The author attended the PyData London Meetup where the topic of Open Source Large Language Models (LLMs) was discussed, inspiring them to create their own personal GPT using Ollama and llama3:8b. Ollama is a tool that allows users to deploy LLMs on their local machines with ease. The author used the llama3:8b model due to RAM constraints on their laptop. They leveraged frameworks like Next.js, TypeScript, Tailwind CSS, Shadcn UI, and Clerk to develop their personal GPT. The workflow involves users inputting prompts, calling Ollama’s endpoint with the llama3:8b model, and rendering the response on the screen. Features like copy to clipboard and text to speech were implemented, along with React Markdown Component for rendering markdown content. A demo of the GPT is provided in the content. The author’s journey into Open Source LLMs has expanded their understanding of AI technologies and the potential of open-source tools in shaping intelligent computing. The content concludes with an invitation for readers to explore LLMs and a link to the author’s GitHub repository for their GPT project.
Source link
Source link: https://medium.com/@oreoluwasimi02/creating-my-personal-gpt-9b3c7b68d9d8?source=rss——large_language_models-5
Attending a workshop on creating my Personal GPT #innovativeAI
