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Supercharge Your LLM Apps Using DSPy and Langfuse | by Raghav Bali | Oct, 2024

Data ScienceOctober 7, 2024139Views 1Like 0Comments

As illustrated in figure 1, DSPy is a pytorch-like/lego-like framework for building LLM-based apps. Out of the box, it comes with: Signatures: These are specifications to define input and output behaviour of a DSPy program. These can be defined using short-hand notation (like “question -> answer” where the framework automatically understands question is the input…

Fine-Tuning Vision Language Models (VLMs) for Data Extraction

UncategorisedOctober 3, 2024116Views 0Likes 0Comments

💡 Note that this is the 3rd and final article in the series of VLMs for data extraction. You can find - the one about surveying VLMs here, and - evaluating VLMs on your own dataset here Introduction If you’re beginning your journey into the world of Vision Language Models (VLMs), you’re entering an…

🚀 Limited Time Offer: Get Your Exclusive Online Passes to the Chatbot Conference — Act Fast! 🚀 | by Cassandra C. | Sep, 2024

Human AiOctober 3, 2024183Views 2Likes 0Comments

Exciting news ahead! With an incredible surge of enthusiasm, we're rolling out an exclusive Online Only option for this year's Chatbot Conference, kicking things off with an absolutely phenomenal launch! Today kicks off an incredible flash sale, showcasing a limited selection of tickets—only 18 passes available at this unbeatable price. Prepare to grab this incredible…

Efficient Knowledge Management for Data Teams Using Notion

Data AnalyticsOctober 2, 2024165Views 1Like 0Comments

Image by Editor | Ideogram An organization's data teams often encounter complex projects with a variety of resources and structures scattered around. As the number of projects and team members increases, the information becomes more tangled and increasingly complex to manage. This is why we need to consolidate the information in a single platform.…

Microsoft Researchers Unveil RadEdit: Stress-testing Biomedical Vision Models via Diffusion Image Editing to Eliminate Dataset Bias

AI NewsOctober 2, 2024104Views 1Like 0Comments

Biomedical vision models are increasingly used in clinical settings, but a significant challenge is their inability to generalize effectively due to dataset shifts—discrepancies between training data and real-world scenarios. These shifts arise from differences in image acquisition, changes in disease manifestations, and population variance. As a result, models trained on limited or biased datasets often…

Updated production-ready Gemini models, reduced 1.5 Pro pricing, increased rate limits, and more

OpenAIOctober 2, 2024186Views 0Likes 0Comments

Today, we’re releasing two updated production-ready Gemini models: Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002 along with: >50% reduced price on 1.5 Pro (both input and output for prompts <128K) 2x higher rate limits on 1.5 Flash and ~3x higher on 1.5 Pro 2x faster output and 3x lower latency Updated default filter settings These new models build on…

Machine Learning Operations (MLOps) For Beginners | by Prasad Mahamulkar | Aug, 2024

Data ScienceOctober 2, 2024102Views 1Like 0Comments

End-to-end Project Implementation 19 min read · Aug 29, 2024 Image created by the authorDeveloping, deploying, and maintaining machine learning models in production can be challenging and complex. This is where Machine Learning Operations (MLOps) comes into play. MLOps is a set of practices that automate and simplify machine learning (ML)…

How to Create Sales Orders on NetSuite using the API

UncategorisedOctober 1, 2024141Views 0Likes 0Comments

When it comes to running your AR process on NetSuite, one of the most common tasks you'll do is creating sales orders. Manually creating sales orders can be tedious - the NetSuite UI is not very straightforward, and there are further complexities that are present only in the API and not on the NetSuite UI…

Be Part of the AI Revolution at the Chatbot Conference Tomorrow! | by Cassandra C. | Sep, 2024

Human AiSeptember 28, 2024146Views 2Likes 0Comments

Tomorrow, September 24, 2024, San Francisco will host one of the biggest global AI events of the year: the Chatbot Conference! Whether you’re passionate about artificial intelligence, curious about chatbots, or simply eager to connect with industry leaders, this conference is for you. This is more than just a conference; it’s your opportunity to explore…

Best Vision Language Models for Document Data Extraction

UncategorisedSeptember 28, 2024119Views 0Likes 0Comments

Vision Language Models (VLMs) are set to become ubiquitous, sparking a surge of tools that can address day-to-day visual challenges. As we enter this "golden age" of VLMs, it becomes mission-critical for businesses to quickly evaluate the best available options. This is especially important in scenarios like data extraction, where dozens of models…