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-0.1.54.tar.gz (1.8 MB view details)

Uploaded Source

Built Distribution

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

verbiflow-0.1.54-py3-none-any.whl (1.8 MB view details)

Uploaded Python 3

File details

Details for the file verbiflow-0.1.54.tar.gz.

File metadata

  • Download URL: verbiflow-0.1.54.tar.gz
  • Upload date:
  • Size: 1.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.12.0 {"installer":{"name":"uv","version":"0.12.0","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-0.1.54.tar.gz
Algorithm Hash digest
SHA256 6776c6253619c602450dcc462f1eea98ab453dcc8c3a553477c17fbdcf05b2c9
MD5 68cf099200dbf7613cc428e6bf4a6831
BLAKE2b-256 e8be916f809ca1699e85c7a8c876174f9f85f234068382857eca3055712f7e36

See more details on using hashes here.

File details

Details for the file verbiflow-0.1.54-py3-none-any.whl.

File metadata

  • Download URL: verbiflow-0.1.54-py3-none-any.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.12.0 {"installer":{"name":"uv","version":"0.12.0","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-0.1.54-py3-none-any.whl
Algorithm Hash digest
SHA256 c8b86520702eca474d29a13a9e75a8c6a5d31bdd8e9a6b70bf49470798a3e558
MD5 2fcaec908fd3cf14703d0cf15c7ff590
BLAKE2b-256 d3be092fa5f5c1c2db1d28165b691d8ee4be120b2da243b62bf9cb3fd9e6c089

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

This release

0.1.54 This release

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

0.1.25

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