Posts

Fixie Developer Portal

Fixie Developer Portal

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Fixie is a platform for building applications using Large Language Models. With Fixie, you can write apps that communicate, in natural language, with one or more Agents that can access individual APIs or sources of data, such as GitHub, Google Calendar, or a database. Link
Foundation Model Ops: Powering the Next Wave of Generative AI Apps

Foundation Model Ops: Powering the Next Wave of Generative AI Apps

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Late last year, we published our framework for the enterprise AI stack and gestured toward the potential of foundation models to advance innovation at each of its layers, from AI-optimized hardware, compute, and cloud on up. Yesterday’s release of GPT-4, with its ability to process both text and image inputs, promises to accelerate this paradigm shift in AI, which dramatically reduces the time, technical knowledge, and cost needed to spin up AI-enhanced products.
How to build a Chatbot with ChatGPT API and a Conversational Memory in Python

How to build a Chatbot with ChatGPT API and a Conversational Memory in Python

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With the emergence of Large Language Models (LLMs), AI technologies have advanced to a level where humans can converse with chatbots in a way that resembles human conversation. In my opinion, chatbots are poised to become an essential component of our daily lives for a wide range of problem-solving tasks. We will soon encounter chatbots in various domains, including customer service and personal assistance. Link
Learn anything

Learn anything

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Try topics like physics, american history, or your own name! Link
react-admin

react-admin

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A frontend Framework for building data-driven applications running in the browser on top of REST/GraphQL APIs, using ES6, React and Material Design. Open sourced and maintained by marmelab. Link
Training large language models on Amazon SageMaker: Best practices

Training large language models on Amazon SageMaker: Best practices

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Language models are statistical methods predicting the succession of tokens in sequences, using natural text. Large language models (LLMs) are neural network-based language models with hundreds of millions (BERT) to over a trillion parameters (MiCS), and whose size makes single-GPU training impractical. LLMs’ generative abilities make them popular for text synthesis, summarization, machine translation, and more. Link
AI Generated Stories (AWS)

AI Generated Stories (AWS)

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Example open source event-driven application that generates a new bed time story for your children every night using Lambda, EventBridge, DynamoDB, App Runner, ChatGPT and DALL-E. Link
ChatGPT Clone – OpenAI API and React Tutorial

ChatGPT Clone – OpenAI API and React Tutorial

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Learn how to use React and the OpenAI API to create an application like ChatGPT. The application can answer our questions, convert the text into different languages, or even convert JavaScript code to Python. Link