{"data":{"slug":"xlang-ai-instructor-embedding","name":"instructor-embedding","tagline":"[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings","github_url":"https://github.com/xlang-ai/instructor-embedding","owner":"xlang-ai","repo":"instructor-embedding","owner_avatar_url":"https://avatars.githubusercontent.com/u/128829376?v=4","primary_language":"Python","stars":2024,"forks":156,"topics":["embeddings","information-retrieval","language-model","prompt-retrieval","text-classification","text-clustering","text-embedding","text-evaluation","text-reranking","text-semantic-similarity"],"archived":false,"github_pushed_at":"2025-01-15T22:09:40+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/xlang-ai-instructor-embedding","markdown_url":"https://www.graphcanon.com/tools/xlang-ai-instructor-embedding.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/xlang-ai-instructor-embedding","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=xlang-ai-instructor-embedding","description":"[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings","homepage_url":null,"license":"Apache-2.0","open_issues":37,"watchers":16,"ai_summary":null,"readme_excerpt":null,"github_created_at":"2022-12-17T22:00:17+00:00","created_at":"2026-07-11T11:29:46.038024+00:00","updated_at":"2026-07-11T11:29:48.485504+00:00","categories":[{"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"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"text-classification","name":"text-classification"},{"slug":"embeddings","name":"embeddings"},{"slug":"text-embedding","name":"text-embedding"},{"slug":"prompt-retrieval","name":"prompt-retrieval"},{"slug":"information-retrieval","name":"information-retrieval"},{"slug":"text-clustering","name":"text-clustering"},{"slug":"text-evaluation","name":"text-evaluation"},{"slug":"language-model","name":"language-model"}],"trust":{"provenance":{"is_fork":false,"github_id":579494713,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:29:46.825Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":null,"days_since_push":541,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:29:47.443Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T11:29:47.142Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T11:29:47.142Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T11:29:47.142Z"}}}}