Python agents

A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

项目描述：构建⼀个能够⾃动撰写多模态呈现、具备专业性和深度、数据融合与事实溯源、规范 有逻辑的各类⾦融研报的智能 Agent 系统。 主要负责：根据赛题思路，对目标公司生成金融研报，通过 LLM 获取目标公司的竞争对手，用 akshare 获取数 据源的的三大报表数据，通过 duckduckgo 获取公司信息、行业信息、股份信息等，通过设计数据分析师智能 体，包含三个动作代码生成和执行、收集图片、完成动作，用 pyplot 生成金融报表。最后通过 word 形式文件 展示多模态研报。包括目标公司财务状况、关键财富指标分析、财务问题等，在天池大赛 A 榜单获得前百。

An app that assists authors in writing novels / short stories by leveraging Large Language Models (LLMs).

Predictive memory layer for AI agents. MongoDB + Qdrant + Neo4j with multi-tier caching, custom schema support & GraphQL. 91% Stanford STARK accuracy, <100ms on-device retrieval

mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic.

Multi-Agent Collaboration Design Patterns Built on LangGraph with 10+ battle-tested patterns, each with complete code, architecture diagrams, and benchmarks.

ASK MIRAGE is an offline AI-powered chatbot that allows users to upload PDFs and ask natural language questions. Built with LLaMA, FAISS, and LangChain, it delivers fast, accurate, and context-aware responses without needing an internet connection. Ideal for students and professionals working with large documents.

Synapse — Temporal knowledge graph memory for AI agents. Self-hosted FalkorDB + Graphiti with hippocampus-layer memory management.

transformers pytorch t5 text-generation arxiv:2109.00859 arxiv:2207.01780

static region:us

gguf llama.cpp llama-cpp minicpm minicpm5 minicpm5-1b

AI Agent Skills for Wan — Enable your AI Agent to easily leverage Wan's AIGC capabilities.

Devnors Data - Python SDK: 接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,Dishonest Judgment Debtor,被执行人,Enforcement Debtor,关键词指数,Keyword Index,微信指数,WeChat Index,热搜榜,Hot Rank,微博热搜,抖音热搜,快递查询,Express Tracking,快递公司编号,统一查询,/v1/data/query,API Key,MCP,AI Agent

The RAS-Commander library provides a python API and agentic features for automating HEC-RAS 6.x and accessing HDF data using Python, built with and driven by large language models.

mentor — a session-insights skill for AI coding agents. This skill reads your local Claude Code and OpenAI Codex history and writes an /insights-style HTML report on how you work: what you build, where you lose time, and concrete fixes. An agent skill for Claude Code, Codex, and any skills-capable agent.

用于让 agent 在大众点评自动取号,定时取号,符合条件后触发取号,以及定时获取排号情况等,全流程自动化脚本控制,无需ai手动执行

Claude Code plugin that orchestrates GPT Codex agents for implementation, monitoring, and independent reviews.

An AI driven debugging assistant specially designed for x32/x64dbg, it helps to double the efficiency of reverse engineering, vulnerability mining, and malware analysis, making it your intelligent copilot.

Python tasks from AI Applications Development Course: From API To Agents

帮助 AI Agent 生成可直接导入 Dify 的工作流 DSL YAML | Help AI agents generate import-ready Dify Workflow DSL YAML

将 QianWen 的全套 AI 技能折叠进你的 Agent 里，你提需求就行。

A composable library of skills and rules for AI coding agents. Covers repo memory, long-horizon execution, multi-agent coordination, TDD, security review, and delivery automation.

TradingView webhook bot for manual traders – execute alerts on Binance, Bybit, OKX, and Hyperliquid with risk limits, TP/SL, trailing stop, and optional AI review.

Vinagent is a comprehensive Agentic AI library that helps integrate tools, memory, workflows, and observability.

This program uses CrewAI to build a web-app using three agents doing some research stuff in the internet.

Agentic AI Use Cases with pgvector, Aurora PostgreSQL and Amazon Bedrock

Demo showcasing how to output CrewAI agent task outputs on the Streamlit UI.

NAACL'19: "Jointly Optimizing Diversity and Relevance in Neural Response Generation"

Working repository for common AI Card standard

AI 文献检索与综述 Agent：支持多源检索、代码仓库定位、开放 PDF 下载、证据链与中英双语报告。

An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic multi-agent settings.

Creates an Langchain Agent which uses the WebUI's API and Wikipedia to work

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

A lambda function, a cloudformation template to get it running, and example templates showing how to use a custom resource (calling the lambda) to automatically calculate CIDR ranges for subnets based on the VPC range.

Generate full fledged PDF reports using LLMs like GPT, Claude, Llama

AI-Powered Crypto Insights & Trading Dashboard using AI Agents and LLMs

🏛️ Directive · OpenClaw Multi-Agent Orchestration System — 10 AI agents modeled after the U.S. Federal Executive Branch. Dual independent veto layers (White House Counsel + OMB), per-department Inspector General auditing, inter-agency task forces, and a real-time Situation Room dashboard. Separation of powers, by design.

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"

[DEPRECATED] Moved to microsoft/agent-governance-toolkit

한국어 STT 출력의 CER, WER, CRR, 키워드·개체명·코퍼스 평가를 제공하는 Python 패키지

Acid Reflux for your Ears!

AI agent for trading on prediction markets (specifically, Omen on Gnosis and Polymarket on Polygon)

基于OpenAI的加密货币投资助手

Tiny Agents: LLM + MCP Tools

Build, test, and ship omnichannel voice agents on Azure—ACS telephony, custom STT→LLM→TTS pipeline, Voice Live API (voice-to-voice), and Foundry Agents.

