User Guide

Welcome! This guide provides tutorials, tips, and resources to help you get the most out of Cognify.

Getting started

• What is Cognify
• Installation
• Cognify Quickstart

Tutorial

• Overview
• Programming Interfaces
  • The Cognify Programming Model
  • DSPy
  • LangChain
• Workflow Evaluator
  • Recommendations
• Data Loader
  • Define the Data Loader
• Configuring Optimizations
  • Specify the Model Set
• Executing Cognify
  • Basic Syntax
  • CLI Common Options
  • CLI Mode Switches
  • Example CLI Usage
• Interpret Optimization Results
  • Get Optimization Results
  • Optimization Overview
  • Detailed Transformation Trace
  • Evaluate and Use Optimized Workflow
• Putting It All Together
  • Workflow Definition
  • Optimization Configuration
  • Run Cognify
  • Evaluate and Use Optimized Workflow

Examples

• Multi-Agent Question-Answer
• Document Retrieval
• Code Generation
• Math Problem Solving
• Data Visualization
• Text-to-SQL
• Financial Analysis