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LangChain vs CrewAI vs AutoGen to Build a Data Analysis Agent

Analytics Vidhya

Enter the Data Analysis Agent, to automate analytical tasks, execute code, and adaptively respond to data queries. LangGraph, CrewAI, and AutoGen […] The post LangChain vs CrewAI vs AutoGen to Build a Data Analysis Agent appeared first on Analytics Vidhya.

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How to Automate Data Analysis with Langchain?

Analytics Vidhya

However, analyzing large amounts of data can be a time-consuming and daunting task. That’s where automation comes into play. With the help of frameworks like Langchain and Gen AI, you can automate your data analysis and save valuable time. In […] The post How to Automate Data Analysis with Langchain?

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Top Python Libraries to Automate Exploratory Data Analysis in 2021

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Topic to be covered What is Exploratory Data Analysis What. The post Top Python Libraries to Automate Exploratory Data Analysis in 2021 appeared first on Analytics Vidhya.

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Real-time transaction data analysis with IBM Event Automation

IBM Journey to AI blog

Those events can then be consumed and processed to help inform smarter decisions and trigger automations. Get started with IBM Event Automation By putting events to work, companies can help teams proactively respond to key customer opportunities, issues or potential threats as they arise.

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Harnessing Generative AI for Test Automation and Reporting

Unite.AI

Generative AI tools empower teams to automate testing processes and boost accuracy. This article will explore how generative AI can improve test automation processes and suites in software systems. A few of the important areas where Generative AI helps in automation suites are: 1.

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Why AI Developers Are Buzzing About Claude 3.5’s Computer Use Feature

Unite.AI

The developers can use the agent to build AI systems that can automate human interactions and tasks on computers. This is crucial for applications like document summarization, automated report generation, and data retrieval. This makes it valuable for debugging, data analysis, or even automated testing.

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Microsoft AutoGen: Multi-Agent AI Workflows with Advanced Automation

Unite.AI

This library is for developing intelligent, modular agents that can interact seamlessly to solve intricate tasks, automate decision-making, and efficiently execute code. Code Execution and Automation Unlike many AI frameworks, AutoGen allows agents to generate, execute, and debug code automatically.