10 actions in 5 pieces of software · ranked by words, meaning and measured trust · 627 ms
libraryqdrant/fastembedrecord5,108,789 downloads/month
- embedding
- vector
- search
- neural
- sentence-transformers
- qdrant
libraryAnswerDotAI/fastcorerecord36,863,007 downloads/month
- python
libraryormsgpack/ormsgpackrecord42,145,752 downloads/month
- fast
libraryAnswerDotAI/fastspecrecord17,352,430 downloads/month
- nbdev
libraryrecord31,200,307 downloads/month
- snappy
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.