How to Write AI Prompts That Output Valid JSON Data
Apr 8, 2025 · This article walks you through prompt engineering strategies for writing AI prompts that reliably produce valid JSON responses, with examples and sample code. 1. Be Explicit …
Extracting Information From Articles Examples - Medium
Nov 14, 2023 · One-to-Many Shot Learning — Teach Llama how to solve a problem with examples. Before introducing the system prompt, let’s use the simple prompt to summarize the …
Few-Shot Prompting with Structured Outputs - Prompting
Dec 6, 2024 · Hey everyone, I’m new to the OpenAI API, and wondering how to give few-shot examples when using structured outputs. Approach 1: Serialize as JSON string Here, I convert …
JSON Example
This page shows examples of messages formatted using JSON (JavaScript Object Notation). The same text expressed as XML: The same file expressed as XML: The action and label values …
Prompts Masterclass: Output Formatting — JSON #5
Sep 18, 2023 · To get output in JSON format, one can specify it in the prompt. Prompt: “Generate a JSON object that contains details about three different fruits, including their names, colors, …
How to parse JSON output | ️ LangChain
We can use an output parser to help users to specify an arbitrary JSON schema via the prompt, query a model for outputs that conform to that schema, and finally parse that schema as …
Structured output | Gemini API | Google AI for Developers
May 16, 2025 · For example, you can use structured output to extract information from resumes, standardize them to build a structured database. Gemini can generate either JSON or enum …
How can I get LLM to only respond in JSON strings?
Nov 2, 2023 · In order to tell LangChain that we'll need to convert the LLM response to a JSON output, we'll need to define a StructuredOutputParser and pass it to our chain. Here's an …
How to Write Better AI Instructions Using XML and JSON - Geeky …
Feb 20, 2025 · XML and JSON are essential for creating clear, structured instructions that enhance AI agent performance and reliability. XML is ideal for defining roles, goals, and step …
JSON Examples and Implementation Explained - w3resource
Jan 6, 2025 · Explore JSON examples with syntax, usage, and implementation in JavaScript and Python.
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