Skip to main content

LibreFang Python SDK

Official Python client and SDK for the LibreFang Agent OS.

Installation

pip install librefang

Two Packages

This package provides two different interfaces:

1. REST API Client (librefang.client)

Control LibreFang remotely via its REST API.

from librefang import Client

client = Client("http://localhost:4545")

# Create an agent
agent = client.agents.create(template="assistant")
print(f"Agent created: {agent['id']}")

# Send a message
reply = client.agents.message(agent["id"], "Hello!")
print(reply)

# Stream a response
for event in client.agents.stream(agent["id"], "Tell me a story"):
    if event.get("type") == "text_delta":
        print(event["delta"], end="", flush=True)

2. Agent SDK (librefang.sdk)

Write Python agents that run inside LibreFang.

from librefang import Agent

agent = Agent()

@agent.on_message
def handle(message: str, context: dict) -> str:
    return f"You said: {message}"

agent.run()

Or use the simple input/output functions:

from librefang import read_input, respond

data = read_input()
result = f"Echo: {data['message']}"
respond(result)

Examples

See the examples/ directory for more examples:

Client Examples

  • client_basic.py - Basic REST API usage
  • client_streaming.py - Streaming responses

SDK Examples

  • echo_agent.py - Simple echo agent

Requirements

  • Python 3.8+

License

MIT

Metadata

Release files for librefang-sdk 2026.7.11

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for librefang-sdk 2026.7.11
File Size Uploaded
librefang_sdk-2026.7.11.tar.gz 478.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for librefang-sdk 2026.7.11
File Interpreter ABI Platform
librefang_sdk-2026.7.11-py3-none-any.whl Python 3 none any Details

Total release size: 804.6 kB

Release files / librefang_sdk-2026.7.11.tar.gz

Download URL librefang_sdk-2026.7.11.tar.gz
Size 478.6 kB
Tags Source
SHA-256 checksum
How to use checksums
426a806dd57f0edf89028d9a5bca3b6c41fd47cce5a67234056e3bc692489c4c
BLAKE2b-256 checksum
How to use checksums
efe93189714962032ce75f0947b3c6dd59633d33f2d551893f899548dbed26c9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.13

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 10, 2026.

Transparency log

Release files / librefang_sdk-2026.7.11-py3-none-any.whl

Download URL librefang_sdk-2026.7.11-py3-none-any.whl
Size 325.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
46a561f501cd7050ef360c02bf41acd56216fc67face08127a617c7419bdc414
BLAKE2b-256 checksum
How to use checksums
6c39340d46c53db3cdbe59ec7cd21306f78f53e092132bdb9e01024ca54e54a6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.13

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 10, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

2026.7.11 This release

2 release files

0.7.0

2 release files

0.6.8

2 release files

0.6.6

2 release files

0.6.5

2 release files

0.6.4

2 release files

0.6.3

2 release files

0.6.2

2 release files

0.6.1

2 release files

0.6.0

2 release files

0.5.7

2 release files

0.5.6

2 release files

0.5.5

2 release files

0.5.4

2 release 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