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JSON output

5 articles · Page 1 of 1
Chengwu Tech Stack
Chengwu Tech Stack
Aug 12, 2026 · Artificial Intelligence

Why Your AI Prompts Fail: A Complete Framework for Reliable Results

This article presents a comprehensive framework for effective AI interaction, detailing a six-component prompt structure, task decomposition strategies, JSON output stabilization techniques, and a reusable template to transform vague requests into verifiable, production-ready results through iterative alignment and validation.

AI ReliabilityAI interactionJSON output
0 likes · 20 min read
Why Your AI Prompts Fail: A Complete Framework for Reliable Results
AI Engineering
AI Engineering
Jul 31, 2026 · Artificial Intelligence

Extract JSON from PDFs with Natural Language Using Unstract – No More Regex

Unstract is an open‑source platform that lets you describe desired fields in plain language and leverages LLMs to turn invoices, bank statements, KYC forms and other unstructured PDFs into clean JSON ready for database ingestion, eliminating the need for regex or custom templates.

JSON outputLLMPDF extraction
0 likes · 4 min read
Extract JSON from PDFs with Natural Language Using Unstract – No More Regex
Ubiquitous Tech
Ubiquitous Tech
May 31, 2025 · Artificial Intelligence

DeepSeek‑R1‑0528 Model Gains Function‑Calling, JSON Output, and MCP Integration

The DeepSeek‑R1‑0528 update brings major benchmark gains, reduced hallucinations, JSON output and function‑calling support, enabling seamless integration with the Model Context Protocol (MCP) for flexible tool use, while a new 8B distilled model demonstrates knowledge‑distillation benefits for resource‑constrained deployments.

AI modelDeepSeekFunction Calling
0 likes · 11 min read
DeepSeek‑R1‑0528 Model Gains Function‑Calling, JSON Output, and MCP Integration
CSS Magic
CSS Magic
Apr 12, 2024 · Artificial Intelligence

Answering Common Kimi API Questions and Exploring AI App Development

This article addresses frequent Kimi API queries, explains the API's purpose, available endpoints, model specifications, token‑based pricing, differences from the web assistant, response variability, JSON output workarounds, and shares upcoming roadmap items for developers building AI applications.

AI developmentChat CompletionJSON output
0 likes · 10 min read
Answering Common Kimi API Questions and Exploring AI App Development