Open Source Library for Automated Optimization of AI Agent Workflows

설교 비서 AI 에이전트 워크플로우 — AgenticWorkflow DNA 기반

LLM agent to automatically set up arbitrary projects and run their test suites

Multi-agent system for research, powered by ag2

A MCP implementation of Frida that seeks to emulate Cheat Engine functionally to allow for seamless Game Hacking by AI agents

Multi-agent synthetic data generation pipeline capable of generating and validating long horizon terminal/coding tasks for RL training

[ICML 26] An evaluation framework assessing long-context retention and long-horizon memory performance for agentic applications (AMA-bench).

Find · Leverage · Optimize · Win — an evidence-led SEO playbook for the AI-search era. 72 docs · 42 AI prompts · 27 diagrams · 15 sourced 2026 stats. CC BY 4.0.

Persistent memory, decision-making, and governance for AI agents

Engineering workflows for AI coding agents or flesh engineers. It helps absorb silent base-model quality drift.

HyperEyes is a parallel multimodal search agent that fuses visual grounding and retrieval into a single atomic action, enabling concurrent search across multiple entities while treating inference efficiency as a first-class training objective.

Living Memory Coordinate-5: five-axis memory architecture for long-running LLM agents. Minimal SQLite + production PostgreSQL/pgvector reference impls, multi-channel recall pipeline, LLM-proposed hippocampus, persona policies, VPS 7×24 deployment shape. Not another vector DB.

基于多模态视觉感知与 LLM Agent 的 macOS 微信自动化框架 | Visual RPA for WeChat

gradio region:us

Your desktop AI partner that actually knows you. It watches the files you edit and the commands you run, flags bugs you missed, and turns long conversations into reusable SKILL.md files. Citations on every claim, a knowledge graph that grows with you, every byte stays on your machine.

OpenFact aims to provide solution to verify whether the fact is true or not. In this new world, we are surrounded with lots of information but all the facts on the web are not always true. OpenFact keeps you safe from the rumours and makes you always stand for the correct.

Python Streamlit web app utilizing OpenAI (GPT4) and LangChain LLM tools with access to Wikipedia, DuckDuckgo Search, and a ChromaDB with previous research embeddings. Ultimately delivering a research report for a user-specified input, including an introduction, quantitative facts, as well as relevant publications, books, and youtube links.

Personal Task-Driven Autonomous Agent

An innovative Python project that integrates AI-driven agents for Agile software development, leveraging advanced language models and collaborative task automation.

A Telegram bot that proves you don't need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and image generation.

A PyTorch Implementation of japanese chatbot using BERT and Transformer's decoder

A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.

A sophisticated biologically inspired memory system for AI agents. Provides organic, high quality, persistent memory with self-maintenance strategies.

Hitchcock a multi-agent movie maker, powered by mahilo

LIGHT is a platform for text-situated dialogue research. We originally hosted LIGHT as a live game with dialogue models in a grounded setting. This repo contains all of the code to get the LIGHT game running, as well as reproducible code for the research projects along the way of getting LIGHT to wh

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A TavernUI Character extension for oobabooga's Text Generation WebUI

Turn a codebase, a requirements document, or both into a living skills system for AI coding agents.

Data Questionnaire Agent Chatbot

RAG/LLM Security Scanner identifies critical vulnerabilities in AI-powered applications, including chatbots, virtual assistants, and knowledge retrieval systems.

从对话数据到训练:数字分身 + 模型蒸馏 From Dialogue Data to Training Closed-Loop: Digital Twin + Model Distillation

基于三省六部架构的 AI 多 Agent 协作系统 · Windows 优化版

Extension to the Mesa repository to provide with the ability to plug LLM directly into your agents for more complex reasoning and inter-agent communication ! Make your own reasoning/memory/communication modules and plug them into the existing code or use the pre-built ones for fast building.⁦

🌪️ AI research assistant that generates Wikipedia-quality articles through multi-perspective analysis. Based on Stanford's STORM methodology.

Framework for agentic coding supporting many popular agent coding tools.

An AI-powered reverse-engineering copilot for assisting tedious malware analysis in IDA Pro.

Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parallel execution, isolated sandboxes, DAG dependencies. Open-source, self-hostable, model-agnostic (Claude / Gemini / Codex).

from vibe coding to agentic engineering - practice makes gemini perfect

Primes your project for peak Claude Code performance

Generic Claude/Codex Telegram bot runtime

Self-hosted AI agent runtime — personal assistants, autonomous workers, and everything in between. Built on the Claude Agent SDK.

A Security Benchmark for Claude Code Agent Skills

Two zero-human AI companies battle for GitHub stars using Hermes Agent + Paperclip. Nous Research Hackathon 2026.

Expose agent CLIs (Codex, Cursor Agent, Claude Code, Gemini) as an OpenAI-compatible /v1 API gateway.

🤖 EfficientAI is an open-source voice AI evaluation platform that helps teams test, compare, and ship reliable voice agents.

SkillOrchestra: Learning to Route Agents via Skill Transfer

基于 LLM 的 Telegram 群聊智能管理机器人 — 智能决策、知识库 RAG、内容审查、贴纸学习、联网搜索、多层记忆架构

transformers safetensors llama text-generation en fr

transformers safetensors qwen2 text-generation sea multilingual

transformers safetensors internlm2 feature-extraction text-generation conversational

transformers safetensors llama text-generation conversational arxiv:2403.04652

gradio region:us