasing efficiency by providing special recipes for your current task. For more information about the spaCy training format visit the docs. parse_string.

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Clustering Machine Learning Machine Learning Natural Language Processing 52

Explosion

MAY 10, 2016

The pay-off is the.pipe() method, which adds data-streaming capabilities to spaCy: import spacy nlp = spacy.load('de') for doc in nlp.pipe(texts, n_threads=16, batch_size=10000): analyse_text(doc) My favourite post on the Zen of Python iterators was written by Radim, the creator of Gensim. So, let’s start with the pay-off.

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Python Natural Language Processing Machine Learning Machine Learning 40

Explosion

OCTOBER 22, 2016

neo4j.list sudo apt-get update sudo apt-get -y install neo4j fi fi For the bot interface, install AIVA , my open-source framework for cross-plattform bot development. neo4j.list sudo apt-get update sudo apt-get -y install neo4j fi fi For the bot interface, install AIVA , my open-source framework for cross-plattform bot development.

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Python Database Natural Language Processing AI 52

Dataconomy

NOVEMBER 29, 2023

Pros: Unlimited word count Fast content delivery Can create content in bulk Original texts Offer API access Cons: Fixed article lengths (e.g., Another impressive feature of this platform is its user-friendly interface. The Business plan has custom pricing, and the minimum number of words you can generate is 500K.

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AWS Machine Learning Blog

DECEMBER 6, 2023

Amazon SageMaker Studio an integrated development environment (IDE) that provides a single web-based visual interface where you can access purpose-built tools to perform all machine learning (ML) development. To create a database, you will need a free API key from Pinecone.

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Database AWS ML ML 88