SKILL

qdrant-vector-search

John-Wang-0809Listed

Primary machine endpoint

https://github.com/John-Wang-0809/claw-research-skills/tree/HEAD/Final_Research_Skills_Link_Downloads_By_Theme_LATEST/03_experiment_benchmark_reproducibility_validation/Orchestra-Research__AI-Research-SKILLs/15-rag/qdrant

Use with an agent

SUMMARY

What it does

Skill for using Qdrant, a high-performance vector similarity search engine for RAG and semantic search, with hybrid search and filtering.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

software-developmentweight 100 · confidence 88knowledge-managementweight 80 · confidence 88research-retrievalweight 80 · confidence 88

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_E1B3E96D8DEFCanonical source

https://github.com/John-Wang-0809/claw-research-skills/blob/82fa50d851e4d1030c2c76f06c03421b6048a999/Final_Research_Skills_Link_Downloads_By_Theme_LATEST/03_experiment_benchmark_reproducibility_validation/Orchestra-Research__AI-Research-SKILLs/15-rag/qdrant/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 82fa50d851e4

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.