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Python agents
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Python agents — page 501 of 567
Rotating JWT token service for Swarmauri
OpenSSH certificate token service for Swarmauri
SSH signature token service for Swarmauri
mTLS-bound JWT token service for Swarmauri
Swarmauri Community Captcha Generator Tool
Execute commands in Docker or Kubernetes containers.
Create GitHub pull requests from containers.
Create a new Docker or Kubernetes session.
Swarmauri Community Dale-Chall Readability Tool
Swarmauri Community Download PDF Tool
Swarmauri Community Entity Recognition Tool
This repository includes an example of a First Class Swarmauri Example.
Load YAML-defined components directly from GitHub repositories.
Load components from a YAML manifest over HTTP.
A tool designed to clear all outputs from a Jupyter Notebook using nbconvert’s ClearOutputPreprocessor, preparing the notebook for sharing or version control.
A tool designed to display rich media and object representations in a Jupyter Notebook using IPython's display functionality.
A tool designed to render HTML content within a Jupyter Notebook using IPython's HTML display method.
A tool that programmatically executes and converts a Jupyter Notebook using nbconvert's CLI functionality, enabling automated notebook execution and format conversion.
A tool designed to execute a single code cell in a running Jupyter kernel using jupyter_client, capturing its output and errors.
A tool designed to execute all cells in a Jupyter Notebook using nbconvert’s ExecutePreprocessor, capturing outputs for testing and reporting.
A tool designed to execute parameterized notebooks using papermill, allowing dynamic input and output capture for automated workflows.
A tool that exports a Jupyter Notebook to HTML format using nbconvert’s HTMLExporter, enabling web-based presentation of notebooks.
A tool that exports a Jupyter Notebook to LaTeX format using nbconvert’s LatexExporter, enabling further conversion to PDF.
A Swarmauri tool designed to export Jupyter Notebooks to Markdown.
A tool that exports a Jupyter Notebook to a Python script using nbconvert’s PythonExporter, facilitating code extraction.
A tool that converts a plain dictionary into a NotebookNode object using nbformat, facilitating programmatic notebook creation.
A tool designed to retrieve messages from the IOPub channel of a Jupyter kernel using jupyter_client, capturing cell outputs and logs.
A tool designed to retrieve shell messages from a running Jupyter kernel using jupyter_client, useful for debugging execution responses.
A tool that reads a Jupyter Notebook file using nbformat, converting the JSON file into a NotebookNode object.
A tool designed to execute a single code cell in an IPython interactive shell, mimicking notebook cell execution.
A tool designed to shut down a running Jupyter kernel programmatically using jupyter_client, releasing all associated resources.
A tool designed to start a new Jupyter kernel programmatically using jupyter_client, enabling execution of notebook cells.
A tool that validates a NotebookNode object against the Jupyter Notebook schema using nbformat, ensuring structural correctness.
A tool that writes a NotebookNode object to a file in JSON format, preserving the notebook structure.
Lexical Density Tool for Swarmauri.
Matplotlib tool for Swarmauri.
Swarmauri Psutil Tool.
Swarmauri QR Code Generator Tool.
A tool for searching a specific word or phrase in a file.
This repository includes an example of a First Class Swarmauri Example.
Sentiment Analysis Tool
Swarmauri Smog Index Tool.
Text Length Tool for Swarmauri
Web Scraping Tool for Swarmauri
Zapier Hook Tool
Toolkit bundling container management tools.
Github Toolkit
A unified toolkit for aggregating standalone jupyter notebook tools.
Runtime toolkit for explicit-parameter registration, inspection, replacement, listing, and removal of Swarmauri tools during agent execution.
ASGI transport runner for Swarmauri components using Uvicorn.
HTTP/2 transport adapter built on the Swarmauri H2 mux.
Core HTTP/2 multiplexer transport for Swarmauri agents.
Client transport for Swarmauri agents targeting mesh sidecar proxies.
Mutual TLS transport utilities for Swarmauri unicast channels.
QUIC multiplex transport skeleton for Swarmauri.
Server-Sent Events broadcaster transport for Swarmauri agents.
SSH tunnel transport for forwarding Swarmauri traffic through bastions.
STDIO bridge transport for spawning Swarmauri-compatible subprocesses.
TLS / mTLS unicast transport for Swarmauri.
UDP transport family for Swarmauri.
Unix domain socket unicast transport for Swarmauri.
WebSocket JSON-RPC multiplexer transport for Swarmauri agents.
This repository includes typing used in the Swarmauri framework.
Swarmauri Annoy Vector Store
Swarmauri Weaviate Vector Store
A Doc2Vec based Vector Store and Doc2Vec Based Embedding Model.
A DuckDB based Vector Store
Swarmauri filesystem-aware BM25F vector store
Swarmauri Git Vector Store
Swarmauri MLM Vector Store
Swarmauri Neo4j Vector Store
A Persistent ChromaDB based Vector Store
Swarmauri Pinecone Vector Store
Swarmauri Persistent Qdrant Vector Store
Swarmauri Redis Vector Store
A Tfidf based Vector Store and Tfidf Based Embedding Model.
Swarmauri's StateDrivenWorkflow
GIF handler for embedding and extracting XMP packets in Swarmauri runtimes.
JPEG handler for embedding and extracting XMP packets in Swarmauri runtimes.
ISO-BMFF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PDF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PNG handler for embedding and extracting XMP packets in Swarmauri runtimes.
SVG handler for embedding and extracting XMP packets in Swarmauri runtimes.
TIFF/DNG handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
WebP handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
SwarmBar: Bar plots with individual points and significance markers.
A CLI for interacting with the swarmbase.ai API
CLI for the Swarm & Bee dataset bakery — order curated AI training corpora from the terminal.
Python orchestration for coding agents in local, container, and cloud sandboxes.
Reactive pub/sub messaging for AI agents via MQTT
Open-source AI coding assistant powered by Cerebras - fast inference for Llama 3.3 70B and Qwen3 Coder 480B
Coordinate AI agents in a workflow
Reserved namespace for swarmeq — affective-state observability for AI agents and multi-agent systems.
Docker Swarm One-Shot Service Runner
Connect your AI agent to the SwarMesh network
SwarmFlow: A distributed multi-agent orchestration framework
Python SDK for authoring, building, running, and evaluating multi-agent systems.
Multi-agent Git worktree orchestrator for AI coding agents
AI agent swarm orchestrator for kanban boards — heartbeat, tmux sessions, team visibility.
Autonomous AI-powered external attack surface assessment