Python agents

Initialize TRUGS Agent in your project — a 190-word formal instruction language for LLM coding assistants

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LangGraph based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Library to systematically track and evaluate LLM based applications.

Trustay Agent Workflow CLI and managed agent workflow assets.

TrustChain Agent OS — Trust-native protocol layer for AI agents

Run Claude Code inside a podman container, wrapped by gVisor.

Trusted AI Agent Governance Engine

TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible means to achieve a processing pipeline.

TrustLLM

RAG Framework within Reliable input,Trusted output

RAGAS-based evaluation pipeline with trust-specific metrics for TrustRAG

LangChain integration for TrustRAG — trust-verified retrieval + LangGraph multi-hop agent with trust budget

MCP server for TrustRAG — trust-verified RAG exposed as tools for Claude Desktop, Cursor, and other MCP clients

Core functionality for TLM

A Python-based code scanning tool for AI/LLM-specific vulnerabilities

Truthlocks MAIP wrapper for Anthropic — auto-generate cryptographic receipts for every Claude API call

Truthlocks MAIP integration for AutoGen — auto-generate cryptographic receipts for every multi-agent conversation

Truthlocks MAIP wrapper for AWS Bedrock — auto-generate cryptographic receipts for every model invocation

Truthlocks MAIP integration for CrewAI — auto-generate cryptographic receipts for every crew task and agent action

Truthlocks MAIP integration for LangChain — auto-generate cryptographic receipts for every chain and agent action

Truthlocks MAIP integration for LlamaIndex — auto-generate cryptographic receipts for every query and retrieval

Truthlocks MAIP wrapper for OpenAI — auto-generate cryptographic receipts for every API call

Claim-grounded truth evaluation for LLM outputs: retrieval, per-claim verification, and explicit risk signals

CrewAI adapter for TruthStack supplement safety API. Check drug interactions, get evidence, search compounds.

LangChain adapter for TruthStack supplement safety API. Check drug interactions, get evidence, search compounds.

LlamaIndex adapter for TruthStack supplement safety API. Check drug interactions, get evidence, search compounds.

Tryton Magento Integration

Time series analysis toolkit with CLI, agents, and Gradio UI

多论文 RAG 问答系统 - 基于检索增强生成的科研论文问答系统

SQLite schema, Python classes and data management tools for working with time series from engineering test beds

Minimalist time-series forecasting toolkit for coding agents

Granite TSFM toolkit, model wrappers, and demos for time-series forecasting workflows.

TimesFM fork distribution for tsagentkit.

Unified Training of Universal Time Series Forecasting Transformers

Use LLMs in SQLite and DuckDB

A flexible LLM manager that shifts between multiple models

Tsumugi AI Agent — Claude Code-like coding assistant

Modular GGUF patching tool for Ollama multimodal monoliths

Tsuru unit agent.

Bot framework

LLM Gateway with Anthropic-compatible API

Placeholder for tts_webui_extension.gpt_sovits until migrated from GitHub due to VCS dependencies.

OpenAI compatible TTS API with support for multiple TTS models

Terminal-agent runtime for LLM-driven interactive TTY sessions

Beautiful terminal UI for monitoring AI agent operations, costs, and attribution

tui gpt

Compare LLM responses side-by-side with local persistence

An LLM API proxy that improves response quality through concurrent inference, pivot-tournament verification, and context refinement.

turbo agent auth manage tool, to support adjust auth

Core utilities and shared types for turbo-agent

Turbo-Agent 任务调度与执行单元（由 worker 迁移而来）

Runtime orchestration for turbo-agent

Turbo-Agent 沙盒组件管理：代码沙盒 / 浏览器沙盒（含指纹与登录态持久化）/ 资源调度 / VNC 接入。当前为调研打通版本。

存储模块的技术实现层，提供 Memory/YAML/Git 三种技术路线的实现

TurboQuant-powered agentic AI framework for long-context LLMs on consumer hardware

Independent TurboQuant-style compression infrastructure for KV cache and RAG.

A python based wrapper for GPT-4 & GPT-3.5 PLUS.

A python based wrapper for GPT-4 & GPT-3.5 PLUS.

Reference implementation of TurboQuant-style vector/KV quantization (rotation + scalar quant + QJL residual).

TurboQuant+ compression for vLLM. 4.3x weight compression + 3.7x KV cache, zero calibration.

TurboQuant KV cache compression for vLLM — fused Triton kernels, 3.76x compression, 3.7x faster decode on RTX 4090

Compressed vector and graph-augmented retrieval engine with adaptive two-stage search, implementing TurboQuant/QJL quantization from Google Research.

TuringPulse SDK integration for Anthropic

TuringPulse SDK integration for AutoGen

TuringPulse SDK integration for AWS Bedrock

TuringPulse SDK integration for Cohere

TuringPulse SDK integration for CrewAI

TuringPulse SDK integration for DSPy

TuringPulse SDK integration for Haystack

TuringPulse SDK integration for LangChain

TuringPulse SDK integration for LangGraph

TuringPulse SDK integration for LlamaIndex

TuringPulse SDK integration for Mistral AI

TuringPulse SDK integration for OpenAI

TuringPulse SDK integration for OpenAI Agents SDK

TuringPulse SDK integration for Pydantic AI

TuringPulse SDK integration for Microsoft Semantic Kernel

Draw a dragon curve using Python turtle graphics

一个使用AutoGen框架的多智能体编排教程项目，演示如何创建和协调多个AI智能体完成复杂任务

Add your description here

Safety Agent for evaluating TutorBot AI responses

An interactive terminal tool using GPT, with web search capabilities.

涂鸦智能体平台MCP接入sdk

A package which handles the storage of TVB data

Python interface to the TVRage television information database.

Python3 client for accessing tv show information from www.tvrage.com

twagent CLI

LLM integration for twat

A library to convert text to Morse code and play it as audio.

Run your decisions through a jury of 12 AI minds before you commit.

Panel-based reliability annotation for preference data: measure inter-judge agreement (IJA) with a panel of LLM judges and export TRL-ready DPO data with reliability signals attached.

A Python framework for building agentic applications with Twilio

AWS integrations for Twilio Agent Connect (TAC) - adapters and servers for AWS agent runtimes