--- title: "doris vs ai-agents-for-beginners" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apache-doris-vs-microsoft-ai-agents-for-beginners" tools: ["apache-doris", "microsoft-ai-agents-for-beginners"] --- # doris vs ai-agents-for-beginners *GraphCanon updated Aug 19, 2026* ## Verdict Pick doris if apache Doris is a real-time analytics and hybrid search database focused on enhancing AI agents through detailed observability and high-performance big data querying; pick ai-agents-for-beginners if aimed at beginners, 'ai-agents-for-beginners' offers introductory lessons on building AI agents through practical modules in a multi-language environment. It's ideal for individuals new to AI Agents and interested in agē. [doris](https://doris.apache.org) reports 16k GitHub stars, 3.9k forks, and 1.3k open issues, last pushed Aug 19, 2026. [ai-agents-for-beginners](https://aka.ms/ai-agents-beginners) has 73k stars, 24k forks, and 6 open issues, last pushed Aug 18, 2026. Figures are from public GitHub metadata via [doris's repository](https://github.com/apache/doris) and [ai-agents-for-beginners's repository](https://github.com/microsoft/ai-agents-for-beginners). | | [doris](/tools/apache-doris.md) | [ai-agents-for-beginners](/tools/microsoft-ai-agents-for-beginners.md) | | --- | --- | --- | | Tagline | Real-time analytics and hybrid search database for AI agents | 12 Lessons to Get Started Building AI Agents | | Stars | 15,796 | 72,665 | | Forks | 3,913 | 24,038 | | Open issues | 1,257 | 6 | | Language | C++ | Jupyter Notebook | | Adopt for | Apache Doris is a real-time analytics and hybrid search database focused on enhancing AI agents through detailed observability and high-performance big data querying. | Aimed at beginners, 'ai-agents-for-beginners' offers introductory lessons on building AI agents through practical modules in a multi-language environment. It's ideal for individuals new to AI Agents and interested in agē | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [doris](/tools/apache-doris.md) | [ai-agents-for-beginners](/tools/microsoft-ai-agents-for-beginners.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 1.3k | 6 | | Stars delta | +164 (30d) | +2.8k (30d) | | Open issues delta | +150 (30d) | +2 (30d) | | Full report | [trust report](/tools/apache-doris/trust.md) | [trust report](/tools/microsoft-ai-agents-for-beginners/trust.md) | ## Decision facts: doris - **Adopt for:** Apache Doris is a real-time analytics and hybrid search database focused on enhancing AI agents through detailed observability and high-performance big data querying. ## Decision facts: ai-agents-for-beginners - **Requirements:** The lessons are available in multiple languages for accessibility.; While some background knowledge of programming is helpful when starting this course, it is not mandatory to have prior experience. - **Adopt for:** Aimed at beginners, 'ai-agents-for-beginners' offers introductory lessons on building AI agents through practical modules in a multi-language environment. It's ideal for individuals new to AI Agents and interested in agē ## Choose when ### Choose doris if… - doris is primarily C++; ai-agents-for-beginners is Jupyter Notebook. - License: doris is Apache-2.0, ai-agents-for-beginners is MIT. - Tags unique to doris: agent, ai, bigquery, database. - Also covers Evaluation & Observability. - When you need a system that offers both real-time analytics capabilities and robust search features specifically designed for AI systems, enabling immediate responses to dynamic data changes. ### Choose ai-agents-for-beginners if… - ai-agents-for-beginners is primarily Jupyter Notebook; doris is C++. - License: ai-agents-for-beginners is MIT, doris is Apache-2.0. - Requirements: The lessons are available in multiple languages for accessibility.; While some background knowledge of programming is helpful when starting this course, it is not mandatory to have prior experience.. - Tags unique to ai-agents-for-beginners: agentic-ai, agentic-framework, agentic-rag, ai-agents. - - You are starting your journey into developing AI agents and want structured learning material that covers both foundational and more advanced concepts within AI agents like agentic-ai. ## When NOT to use doris - If there are strict compliance requirements around third-party dependencies that might not align with the Apache 2.0 License, considering disabling certain features in Doris can be a workaround but is - When an open-source database solution without real-time analytics and hybrid search capabilities meets your needs more efficiently or cost-effectively; Doris's niche focus may result in unnecessary b - If you require immediate compliance with all third-party license requirements without the potential need for feature tweaking, as some components of Apache Doris might necessitate disabling certain of ## When NOT to use ai-agents-for-beginners - - This tool might not be suitable if you are already familiar with building AI agents and are looking for an advanced course that goes beyond basics. The content here is geared towards beginners. - - If your primary focus is on developing skills related exclusively to Generative AI (GenAI), the 'Generative AI For Beginners' course, which has a more extensive 21 lessons focused solely on GenAI, 2 ## Common questions ### What is the difference between doris and ai-agents-for-beginners? doris: Real-time analytics and hybrid search database for AI agents. ai-agents-for-beginners: 12 Lessons to Get Started Building AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose doris over ai-agents-for-beginners? Choose doris over ai-agents-for-beginners when doris is primarily C++; ai-agents-for-beginners is Jupyter Notebook; License: doris is Apache-2.0, ai-agents-for-beginners is MIT; Tags unique to doris: agent, ai, bigquery, database; Also covers Evaluation & Observability; When you need a system that offers both real-time analytics capabilities and robust search features specifically designed for AI systems, enabling immediate responses to dynamic data changes. ### When should I choose ai-agents-for-beginners over doris? Choose ai-agents-for-beginners over doris when ai-agents-for-beginners is primarily Jupyter Notebook; doris is C++; License: ai-agents-for-beginners is MIT, doris is Apache-2.0; Requirements: The lessons are available in multiple languages for accessibility.; While some background knowledge of programming is helpful when starting this course, it is not mandatory to have prior experience.; Tags unique to ai-agents-for-beginners: agentic-ai, agentic-framework, agentic-rag, ai-agents; - You are starting your journey into developing AI agents and want structured learning material that covers both foundational and more advanced concepts within AI agents like agentic-ai. ### When should I avoid doris? If there are strict compliance requirements around third-party dependencies that might not align with the Apache 2.0 License, considering disabling certain features in Doris can be a workaround but is When an open-source database solution without real-time analytics and hybrid search capabilities meets your needs more efficiently or cost-effectively; Doris's niche focus may result in unnecessary b If you require immediate compliance with all third-party license requirements without the potential need for feature tweaking, as some components of Apache Doris might necessitate disabling certain of ### When should I avoid ai-agents-for-beginners? - This tool might not be suitable if you are already familiar with building AI agents and are looking for an advanced course that goes beyond basics. The content here is geared towards beginners. - If your primary focus is on developing skills related exclusively to Generative AI (GenAI), the 'Generative AI For Beginners' course, which has a more extensive 21 lessons focused solely on GenAI, 2 ### Is doris or ai-agents-for-beginners more popular on GitHub? ai-agents-for-beginners has more GitHub stars (72,665 vs 15,796). Stars measure visibility, not whether either tool fits your constraints. ### Are doris and ai-agents-for-beginners open source? Yes - both are open-source projects on GitHub (doris: Apache-2.0, ai-agents-for-beginners: MIT). ### Where can I find alternatives to doris or ai-agents-for-beginners? GraphCanon lists graph-backed alternatives at [doris alternatives](/tools/apache-doris/alternatives) and [ai-agents-for-beginners alternatives](/tools/microsoft-ai-agents-for-beginners/alternatives) ([doris markdown twin](/tools/apache-doris/alternatives.md), [ai-agents-for-beginners markdown twin](/tools/microsoft-ai-agents-for-beginners/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/apache-doris-vs-microsoft-ai-agents-for-beginners.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, doris or ai-agents-for-beginners? doris: Very active. ai-agents-for-beginners: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for doris and ai-agents-for-beginners? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [doris trust report](/tools/apache-doris/trust); [ai-agents-for-beginners trust report](/tools/microsoft-ai-agents-for-beginners/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=apache-doris`](/api/graphcanon/graph?tool=apache-doris) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_