Context-aware structured outputs. Search your documents or the web for specific data and get it back in JSON or Markdown.

OpenAi.JsonSchema is a lightweight library for generating valid JSON Schema for OpenAI models' Structured Outputs feature. It supports a wide range of types, ensures compatibility with OpenAI's JSON Schema format, and leverages C# descriptions and attributes for schema generation.

Iterate over scans of forms, and have gpt-4o pull data from them into a csv file

Presentación en la conferencia IADevs 2024: Potenciando la Generación Aumentada usando Recuperación con Grafos de Conocimiento

Presentation at PyData Global: Building Knowledge Graph-Based Agents with Structured Text Generation and Open-Weights Models

An extension of the LLM-based spatial layout generation from image description from https://github.com/Attention-Refocusing/attention-refocusing using OpenAI and Ollama structured outputs

A lite abstraction layer for structured LLM calls

AI-based learning management tool that automatically creates personalized tests and feedback from online courses

A personalized quiz system using retrieval augmented generation.

AI-powered developer onboarding bot that streamlines team integration through automated guidance and documentation help