Unstructured Data and LLMs with Crag Wolfe and Matt Robinson

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<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/most-innovative-companies">Most Innovative Companies</a></span>

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Most Innovative Companies

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۲ روز پیش۲d ago

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Which companies are on the cutting edge of artificial intelligence? What’s the next major breakthrough in healthcare? How do iconic brands reinvent themselves to appeal to the next generation? Most Innovative Companies is where tech, business, and innovation convene. Join hosts Yasmin Gagne and Josh Christensen as they bring you the latest innovations transforming business and society—and highlights the companies that are reshaping industries and culture.

حدود یک سال پیش 47:14

MP3•خانه قسمت

The majority of enterprise data exists in heterogenous formats such as HTML, PDF, PNG, and PowerPoint. However, large language models do best when trained with clean, curated data. This presents a major data cleaning challenge.

Unstructured is focused on extracting and transforming complex data to prepare it for vector databases and LLM frameworks.

Crag Wolfe is Head of Engineering and Matt Robinson is Head of Product at Unstructured. They join the podcast to talk about data cleaning in the LLM age.

Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer .

Please click here to see the transcript of this episode.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

2104 قسمت

#Jeffmeyerson #Softwaredevelopment #Softwareengineering #News #Tech News #Software Daily

Unstructured Data and LLMs with Crag Wolfe and Matt Robinson

Software Engineering Daily

40 subscribers

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

Unstructured is focused on extracting and transforming complex data to prepare it for vector databases and LLM frameworks.

Crag Wolfe is Head of Engineering and Matt Robinson is Head of Product at Unstructured. They join the podcast to talk about data cleaning in the LLM age.

Please click here to see the transcript of this episode.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

2104 قسمت

#Jeffmeyerson #Softwaredevelopment #Softwareengineering #News #Tech News #Software Daily

همه قسمت ها

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۳ روز پیش46:02

46:02

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CodeRabbit and RAG for Code Review with Harjot Gill 48:42

۵ روز پیش48:42

48:42

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1:01:34

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Evaluations are critical for assessing the quality, performance, and effectiveness of software during development. Common evaluation methods include code reviews and automated testing, and can help identify bugs, ensure compliance with requirements, and measure software reliability. However, evaluating LLMs presents unique challenges due to their complexity, versatility, and potential for unpredictable behavior. Ankur Goyal is the CEO and Founder of Braintrust Data , which provides an end-to-end platform for AI application development, and has a focus on making LLM development robust and iterative. Ankur previously founded Impira which was acquired by Figma, and he later ran the AI team at Figma. Ankur joins the show to talk about Braintrust and the unique challenges of developing evaluations in a non-deterministic context. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

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Unstructured Data and LLMs with Crag Wolfe and Matt Robinson