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console-chat-gpt reviews and mentions
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Revolutionizing Real-Time Alerts with AI, NATs and Streamlit
The backend service integrates with both external services like Weather API and Open AI Chat Completion API. If both weather data and user alert criteria are present, the app constructs a prompt for OpenAI's GPT model to determine if the weather meets the user's criteria. The prompt asks the AI to analyze the current weather against the user's criteria and respond with "YES" or "NO" and a brief weather summary. Once the AI determines that the incoming weather data matches a user's alert criteria, it crafts a personalized alert message and publishes a weather alert to the chat_response subject on the NATS server to update the frontend app with the latest changes. This message contains user-friendly notifications designed to inform and advise the user. For example, it might say, "Heads up! Rain is expected in Estonia tomorrow. Don't forget to bring an umbrella!"
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Guide to ChatGPT API Implementation for Developers
There are many ChatGPT API endpoints to help you add AI capabilities to your application. Each ChatGPT API endpoint is meant for a specific use case. For this article, you'll use the Chat endpoint. The Completions endpoint would also fit this use case, but as explained in the GPT documentation, the Chat endpoint is cheaper and offers access to the GPT-3.5 Turbo and GPT-4 APIs, which the Completions endpoint does not.
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OpenAI Language Lector
For more details, please refer to: OpenAI API Chat Completion.
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Adapting API Strategies to Dynamic AI Trend
AI models, like OpenAI ChatGPT, are often packaged as APIs. Through these APIs, developers can trigger the AI, sending prompts as input allowing developers to integrate AI into their applications seamlessly. A commonly used architecture for building a new AI app also utilizes two OpenAI API endpoints like Vector Embeddings and Chat Completion as you see in the diagram below:
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Check out my ChatGPT integration for CLI.
ChatGPT integration for CLI, which I made with my dad a while ago as a fun side project. It has a lot of great features like code highlighting and formatting, resuming a previous chat, and much more which you can check out in the repository.
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 May 2024
Stats
amidabuddha/console-chat-gpt is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of console-chat-gpt is Python.
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