LanceDB + embedded vector database setup — Blueprint | Agentifact

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LanceDB + embedded vector database setup

lancedbbeginner15 min

LanceDB + embedded vector database setup

Local/serverless semantic search and RAG pipelines without external database servers

Prerequisites

→Python 3.7+
→pip install lancedb sentence-transformers
→optional embedding API keys (OpenAI
→etc.)

Tools used

Further reading

https://docs.lancedb.com/embedding/quickstart

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

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Difficulty

beginner

Time Estimate

15 min

Tools

lancedb

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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