{"data":{"slug":"anush008-fastembed-rs","name":"fastembed-rs","tagline":"Rust library for generating vector embeddings and reranking locally.","github_url":"https://github.com/Anush008/fastembed-rs","owner":"Anush008","repo":"fastembed-rs","owner_avatar_url":"https://avatars.githubusercontent.com/u/46051506?v=4","primary_language":"Rust","stars":992,"forks":136,"topics":["embeddings","fastembed","rag","reranker","reranking","retrieval","retrieval-augmented-generation","vector-search"],"archived":false,"github_pushed_at":"2026-08-16T17:50:30+00:00","maintenance_label":"Very active","stars_delta_30d":20,"url":"https://www.graphcanon.com/tools/anush008-fastembed-rs","markdown_url":"https://www.graphcanon.com/tools/anush008-fastembed-rs.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/anush008-fastembed-rs","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=anush008-fastembed-rs","description":"Rust library for generating vector embeddings, reranking locally!","homepage_url":"https://docs.rs/fastembed","license":"Apache-2.0","open_issues":1,"watchers":5,"ai_summary":"Developed in Rust, this tool focuses on creating vector embeddings and includes capabilities for local reranking to improve retrieval-augmented generation processes.","readme_excerpt":"## Installation\n\nRun the following in your project directory:\n\n```bash\ncargo add fastembed\n```\n\nOr add the following line to your Cargo.toml:\n\n```toml\n[dependencies]\nfastembed = \"5\"\n```\n\n---\n\n## LICENSE\n\n[Apache 2.0](https://github.com/Anush008/fastembed-rs/blob/main/LICENSE)","github_created_at":"2023-10-01T16:13:02+00:00","created_at":"2026-07-11T11:31:42.919067+00:00","updated_at":"2026-08-22T18:01:55.509888+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":"embeddings","name":"embeddings"},{"slug":"fastembed","name":"fastembed"},{"slug":"rag","name":"rag"},{"slug":"reranker","name":"reranker"},{"slug":"reranking","name":"reranking"},{"slug":"retrieval","name":"retrieval"},{"slug":"vector-search","name":"vector-search"}],"trust":{"provenance":{"is_fork":false,"github_id":698998233,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-22T18:01:54.770Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":10,"days_since_push":6,"last_release_at":"2026-08-16T17:50:31Z","stars_delta_30d":20,"open_issues_delta_30d":-2},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:31:44.183Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-22T18:01:55.211Z"},"languages":{"value":["rust"],"source":"github.language","observed_at":"2026-08-22T18:01:55.211Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-22T18:01:55.211Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you seek high-performance embedding generation within an application written in Rust.","If your implementation requires fine-tuned performance gains through local reranking capabilities specific to retrieval-augmented generation contexts."],"when_not_to_use":["Avoid if your project demands integration with languages other than Rust, as the tool does not offer bindings for other programming languages.","Not recommended when the primary focus is on distributed or cloud-based embedding services, as fastembed-rs focuses specifically on local processing."],"source":"enrich:decision_facts","observed_at":"2026-07-14T21:08:14.086Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"fastembed-rs is a Rust-based library that specializes in generating vector embeddings and performing local reranking to improve retrieval-augmented generation processes."}]}}