{"id":29797640,"url":"https://github.com/helpingai/cookbook","last_synced_at":"2025-07-28T06:32:39.508Z","repository":{"id":304171976,"uuid":"1017962497","full_name":"HelpingAI/CookBook","owner":"HelpingAI","description":"The comprehensive guide to building with HelpingAI models - featuring the revolutionary Dhanishta 2.0 with intermediate thinking capabilities","archived":false,"fork":false,"pushed_at":"2025-07-11T12:14:31.000Z","size":120,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-11T15:04:41.743Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/HelpingAI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-11T11:27:00.000Z","updated_at":"2025-07-11T12:14:34.000Z","dependencies_parsed_at":"2025-07-11T15:14:45.650Z","dependency_job_id":null,"html_url":"https://github.com/HelpingAI/CookBook","commit_stats":null,"previous_names":["helpingai/cookbook"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/HelpingAI/CookBook","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HelpingAI%2FCookBook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HelpingAI%2FCookBook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HelpingAI%2FCookBook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HelpingAI%2FCookBook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HelpingAI","download_url":"https://codeload.github.com/HelpingAI/CookBook/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HelpingAI%2FCookBook/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267474669,"owners_count":24093335,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-07-28T02:00:09.689Z","response_time":68,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-07-28T06:32:31.472Z","updated_at":"2025-07-28T06:32:39.498Z","avatar_url":"https://github.com/HelpingAI.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# HelpingAI Cookbook 🧠✨\n\n[![HelpingAI](https://img.shields.io/badge/HelpingAI-Cookbook-blue)](https://helpingai.co)\n[![Dhanishta 2.0](https://img.shields.io/badge/Dhanishta%202.0-World's%20First%20Intermediate%20Thinking%20AI-green)](https://huggingface.co/HelpingAI/Dhanishta-2.0-preview)\n[![Python](https://img.shields.io/badge/Python-3.7%2B-blue)](https://python.org)\n[![License](https://img.shields.io/badge/License-MIT-green)](LICENSE)\n\n\u003e **The comprehensive guide to building with HelpingAI models - featuring the revolutionary Dhanishta 2.0 with intermediate thinking capabilities**\n\nWelcome 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.\n\n## 🌟 What Makes This Special?\n\n### 🚀 Dhanishta 2.0: Revolutionary AI Reasoning\n- **World's First Intermediate Thinking Model**: See AI think, reconsider, and refine its reasoning in real-time\n- **Transparent Reasoning**: `\u003cthink\u003e...\u003c/think\u003e` blocks show the AI's thought process\n- **Self-Correction**: AI can identify and fix its own logical inconsistencies\n- **Multi-Phase Reasoning**: Complex problems solved through iterative thinking\n- **39+ Languages**: Multilingual reasoning with consistent quality\n\n\n## 🎯 Quick Start\n\n### Installation\n\n```bash\npip install HelpingAI\n```\n\n### Your First API Call\n\n```python\nfrom HelpingAI import HAI\n\n# Initialize the client\nhai = HAI()\n\n# Experience Dhanishta 2.0's thinking process\nresponse = hai.chat.completions.create(\n    model=\"Dhanishtha-2.0-preview\",\n    messages=[\n        {\"role\": \"user\", \"content\": \"How many letter 'r' are in 'strawberry'?\"}\n    ],\n    hide_think=False  # Show the thinking process!