HelpingAI Cookbook 🧠✨

The comprehensive guide to building with HelpingAI models - featuring the revolutionary Dhanishta 2.0 with intermediate thinking capabilities

Welcome to the HelpingAI Cookbook! This repository contains examples, guides, and best practices for using HelpingAI's powerful AI models, including the groundbreaking Dhanishta 2.0 - the world's first AI model with intermediate thinking capabilities.

🌟 What Makes This Special?

🚀 Dhanishta 2.0: Revolutionary AI Reasoning

• World's First Intermediate Thinking Model: See AI think, reconsider, and refine its reasoning in real-time
• Transparent Reasoning: <think>...</think> blocks show the AI's thought process
• Self-Correction: AI can identify and fix its own logical inconsistencies
• Multi-Phase Reasoning: Complex problems solved through iterative thinking
• 39+ Languages: Multilingual reasoning with consistent quality

🎯 Quick Start

Installation

pip install HelpingAI

Your First API Call

from HelpingAI import HAI

# Initialize the client
hai = HAI()

# Experience Dhanishta 2.0's thinking process
response = hai.chat.completions.create(
    model="Dhanishtha-2.0-preview",
    messages=[
        {"role": "user", "content": "How many letter 'r' are in 'strawberry'?"}
    ],
    hide_think=False  # Show the thinking process!
)

print(response.choices[0].message.content)

📚 Table of Contents

🏁 Getting Started

• Quick Start Guide - Your first steps with HelpingAI
• Model Overview - Understanding all available models

🧠 Dhanishta 2.0 Guides

• Intermediate Thinking - Understanding AI reasoning

📓 Jupyter Notebooks

Basic Examples

• First API Call - Hello World with HelpingAI
• Chat Completions - Basic conversations
• Streaming Responses - Real-time responses
• Parameter Tuning - Controlling AI behavior
• Tool Calling - Function calling and tool integration

Dhanishta 2.0 Notebooks

• Thinking Process Demo - See AI think step-by-step
• Complex Reasoning - Multi-step problem solving
• Self-Correction Examples - AI fixing its mistakes
• Multilingual Thinking - Reasoning in multiple languages

📖 Reference

• API Reference - Complete API documentation
• Model Specifications - Detailed model information
• Best Practices - Production-ready guidelines

🌟 Featured Examples

🧠 Dhanishta 2.0 Thinking in Action

# Watch AI solve a logic puzzle step by step
response = hai.chat.completions.create(
    model="Dhanishtha-2.0-preview",
    messages=[{
        "role": "user", 
        "content": "If it takes 5 machines 5 minutes to make 5 widgets, how long would it take 100 machines to make 100 widgets?"
    }],
    hide_think=False
)

# Output shows thinking process:
# <think>
# Let me think about this step by step...
# If 5 machines make 5 widgets in 5 minutes...
# That means each machine makes 1 widget in 5 minutes...
# So 100 machines would each make 1 widget in 5 minutes...
# Therefore 100 machines make 100 widgets in 5 minutes!
# </think>

🎨 Use Cases

Use Case	Best Model	Key Features
Complex Problem Solving	Dhanishta 2.0	Intermediate thinking, self-correction
Educational Content	Dhanishta 2.0	Step-by-step reasoning, explanations
Creative Writing	Dhanishta 2.0	Creativity with advanced reasoning
Multilingual Tasks	Dhanishta 2.0	39+ languages with consistent reasoning

🚀 What's New

• 🆕 Dhanishta 2.0 Preview: World's first intermediate thinking AI model
• 🧠 Transparent Reasoning: See how AI thinks with <think> blocks
• 🔄 Self-Correction: AI that can fix its own mistakes
• 🌍 Multilingual Reasoning: Consistent thinking across 39+ languages

🤝 Contributing

We welcome contributions! Feel free to open issues, submit pull requests, or suggest improvements to help make this project better.

📄 License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.

🔗 Links

• HelpingAI Website
• API Documentation
• Dhanishta 2.0 on Hugging Face
• Python SDK
• Discord Community

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