How to build AI apps using Python and Ollama

Meta also said it’s experimenting with AI chats in Messenger and WhatsApp, while Discord today offers a bot with ChatGPT-like features. Join leaders from Block, GSK, and SAP for an exclusive look at how autonomous agents are reshaping enterprise workflows – from real-time decision-making to end-to-end automation. The AI model goes by the transcript from a YouTube video, so there are some natural limitations. The first step is to download and configure Chat with RTX, which is actually a bit more complicated than you might expect. All you need to do is run an installer, but the installer is prone to fail, and you’ll need to satisfy some minimum system requirements. Put your brand in front of 10,000+ tech and VC leaders across all three days of Disrupt 2025.

The app itself is structured like a messaging app, he says, allowing users to have multiple conversations with different AI chatbots at the same time. The AIs themselves are powered using OpenAI technologies — specifically GPT-3.5-turbo, we’re told. Poe, the artificial intelligence chatbot platform launched by question-and-answer site Quora, is rapidly expanding as it seeks to become a one-stop shop for users to access a wide variety of conversational AI models.

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The company, Gorilla Technologies, has also created its own characters, like its standard ChatGPT assistant named Aria. This chatbot can aid users with everyday tasks, like email writing or marketing expertise. For enterprise decision-makers, Poe offers a window into the future of how customers and employees may prefer to retrieve information and accomplish tasks. An intuitive interface to experiment with blending different AI models could uncover novel applications tailored to a company’s unique needs. Poe plans to launch an enterprise tier to let organizations manage the platform for their workforce. Although the entire AI boom was triggered by just one ChatGPT model, a lot has changed since 2022.

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The top 10 AI mobile apps have already pulled in over $14 million this year, as of last month. By targeting a younger demographic with an experience that feels a lot like messaging, its chatbots seem more accessible than going over to OpenAI’s website. In addition to its technical capabilities, Ollama also offers a supportive community that can help you get the most out of the platform. The Ollama Discord community is a great resource for developers looking to connect with peers, share insights, and get answers to their questions.

• If you are interested in building apps harnessing the power of artificial intelligence (AI) using Python.
• For enterprise decision-makers, Poe offers a window into the future of how customers and employees may prefer to retrieve information and accomplish tasks.
• We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.

You need an RTX 40-series or 30-series GPU with at least 8GB of VRAM, along with 16GB of system RAM, 100GB of disk space, and Windows 11. Still, it’s an interesting concept to put a face on an AI and have it interact in the style of their character.

With a recent $75 million funding round and a spate of new features, Poe is betting big on the potential of a thriving ecosystem around AI-powered chatbots and the creators who build them. In addition to model management, Ollama also provides powerful tools for generating embeddings. Embeddings are data representations that are essential for AI models to make accurate predictions or decisions. By converting raw data into a format that can be easily processed by machine learning algorithms, embeddings help to improve the performance and accuracy of AI applications.

New models have been released, old models have been replaced, updates roll out and roll back again when they go wrong — the world of LLMs is pretty busy. At the moment, we have six OpenAI LLMs to choose from and, as both users and Sam Altman are aware, their names are completely useless. It uses something called retrieval-augmented generation, or RAG, to flip through documents and give you answers based off of those documents. Instead of answering any question, Chat with RTX is good at answering specific questions about a particular set of data. But hopefully it will open the door to more local AI chatbots and other local AI tools. For instance, you might expect Dracula to punctate conversations with a Bwhahaha, but he instead responded much as any other AI chatbot would.

• All you need to do is run an installer, but the installer is prone to fail, and you’ll need to satisfy some minimum system requirements.
• New models have been released, old models have been replaced, updates roll out and roll back again when they go wrong — the world of LLMs is pretty busy.
• The latter is a price that’s likely designed to capture people who want to toy with the app for a week, then cancel, rather than those who want to commit to a year upfront.
• In addition to its technical capabilities, Ollama also offers a supportive community that can help you get the most out of the platform.

The characters do, however, seem to be aware of their own history and will include that in their conversations, but their speaking style is more of a generic AI. Upgrade your lifestyleDigital Trends helps readers keep tabs on the fast-paced world of tech with all the latest news, fun product reviews, insightful editorials, and one-of-a-kind sneak peeks. The Nvidia RTX 5060 is one of the most anticipated laptop GPUs of the year and it is set to launch in May. There has been considerable drama about the component manufacturer and the availability of its graphics cards of every configuration since the beginning of 2025, that hasn’t stopped fans and enthusiasts’ excitement concerning product launches.

Whether you’re a seasoned AI developer or just starting out, Ollama provides a user-friendly environment that simplifies the development process and helps you achieve your goals more efficiently. Last fall, Google acquired the AI avatar startup Alter for $100 million, and the Korean startup called Neosapience raised $12.5 million for its synthetic voice and video platform, Typecast, which lets users turn text into a video. But D-ID is working in a space that’s closer to what Superchat is attempting with its new tech that gives both a face and a voice to OpenAI’s ChatGPT. Its web app, however, is much more evolved, as it actually allows users to talk in face-to-face conversations with a photorealistic AI. This positions Poe to potentially become the “app store” or “web browser” for the emerging wave of conversational AI. Just as smartphones centralized access to a plethora of single-purpose apps and web browsers did for websites, Poe envisions a future where most companies offer public-facing chatbots.

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Whether you’re stuck on a particular problem or just looking for inspiration, the community is always ready to lend a helping hand. Ollama also welcomes feedback from its users, as this helps to shape the future direction of the platform and ensure that it continues to meet the needs of AI developers. With Ollama, you can easily create, delete, copy, list, and retrieve detailed information about your AI models, giving you complete control over your development process. This level of flexibility and transparency is essential for effective AI development, as it allows you to experiment with different approaches and fine-tune your models until you achieve the desired results. Whether you’re working on a small-scale project or a large-scale application, Ollama’s model management features make it easy to keep track of your progress and make adjustments as needed. Nonetheless, Poe’s rapid product development and fresh funding prove there is immense interest in the nascent bot economy.