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vecshift

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 10 Oct 2026. How this is checked

vecshift is an open-source developer tool for planning and executing embedding model migrations in pgvector and Supabase. It supports re-embedding, evaluation, and safe cutover workflows for teams maintaining RAG and semantic-search systems.

Inferred · not functionally tested

Open SourceApache-2.0CLISelf-hosted
Visit PyPI
1star
8features
2026since

Overview

6 features

Purpose: Migrating embedding models in vector databases without downtime or unsafe cutovers.

Inferred · not functionally tested

Audience: developers and data engineers managing vector databases

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

vecshift is a Databases (SQL, NoSQL, vector, graph) project. Inferred · not functionally tested: It focuses on migrating embedding models in vector databases without downtime or unsafe cutovers. Inferred · not functionally tested: vecshift is an open-source project aimed at developers and data engineers managing vector databases. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It ships for the command line, and it can be self-hosted.

It is developed by Osamamu64, and it first shipped in 2026. Development happens publicly on GitHub with 52 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are migration planning, batch re-embedding, and embedding evaluation. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Migration planning
  • Batch re-embedding
  • Embedding evaluation
  • Safe cutover
  • Zero-downtime migration
  • pgvector support

Topics: Inferred · not functionally tested

Tags
embedding-migrationpgvectorsupabasevector-databaserag-infrastructure
AI capabilities
Structured

JSON profile · Text profile · Access guide

Built with & integrations

Written with
Claude Code
Connectors
API
Runs on
CLISelf-hosted
Written with — evidence
Claude Code
CLAUDE.md

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceGitHub · ★ 1Active maintenance

Indexing history

2

What PulseGate has recorded for this listing

  1. Indexed10 Oct · 19:35 UTC
    vecshift seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed10 Oct · 18:12 UTC
    vecshift seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about vecshift

What is vecshift?
Inferred · not functionally tested: Vecshift focuses on migrating embedding models in vector databases without downtime or unsafe cutovers. It is catalogued under Databases (SQL, NoSQL, vector, graph) on PulseGate.
Who is vecshift for?
Inferred · not functionally tested: vecshift is an open-source project built for developers and data engineers managing vector databases.
Is vecshift free?
Basis unknown · not verified: Yes — vecshift is open source under the Apache-2.0 license and free to use.
What platforms does vecshift run on?
Basis unknown · not verified: vecshift runs on the command line. It can also be self-hosted.
Is vecshift still active?
The GitHub repository shows 52 commits in the last 90 days.
What are alternatives to vecshift?
Similar projects tracked by PulseGate include Database Foundry, SchemaSmith, and Anumana.Database FoundrySchemaSmithAnumana
Who develops vecshift?
vecshift is developed by Osamamu64.
How long has vecshift been around?
vecshift first shipped in 2026.

Also in Databases (SQL, NoSQL, vector, graph)

Same category — not a similarity match