{"package":"ragfallback","ecosystem":"pypi","latest_version":"2.2.0","description":"Prevents silent RAG failures — chunk quality, retrieval fallback, adaptive querying, and answer evaluation in one library.","license":"MIT","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://github.com/irfanalidv/ragfallback","repository":"https://github.com/irfanalidv/ragfallback","downloads_weekly":9,"health":{"score":58,"risk":"high","breakdown":{"maintenance":25,"popularity":0,"security":25,"maturity":6,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"2.2.0","total_count":6,"recent":["0.1.0","2.0.0","2.0.1","2.0.2","2.1.0","2.2.0"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2026-04-04T12:22:23.267333Z","dependencies_count":55,"dependencies":["langchain>=0.1.0","langchain-community>=0.0.20","pydantic>=2.0","numpy>=1.24.0","langchain-community>=0.0.20; extra == \"ollama\"","huggingface-hub>=0.16.0; extra == \"huggingface\"","sentence-transformers>=2.2.0; extra == \"huggingface\"","transformers>=4.30.0; extra == \"huggingface\"","langchain-huggingface>=0.0.3; extra == \"huggingface\"","transformers>=4.30.0; extra == \"transformers\"","torch>=2.0.0; extra == \"transformers\"","sentence-transformers>=2.2.0; extra == \"sentence-transformers\"","faiss-cpu>=1.7.4; extra == \"faiss\"","chromadb>=0.4.0; extra == \"chroma\"","qdrant-client>=1.7.0; extra == \"qdrant\"","langchain-openai>=0.0.5; extra == \"openai\"","openai>=1.0.0; extra == \"openai\"","langchain-anthropic>=0.1.0; extra == \"anthropic\"","anthropic>=0.18.0; extra == \"anthropic\"","pinecone-client>=2.2.0; extra == \"pinecone\"","weaviate-client>=3.25.0; extra == \"weaviate\"","cohere>=4.0.0; extra == \"cohere\"","langchain-mistralai>=0.2.0; extra == \"mistral\"","python-dotenv>=1.0.0; extra == \"mistral\"","rank_bm25>=0.2.2; extra == \"hybrid\"","faiss-cpu>=1.7.4; extra == \"hybrid\"","datasets>=2.0.0; extra == \"real-data\"","huggingface-hub>=0.16.0; extra == \"open-source\"","sentence-transformers>=2.2.0; extra == \"open-source\"","faiss-cpu>=1.7.4; extra == \"open-source\"","chromadb>=0.4.0; extra == \"open-source\"","qdrant-client>=1.7.0; extra == \"open-source\"","rank_bm25>=0.2.2; extra == \"open-source\"","weaviate-client>=3.25.0; extra == \"open-source\"","langchain-openai>=0.0.5; extra == \"paid\"","openai>=1.0.0; extra == \"paid\"","langchain-anthropic>=0.1.0; extra == \"paid\"","anthropic>=0.18.0; extra == \"paid\"","pinecone-client>=2.2.0; extra == \"paid\"","langchain-mistralai>=0.2.0; extra == \"paid\"","python-dotenv>=1.0.0; extra == \"paid\"","sentence-transformers>=2.2.0; extra == \"all\"","transformers>=4.30.0; extra == \"all\"","huggingface-hub>=0.16.0; extra == \"all\"","faiss-cpu>=1.7.4; extra == \"all\"","chromadb>=0.4.0; extra == \"all\"","qdrant-client>=1.7.0; extra == \"all\"","weaviate-client>=3.25.0; extra == \"all\"","rank_bm25>=0.2.2; extra == \"all\"","cohere>=4.0.0; extra == \"all\"","ragas>=0.2.0; extra == \"mlops\"","mlflow>=2.10.0; extra == \"mlops\"","locust>=2.20.0; extra == \"mlops\"","aiohttp>=3.9.0; extra == \"mlops\"","numpy>=1.24.0; extra == \"mlops\""]},"github_stats":null,"bundle":null,"typescript":null,"known_issues":{"bugs_count":0,"bugs_severity":{},"status_breakdown":{},"link":null,"scope":"none"},"historical_compromise":null,"recommendation":{"action":"safe_to_use","issues":[],"use_version":"2.2.0","version_hint":null,"summary":"ragfallback@2.2.0 is safe to use (health: 58/100)"},"version_scoped":null,"requested_version":null,"_cache":"miss","_response_ms":843,"_powered_by":"depscope.dev — free package intelligence for AI agents","typosquat":{"is_suspected":false},"maintainer_trust":{"available":false},"malicious":{"is_malicious":false},"scorecard":{"available":false},"quality":{"available":false},"version_history_summary":{"total_versions":6,"first_release_age_days":null,"last_release_days_ago":25,"avg_days_between_releases":null,"release_velocity":"active"}}