Verbiflow Python SDK

Agent-native Python client for Verbiflow Growth workflows.

import verbiflow as vf

job = vf.rows.qualify(
    [{"email": "a@example.com", "title": "VP Engineering"}],
    rubric="Pass senior engineering and product leaders.",
)
print(job.job_id, job.artifact_id)

The SDK runs local row transforms in Python and sends provider/platform side effects through the Verbiflow Bridge API.

First-class direct Bridge namespaces include vf.session, vf.billing, vf.senders, vf.sequences, and vf.linkedin for the server-backed operator paths.

The public SDK is typed-only. Use namespaces such as vf.sources.people, vf.enrichment, vf.sequences, vf.linkedin, vf.files, and vf.host; there is no public vf.tools or MCP-shaped growth_* alias layer.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.2.28)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for kashyab from gravatar.com kashyab

Credits

Author: Verbiflow

License

MIT

Requires

Python >=3.11

Provides Extra

agents dev

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

verbiflow-0.1.25.tar.gz (1.7 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

verbiflow-0.1.25-py3-none-any.whl (1.6 MB view details)

Uploaded Python 3

File details

Details for the file verbiflow-0.1.25.tar.gz.

File metadata

  • Download URL: verbiflow-0.1.25.tar.gz
  • Upload date:
  • Size: 1.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for verbiflow-0.1.25.tar.gz
Algorithm Hash digest
SHA256 2bc89dab03058595e1f4c5ae5c520c285bf535a1c4d9da07a71ba0693f86000d
MD5 cded4a4337e750bf71e021123be1dd01
BLAKE2b-256 22ae90fe16c27cb8d93b108f3d17118476ae5f77bfd9f85a4e35a687251696f4

See more details on using hashes here.

File details

Details for the file verbiflow-0.1.25-py3-none-any.whl.

File metadata

  • Download URL: verbiflow-0.1.25-py3-none-any.whl
  • Upload date:
  • Size: 1.6 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

File hashes

Hashes for verbiflow-0.1.25-py3-none-any.whl
Algorithm Hash digest
SHA256 408ec68486b5920fe9e15b4dac3e7c44209103a09e5ce0ecf8e5c87384e02b40
MD5 557bdb5871629fc0fbe97826cb97fc70
BLAKE2b-256 1a140419bb855d4df84e140aac7552397dd310968a801eb6a434a0f655e4bd47

See more details on using hashes here.

Release history Release notifications | RSS feed

0.2.28

2 files

0.2.27

2 files

0.2.26

2 files

0.2.25

2 files

0.2.24

2 files

0.2.23

2 files

0.2.22

2 files

0.2.21

2 files

0.2.20

2 files

0.2.19

2 files

0.2.18

2 files

0.2.17

2 files

0.2.15

2 files

0.2.14

2 files

0.2.13

2 files

0.2.12

2 files

0.2.11

2 files

0.2.8

2 files

0.2.7

2 files

0.2.6

2 files

0.2.5

2 files

0.2.4

2 files

0.2.3

2 files

0.2.2

2 files

0.2.1

2 files

0.1.88

2 files

0.1.87

2 files

0.1.86

2 files

0.1.85

2 files

0.1.84

2 files

0.1.83

2 files

0.1.82

2 files

0.1.81

2 files

0.1.80

2 files

0.1.79

2 files

0.1.78

2 files

0.1.77

2 files

0.1.76

2 files

0.1.75

2 files

0.1.73

2 files

0.1.72

2 files

0.1.71

2 files

0.1.70

2 files

0.1.69

2 files

0.1.68

2 files

0.1.67

2 files

0.1.66

2 files

0.1.65

2 files

0.1.64

2 files

0.1.63

2 files

0.1.62

2 files

0.1.61

2 files

0.1.60

2 files

0.1.59

2 files

0.1.58

2 files

0.1.57

2 files

0.1.56

2 files

0.1.55

2 files

0.1.54

2 files

0.1.53

2 files

0.1.52

2 files

0.1.51

2 files

0.1.50

2 files

0.1.49

2 files

0.1.48

2 files

0.1.47

2 files

0.1.46

2 files

0.1.45

2 files

0.1.44

2 files

0.1.43

2 files

0.1.42

2 files

0.1.41

2 files

0.1.40

2 files

0.1.39

2 files

0.1.38

2 files

0.1.37

2 files

0.1.36

2 files

0.1.35

2 files

0.1.34

2 files

0.1.33

2 files

0.1.32

2 files

0.1.31

2 files

0.1.30

2 files

0.1.29

2 files

0.1.28

2 files

0.1.27

2 files

0.1.26

2 files

This release

0.1.25 This release

2 files

0.1.24

2 files

0.1.23

2 files

0.1.22

2 files

0.1.21

2 files

0.1.20

2 files

0.1.19

2 files

0.1.18

2 files

0.1.17

2 files

0.1.16

2 files

0.1.15

2 files

0.1.14

2 files

0.1.13

2 files

0.1.12

2 files

0.1.11

2 files

0.1.10

2 files

0.1.9

2 files

0.1.8

2 files

0.1.7

2 files

0.1.6

2 files

0.1.5

2 files

0.1.4

2 files

0.1.3

2 files

0.1.2

2 files

0.1.1

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page