{"data":{"slug":"run-llama-semtools","name":"semtools","tagline":"Semantic search and document parsing tools for the command line","github_url":"https://github.com/run-llama/semtools","owner":"run-llama","repo":"semtools","owner_avatar_url":"https://avatars.githubusercontent.com/u/130722866?v=4","primary_language":"Rust","stars":1855,"forks":142,"topics":["cli","embeddings","parser","rust","search","semantic","semantic-search","static-embedding"],"archived":false,"github_pushed_at":"2026-03-11T14:30:50+00:00","maintenance_label":"Slowing","stars_delta_30d":17,"url":"https://www.graphcanon.com/tools/run-llama-semtools","markdown_url":"https://www.graphcanon.com/tools/run-llama-semtools.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/run-llama-semtools","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=run-llama-semtools","description":"Semantic search and document parsing tools for the command line","homepage_url":null,"license":"MIT","open_issues":6,"watchers":8,"ai_summary":"Provides tools for semantic searching and parsing documents from the command line using Rust.","readme_excerpt":"## Installation\n\nPrerequisites:\n\n- For the `parse` subcommand: LlamaIndex Cloud API key\n- For the `ask` subcommand: OpenAI API key\n\nInstall:\n\nYou can install `semtools` via npm:\n\n```bash\nnpm i -g @llamaindex/semtools\n```\n\nOr via cargo:\n\n```bash\n\n---\n\n# install entire crate\ncargo install semtools\n\n---\n\n# install only select features\ncargo install semtools --no-default-features --features=parse\n```\n\nNote: Installing from npm builds the Rust binaries locally during install if a prebuilt binary is not available, which requires Rust and Cargo to be available in your environment. Install from `rustup` if needed: `https://www.rust-lang.org/tools/install`.\n\n---\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.","github_created_at":"2025-08-23T21:56:09+00:00","created_at":"2026-07-11T11:30:09.547883+00:00","updated_at":"2026-08-22T12:00:54.343531+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"cli","name":"cli"},{"slug":"embeddings","name":"embeddings"},{"slug":"parser","name":"parser"},{"slug":"rust","name":"rust"},{"slug":"search","name":"search"},{"slug":"semantic","name":"semantic"},{"slug":"semantic-search","name":"semantic-search"},{"slug":"static-embedding","name":"static-embedding"}],"trust":{"provenance":{"is_fork":false,"github_id":1043448231,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-22T12:00:53.542Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":163,"last_release_at":"2026-03-11T14:31:01Z","stars_delta_30d":17,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:30:10.884Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-08-22T12:00:54.018Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-08-22T12:00:54.018Z"},"has_cli":{"value":true,"source":"package.json:bin|scripts","observed_at":"2026-08-22T12:00:54.018Z"},"languages":{"value":["rust","javascript"],"source":"github.language+package.json","observed_at":"2026-08-22T12:00:54.018Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-22T12:00:54.018Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"Freely available under the MIT license, with possible premium features not covered by open-source."},"requirements":{"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"when_to_use":["- When you require fast, statically typed document and search functionality via the command line built in Rust.","- For teams or projects already integrated with Rust-based technologies, semtools offers a seamless addition due to its language compatibility."],"when_not_to_use":["- 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."],"source":"enrich:decision_facts","observed_at":"2026-07-12T15:28:42.975Z"},"constraint_facets":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - Freely available under the MIT license, with possible premium features not covered by open-source."},{"label":"Adopt for","value":"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."}]}}