Qdrant + Sentence Transformers similarity search — Blueprint | Agentifact

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Qdrant + Sentence Transformers similarity search

qdrantbeginner15 min

Qdrant + Sentence Transformers similarity search

Fast semantic similarity search over text documents in AI agents for RAG, recommendation, and retrieval tasks

Prerequisites

→Python 3.x
→virtual environment recommended. Install: pip install -U sentence-transformers qdrant-client

Tools used

Further reading

https://qdrant.tech/documentation/tutorials-basics/search-beginners-local/

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

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Difficulty

beginner

Time Estimate

15 min

Tools

qdrant

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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