--- title: "entaoai vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/akshata29-entaoai-vs-imbad0202-academic-research-skills" tools: ["akshata29-entaoai", "imbad0202-academic-research-skills"] --- # entaoai vs academic-research-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick entaoai when entaoai is primarily TypeScript; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; entaoai is TypeScript. [entaoai](https://github.com/akshata29/entaoai) reports 866 GitHub stars, 245 forks, and 12 open issues, last pushed Jan 2, 2025. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 37k stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [entaoai's repository](https://github.com/akshata29/entaoai) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [entaoai](/tools/akshata29-entaoai.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 866 | 37,300 | | Forks | 245 | 3,043 | | Open issues | 12 | 9 | | Language | TypeScript | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | Vector Databases, LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [entaoai](/tools/akshata29-entaoai.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 554d | 0d | | Open issues (now) | 12 | 9 | | Full report | [trust report](/tools/akshata29-entaoai/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose entaoai if… - entaoai is primarily TypeScript; academic-research-skills is Python. - License: entaoai is MIT, academic-research-skills is Other. - Tags unique to entaoai: gpt-3, azureopenai, cognitive-search, azure-webapp. - Also covers Vector Databases. ### Choose academic-research-skills if… - academic-research-skills is primarily Python; entaoai is TypeScript. - License: academic-research-skills is Other, entaoai is MIT. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use entaoai - Last GitHub push was 555 days ago (dormant maintenance, Jan 2, 2025). Validate activity before betting a new project on entaoai. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use academic-research-skills - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between entaoai and academic-research-skills? entaoai: Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories. ### When should I choose entaoai over academic-research-skills? Choose entaoai over academic-research-skills when entaoai is primarily TypeScript; academic-research-skills is Python; License: entaoai is MIT, academic-research-skills is Other; Tags unique to entaoai: gpt-3, azureopenai, cognitive-search, azure-webapp; Also covers Vector Databases. ### When should I choose academic-research-skills over entaoai? Choose academic-research-skills over entaoai when academic-research-skills is primarily Python; entaoai is TypeScript; License: academic-research-skills is Other, entaoai is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid entaoai? Last GitHub push was 555 days ago (dormant maintenance, Jan 2, 2025). Validate activity before betting a new project on entaoai. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid academic-research-skills? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is entaoai or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 866). Stars measure visibility, not whether either tool fits your constraints. ### Are entaoai and academic-research-skills open source? Yes - both are open-source projects on GitHub (entaoai: MIT, academic-research-skills: Other). ### Where can I find alternatives to entaoai or academic-research-skills? GraphCanon lists graph-backed alternatives at [entaoai alternatives](/tools/akshata29-entaoai/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([entaoai markdown twin](/tools/akshata29-entaoai/alternatives.md), [academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/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/akshata29-entaoai-vs-imbad0202-academic-research-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, entaoai or academic-research-skills? entaoai: Dormant. academic-research-skills: 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 entaoai and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [entaoai trust report](/tools/akshata29-entaoai/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=akshata29-entaoai`](/api/graphcanon/graph?tool=akshata29-entaoai) - 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/_