--- title: "agentset vs semtools" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentset-ai-agentset-vs-run-llama-semtools" tools: ["agentset-ai-agentset", "run-llama-semtools"] --- # agentset vs semtools *GraphCanon updated Sep 20, 2026* ## Verdict Pick agentset if agentSet is a Retrieval-Augmented Generation (RAG) platform emphasizing built-in citations and support for deep research. It's designed to handle diverse file formats while ensuring effective memory management; pick semtools if semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval. [agentset](https://agentset.ai) reports 2.1k GitHub stars, 187 forks, and 16 open issues, last pushed Jul 16, 2026. [semtools](https://github.com/run-llama/semtools) has 1.9k stars, 141 forks, and 6 open issues, last pushed Mar 11, 2026. Figures are from public GitHub metadata via [agentset's repository](https://github.com/agentset-ai/agentset) and [semtools's repository](https://github.com/run-llama/semtools). | | [agentset](/tools/agentset-ai-agentset.md) | [semtools](/tools/run-llama-semtools.md) | | --- | --- | --- | | Tagline | The open-source RAG platform with built-in citations and support for deep research | Semantic search and document parsing tools for the command line | | Stars | 2,092 | 1,867 | | Forks | 187 | 141 | | Open issues | 16 | 6 | | Language | TypeScript | Rust | | Adopt for | AgentSet is a Retrieval-Augmented Generation (RAG) platform emphasizing built-in citations and support for deep research. It's designed to handle diverse file formats while ensuring effective memory management. | semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities. | | Persona | - | - | | Runtime | - | - | | License | AgentSet operates under the MIT License, allowing for broad usage and modification rights. | MIT | | Categories | AI Agents, Data & Retrieval | Data & Retrieval, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentset](/tools/agentset-ai-agentset.md) | [semtools](/tools/run-llama-semtools.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Slowing (36%) | | Days since push | 65d | 192d | | Open issues (now) | 16 | 6 | | Stars delta | +57 (30d) | +29 (30d) | | Open issues delta | +3 (30d) | 0 (30d) | | Full report | [trust report](/tools/agentset-ai-agentset/trust.md) | [trust report](/tools/run-llama-semtools/trust.md) | ## Decision facts: agentset - **Pricing:** freemium - Free to use as it is open-source. - **Requirements:** Primarily developed in TypeScript.; Best used with an understanding of Retrieval-Augmented Generation and AI agent functionalities. - **Adopt for:** AgentSet is a Retrieval-Augmented Generation (RAG) platform emphasizing built-in citations and support for deep research. It's designed to handle diverse file formats while ensuring effective memory management. - **License detail:** AgentSet operates under the MIT License, allowing for broad usage and modification rights. ## Decision facts: semtools - **Pricing:** freemium - Freely available under the MIT license, with possible premium features not covered by open-source. - **Adopt for:** semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities. ## Choose when ### Choose agentset if… - agentset is primarily TypeScript; semtools is Rust. - Pricing: Free to use as it is open-source.. - Requirements: Primarily developed in TypeScript.; Best used with an understanding of Retrieval-Augmented Generation and AI agent functionalities.. - Tags unique to agentset: agentic-rag, ai-agents, memory-management, rag. - Also covers AI Agents. - - Use AgentSet when you require deep integration with multiple file types including over 22 supported formats. ### Choose semtools if… - semtools is primarily Rust; agentset is TypeScript. - Pricing: Freely available under the MIT license, with possible premium features not covered by open-source.. - Tags unique to semtools: cli, parser, rust, search. - Also covers Vector Databases. - - When you require fast, statically typed document and search functionality via the command line built in Rust. ## When NOT to use agentset - - Avoid selecting AgentSet if your application does not benefit from or necessitate support for a wide array of file types, as its complexity might overwhelm simpler use-cases. - - If seamless integration with third-party citation services is more preferred, another tool might be better suited since AgentSet focuses on built-in citation capabilities. ## When NOT to use semtools - - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage. - - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment. ## Common questions ### What is the difference between agentset and semtools? agentset: The open-source RAG platform with built-in citations and support for deep research. semtools: Semantic search and document parsing tools for the command line. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentset over semtools? Choose agentset over semtools when agentset is primarily TypeScript; semtools is Rust; Pricing: Free to use as it is open-source.; Requirements: Primarily developed in TypeScript.; Best used with an understanding of Retrieval-Augmented Generation and AI agent functionalities.; Tags unique to agentset: agentic-rag, ai-agents, memory-management, rag; Also covers AI Agents; - Use AgentSet when you require deep integration with multiple file types including over 22 supported formats. ### When should I choose semtools over agentset? Choose semtools over agentset when semtools is primarily Rust; agentset is TypeScript; Pricing: Freely available under the MIT license, with possible premium features not covered by open-source.; Tags unique to semtools: cli, parser, rust, search; Also covers Vector Databases; - When you require fast, statically typed document and search functionality via the command line built in Rust. ### When should I avoid agentset? - Avoid selecting AgentSet if your application does not benefit from or necessitate support for a wide array of file types, as its complexity might overwhelm simpler use-cases. - If seamless integration with third-party citation services is more preferred, another tool might be better suited since AgentSet focuses on built-in citation capabilities. ### When should I avoid semtools? - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage. - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment. ### Is agentset or semtools more popular on GitHub? agentset has more GitHub stars (2,092 vs 1,867). Stars measure visibility, not whether either tool fits your constraints. ### Are agentset and semtools open source? Yes - both are open-source projects on GitHub (agentset: MIT, semtools: MIT). ### Where can I find alternatives to agentset or semtools? GraphCanon lists graph-backed alternatives at [agentset alternatives](/tools/agentset-ai-agentset/alternatives) and [semtools alternatives](/tools/run-llama-semtools/alternatives) ([agentset markdown twin](/tools/agentset-ai-agentset/alternatives.md), [semtools markdown twin](/tools/run-llama-semtools/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/agentset-ai-agentset-vs-run-llama-semtools.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentset or semtools? agentset: Steady. semtools: Slowing. 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 agentset and semtools? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentset trust report](/tools/agentset-ai-agentset/trust); [semtools trust report](/tools/run-llama-semtools/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentset-ai-agentset`](/api/graphcanon/graph?tool=agentset-ai-agentset) - 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/_