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The most underrated OpenAi announcement... OpenAI's JSON Mode 🤯 Amidst the buzz of OpenAI's latest announcements, JSON Mode might not have grabbed the headlines, but its potential for startups is monumental 🌟. This unsung hero of AI models effortlessly navigates complex data structures, enabling your applications to understand and generate intricate, multi-level JSON requests and responses 🚀. Imagine your platform offering smarter, context-aware customer service at scale, or crafting data-rich reports with nuanced insights, all through the finesse of JSON Mode 🤯. For anyone interested in the subject, their product deepdive is amazing 💜

Open AI GPT Demo: Key take aways 1. Custom GPT's - Text Processing: Create your own custom themed GPT (just in minutes), of course hosted in OpenAPI. 2. Plugin's: Create custom actions i.e tasks / plugins to talk to external world. 3. File Uploads - File Processing: Ability to upload files into Custom GPT's. 4. Upload Pictures - Image Processing: Ability to consume images and text and opine back (with custom picture + chat). 5. Play Songs - Audio Processing: Ability to consume text and respond with audios (custom and mood based). 6. Assistance API's : API calls are stateful (#Runs API) (don't have to send chat/API id every time). [#Assistant , #Thread, #Message, #Runs, ]Help crate custom tools such as above with all capabilities. Essentially OpenAI does the job of remembering ID's in its DB on your behalf. 7. Playground App: Code Interpreter, File|Image|Audio processor. Now chat has images, graphs, tables in output chat. 8. Function Calling: JSON Method I/O. Multiple function calling (each function for each of instructions/tasks/actions). Full video:

Starting in Sep 23 the #USCensusBureau starting asking two #AI related questions in its Business Trends and Outlook Survey. These two questions focused on using #AI in creating products/services in the last two weeks and plans to use #AI over the next six months. This sample is representative of all states, industries and firm sizes across the #US. #OsamaKidwai and I are using #python and #dash to create interactive visualizations of this data. You can explore this data, interactively, at: https://lnkd.in/gWprXdmv These data provide interesting and counter-intuitive insights into #AI and #DataScience adoption across the United States.

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🚀 Exciting News! Just had an incredible experience using Poe (https://poe.com/)! 😍 1. The platform makes bot creation a breeze. 2. You can input anything – from files to links and beyond. 3. Poe offers a fantastic selection of State-of-the-Art models to choose from! I recently built a bot that analyzes GitHub repositories using the LanceDB (YC W22) vectordb-recipes (https://lnkd.in/dNDdsnxR) repository. And guess what? It took me less than 2 minutes to create the bot and have it answer my repo-related questions! 🚀 Big shout-out to Aleksey Korshuk and Artemii Novoselov for their great work on Poe! Definitely give it a try, folks! 🔥 🤖 Here's my chat-bot: https://lnkd.in/gUmEP3F3 #AI #Innovation #Poe #llm #llms #vectordatabase #hackathon

Starting in Sep 23 the #USCensusBureau starting asking two #AI related questions in its Business Trends and Outlook Survey. These two questions focused on using #AI in creating products/services in the last two weeks and plans to use #AI over the next six months. This sample is representative of all states, industries and firm sizes across the #US. #OsamaKidwai and I at #AzraAnalytics are using #python and #dash to create interactive visualizations of this data. You can explore this data, interactively, at: https://lnkd.in/gWprXdmv These data provide interesting and counter-intuitive insights into #AI and #DataScience adoption across the United States.

Actions in GPTs Introduction Learn how to build a GPT action that intelligently calls your API. What is a GPT? GPTs provide the ability to deeply customize ChatGPT for specific use cases along with custom capabilities. You can create a GPT that: > Has custom instructions which determine the way the GPT interacts with users > Includes tools like browsing, DALL·E, and Code Interpreter > Comes with preset starter prompts for new and returning users > Has custom actions which allow you to connect the GPT to APIs > And more! If you want to explore what is possible, check out the deep dive on GPTs from OpenAI Developer Day 2023 👇 What is an action in a GPT? In addition to using our built-in capabilities (browsing, DALL·E, and Code Interpreter), you can also define custom actions by making one or more APIs available to the GPT. Actions allow GPTs to integrate external data or interact with the real-world, such as connecting GPTs to databases, plugging them into your emails, or making them your shopping assistant, all through APIs. The design of actions builds upon insights from our plugins beta, granting developers greater control over the model and how their APIs are called. Actions are defined using the OpenAPI specification, which is a standard for describing APIs. 👉 https://lnkd.in/dDVHfCaN #machinelearning

How are businesses across #USA adopting #AI for creating products and services? Explore our interactive visualizations.

Deep dive and demo of OpenAI: GPT vs Assistant API. https://lnkd.in/eru9p2M4

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