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Examples and guides for using the OpenAI API - GitHub
Example code and guides for accomplishing common tasks with the OpenAI API. To run these examples, you'll need an OpenAI account and associated API key (create a free account here). Set an environment variable called OPENAI_API_KEY with your API key.
GitHub - openai/swarm: Educational framework exploring …
Check out /examples for inspiration! Learn more about each one in its README. basic: Simple examples of fundamentals like setup, function calling, handoffs, and context variables; triage_agent: Simple example of setting up a basic triage step to hand off to the right agent; weather_agent: Simple example of function calling
Orchestrating Agents: Routines and Handoffs | OpenAI Cookbook
Oct 10, 2024 · This cookbook will walk through one way to tackle this. We'll introduce the notion of routines and handoffs, then walk through the implementation and show how they can be used to orchestrate multiple agents in a simple, powerful, and controllable way. Finally, we provide a sample repo, Swarm, that implements these ideas along with examples.
Enhance your prompts with meta prompting | OpenAI Cookbook
Oct 23, 2024 · Meta-prompting is a technique where you use an LLM to generate or improve prompts. Typically this is done using a higher intelligence model that optimizes prompts for a model with less intelligence. It’s a process of using prompts to guide, structure, and optimize other prompts, helping ensure they’re more effective in guiding the LLM ...
GitHub - openai/openai-python: The official Python library for …
Security. OpenAI Python API library. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3.8+ application. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx.
Batch processing with the Batch API | OpenAI Cookbook
Apr 24, 2024 · This cookbook will walk you through how to use the Batch API with a couple of practical examples. We will start with an example to categorize movies using gpt-4o-mini, and then cover how we can use the vision capabilities of this model to caption images.
GPT-3 powers the next generation of apps | OpenAI
Mar 25, 2021 · Using GPT-3, Viable identifies themes, emotions, and sentiment from surveys, help desk tickets, live chat logs, reviews, and more. It then pulls insights from this aggregated feedback and provides a summary in seconds.
Introducing text and code embeddings - OpenAI
Jan 25, 2022 · We are introducing embeddings, a new endpoint in the OpenAI API that makes it easy to perform natural language and code tasks like semantic search, clustering, topic modeling, and classification.
Best practices for prompt engineering with the OpenAI API
1. Use the latest model. For best results, we generally recommend using the latest, most capable models. Newer models tend to be easier to prompt engineer. 2. Put instructions at the beginning of the prompt and use ### or """ to separate the instruction and context.
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