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Human In The Loop Python Packages

Python packages with the GitHub topic human-in-the-loop. Sorted by relevance, with stars and monthly downloads.
recognai
rubrix

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

11K 5K 486
benzsevern
goldenmatch

Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. GoldenCheck → GoldenFlow → GoldenMatch → GoldenPipe. MCP per package, multi-arch containers, Airflow DAGs, browser workbench.

9K 44 6
Mnexa-AI
e2a

Authenticated email gateway for AI agents — SPF/DKIM verified inbound, HMAC-signed delivery, webhook + WebSocket fan-out, CLI + SDKs

6K 133 5
omeryasirkucuk
amx-cli

AI-driven CLI for documenting database schemas. DB + docs + codebase agents, 10 backends, BYO LLM, human-in-the-loop review.

6K 16 0
vmehera123
leashd

Safety-first agentic coding framework. Three-layer safety pipeline (sandbox, YAML policies, human-in-the-loop approval) for AI coding agents. Pluggable runtimes (Claude Code, Codex), autonomous task orchestrator, full audit trail.

4K 3 0
jaysinailabs
coglang

Graph-first intermediate language for auditable LLM-generated graph queries and updates.

3K 1 0
jamjet-labs
jamjet

The open-source safety layer for AI agents — block unsafe tool calls, require approval, enforce budgets, audit, replay.

3K 11 5
slaser79
hitl-cli

Command-line interface for Human-in-the-Loop services

3K 1 0
awaithumans
awaithumans

The human layer for AI agents. Your agents already await promises. Now they can await humans.

2K 6 1
humanlayer
humanlayer

The best way to get AI coding agents to solve hard problems in complex codebases.

2K 11K 916
execlave-ai
execlave-sdk

Official Python SDK for the Execlave AI Governance Platform — tracing, policy enforcement, and framework auto-instrumentation for LangChain, OpenAI Agents SDK, and CrewAI

2K - -
argilla-io
argilla-server

Open-source tool for exploring, labeling, and monitoring data for NLP projects.

2K 5K 485
benzsevern
goldenpipe

Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. GoldenCheck → GoldenFlow → GoldenMatch → GoldenPipe. MCP per package, multi-arch containers, Airflow DAGs, browser workbench.

2K 0 0
riteshkumar10000
sovigl

SOVIGL — AI agent payment governance SDK. Returns approved, pending, or blocked.

2K 0 0
benzsevern
goldenflow

Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. GoldenCheck → GoldenFlow → GoldenMatch → GoldenPipe. MCP per package, multi-arch containers, Airflow DAGs, browser workbench.

2K 1 0
graphrefly
graphrefly

Reactive harness layer for agent workflows. Describe automations in plain language, trace every decision, enforce policies, persist checkpoints. Python. Zero dependencies.

2K 0 0
fpytloun
intaris

Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analysis, priority-ordered decision matrix, and human-in-the-loop escalations. Session recording, behavioral analysis, MCP proxy, secret redaction, and real-time audit.

1K 15 4
ENDEVSOLS
longparser

Privacy-first document intelligence engine — parse PDFs, DOCX, PPTX, XLSX & CSV into AI-ready chunks for RAG pipelines. Includes HITL review, 3-layer memory chat, and a production FastAPI server.

1K 26 2
synacktraa
browser-handoff

Pause Playwright automation, hand the browser to a human, resume when they're done.

711 0 0
lars-ulaval
metascreener-lars-ulaval

A plugin-based desktop application for human-in-the-loop systematic literature screening

669 0 0
corv89
shannot

Human-in-the-loop execution for LLM agents

620 25 2
pyspur-dev
pyspur

PySpur is a Graph UI for building AI Agents in Python

612 6K 425
Diplomat-ai
diplomat-gate

Runtime approval gates for AI agent tool calls. Intercept payments and emails before execution

583 2 2
benzsevern
goldenmatch-duckdb

Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. GoldenCheck → GoldenFlow → GoldenMatch → GoldenPipe. MCP per package, multi-arch containers, Airflow DAGs, browser workbench.

538 2 0
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