\n)\n\nprint(response.choices[0].message.content)\n```\n\n## 📚 Table of Contents\n\n### 🏁 Getting Started\n- [**Quick Start Guide**](guides/getting-started.md) - Your first steps with HelpingAI\n- [**Model Overview**](guides/models.md) - Understanding all available models\n\n### 🧠 Dhanishta 2.0 Guides\n- [**Intermediate Thinking**](guides/dhanishta-2.0/intermediate-thinking.md) - Understanding AI reasoning\n\n### 📓 Jupyter Notebooks\n\n#### Basic Examples\n- [**First API Call**](notebooks/basic/01-first-api-call.ipynb) - Hello World with HelpingAI\n- [**Chat Completions**](notebooks/basic/02-chat-completions.ipynb) - Basic conversations\n- [**Streaming Responses**](notebooks/basic/03-streaming.ipynb) - Real-time responses\n- [**Parameter Tuning**](notebooks/basic/04-parameters.ipynb) - Controlling AI behavior\n- [**Tool Calling**](notebooks/basic/05-toolcalling.ipynb) - Function calling and tool integration\n\n#### Dhanishta 2.0 Notebooks\n- [**Thinking Process Demo**](notebooks/dhanishta-2.0/01-thinking-demo.ipynb) - See AI think step-by-step\n- [**Complex Reasoning**](notebooks/dhanishta-2.0/02-complex-reasoning.ipynb) - Multi-step problem solving\n- [**Self-Correction Examples**](notebooks/dhanishta-2.0/03-self-correction.ipynb) - AI fixing its mistakes\n- [**Multilingual Thinking**](notebooks/dhanishta-2.0/04-multilingual.ipynb) - Reasoning in multiple languages\n\n### 📖 Reference\n- [**API Reference**](reference/api.md) - Complete API documentation\n- [**Model Specifications**](guides/models.md) - Detailed model information\n- [**Best Practices**](reference/best-practices.md) - Production-ready guidelines\n\n## 🌟 Featured Examples\n\n### 🧠 Dhanishta 2.0 Thinking in Action\n\n```python\n# Watch AI solve a logic puzzle step by step\nresponse = hai.chat.completions.create(\n    model=\"Dhanishtha-2.0-preview\",\n    messages=[{\n        \"role\": \"user\", \n        \"content\": \"If it takes 5 machines 5 minutes to make 5 widgets, how long would it take 100 machines to make 100 widgets?\"\n    }],\n    hide_think=False\n)\n\n# Output shows thinking process:\n# \u003cthink\u003e\n# Let me think about this step by step...\n# If 5 machines make 5 widgets in 5 minutes...\n# That means each machine makes 1 widget in 5 minutes...\n# So 100 machines would each make 1 widget in 5 minutes...\n# Therefore 100 machines make 100 widgets in 5 minutes!\n# \u003c/think\u003e\n```\n\n\n## 🎨 Use Cases\n\n| Use Case | Best Model | Key Features |\n|----------|------------|--------------|\n| **Complex Problem Solving** | Dhanishta 2.0 | Intermediate thinking, self-correction |\n| **Educational Content** | Dhanishta 2.0 | Step-by-step reasoning, explanations |\n| **Creative Writing** | Dhanishta 2.0 | Creativity with advanced reasoning |\n| **Multilingual Tasks** | Dhanishta 2.0 | 39+ languages with consistent reasoning |\n\n## 🚀 What's New\n\n- **🆕 Dhanishta 2.0 Preview**: World's first intermediate thinking AI model\n- **🧠 Transparent Reasoning**: See how AI thinks with `\u003cthink\u003e` blocks\n- **🔄 Self-Correction**: AI that can fix its own mistakes\n- **🌍 Multilingual Reasoning**: Consistent thinking across 39+ languages\n\n## 🤝 Contributing\n\nWe welcome contributions! Feel free to open issues, submit pull requests, or suggest improvements to help make this project better.\n\n## 📄 License\n\nThis project is licensed under the Apache 2.0 License - see the [LICENSE](LICENSE) file for details.\n\n## 🔗 Links\n\n- [HelpingAI Website](https://helpingai.co)\n- [API Documentation](https://docs.helpingai.co)\n- [Dhanishta 2.0 on Hugging Face](https://huggingface.co/HelpingAI/Dhanishta-2.0-preview)\n- [Python SDK](https://pypi.org/project/HelpingAI/)\n- [Discord Community](https://discord.gg/helpingai)\n\n---\n\n**Built with ❤️ by the HelpingAI Team**\n\n*Empowering developers to build the future of AI applications*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhelpingai%2Fcookbook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhelpingai%2Fcookbook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhelpingai%2Fcookbook/lists"}