Python agents

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Declare the outcome, skip the logic. The developer-first infrastructure engine for structured, multi-turn AI conversations with built-in safety, async follow-ups, and native compliance

Python implementation of coding agent core mechanisms, with architecture comparison across Claude Code / Kimi Code / Codex

Supervise Codex CLI and Claude Code workers from OpenClaw with async progress, routed delivery, wake, resume, and automation support.

Don't write a bug report — record it. Local MCP: screen recording → transcript, frames, OCR, wall-clock evidence for coding agents.

Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

Local-first AI project OS that turns coding models into reliable software agents with memory, sandboxed execution, verification, recovery, GitOps, and deployment.

"We got Neuro-Sama at Home!" An AI companion you can use on stream as an AI VTuber or for personal use!

Control Ableton Live from an AI assistant. 156 tools for building, editing MIDI, mixing, and mastering in a running Live set. Typed, tested on Live 12.

Synthetic dual-reflection GPA benchmarks with optional OpenAI method-card agent

Generalist agent with advanced metacognition and SKILLs.

CAPO: Critic-Guided Action-Aligned Policy Optimization for Advancing LLM Agent Capabilities

TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend mapping, and a weekly plan. Draft, humanize, and publish via Publora. MIT. Content engineering by Creative Content Crafts.

Chat-first trading agent on Agno + OpenAlgo: full REST coverage, 100+ technical indicators, and a human confirmation gate on every order.

100+ AI, Gen AI, LLM, Agentic AI, Forward Deployed Engineer (FDE), AI Systems Architect, Applied AI, LLMOps, AI Platform engineering interview questions across 10 topics - short answer, detail, worked example, and interview tips for each.

LLM system design interview guide: RAG, KV cache, agents, serving, evals, guardrails. Architectures open live as validated reference graphs.

AI-agent skill for building Lark (Feishu) slides via the lark-cli: 51-page template library, brand design tokens, XML generation workflow, and automated layout review. Built for agents, reusable anywhere.

Interactive demo of a SOTA agentic OCR document approval flow

AIX — AI eXchange Format. A strict superset of Google's Open Knowledge Format (OKF) v0.2: stable identity, typed relationships, provenance, media identity, federation. Every AIX bundle is a valid OKF bundle.

Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human commands to create, edit, and animate pixel assets, then sniffs out a bigger prompt, scouts for a useful tool, and carries back what happened.

A platform for running controlled experiments on teams of LLM agents: multi-agent simulations, an event-sourced run log, swap and fork interventions, and post-hoc evaluation metrics.

Windows + Docker + Python 基于 Milvus + MySQL + Redis + 大模型的私有化 RAG 问答系统

The Mozaiks core is a self-hostable runtime for deploying AI-driven, multi-tenant web apps with real-time UI, auth, and billing built in. Apps are defined via YAML and lightweight Python/JS stubs for agent logic, workflows, and integrations — so developers focus on behavior, not plumbing. :link: https://docs.mozaiks.ai/

Open-source AI co-author for novelists & world-builders. ✍️ Canon-safe writing · RAG lore glossary · polyglot translation · BYOK multi-LLM. 🎮 Living-world MMO RPG extension — step inside the worlds you write, where LLM-driven NPCs bring your canon to life. Go · Python · NestJS · React. 🌍✨

Tamper-resistant regression gate for AI coding-agent instructions—AGENTS.md, CLAUDE.md, Cursor, Copilot, Gemini, and more.

面向测试工程师的 AI 测试用例生成与管理平台，将需求结构化、RAG 知识增强、多 Agent 用例生成、质量评测、人工评审与测试执行串成一条可追溯、可恢复的生产链路。

Elbi gives your data agent a verified fact store.

Open-source MCP control plane for AI coding agents: mechanical time-locks, evidence-gated proof receipts, red-team remediation, and persistent engineering memory.

Evidence-gated Claude and Codex council orchestration.

The execution safety layer for AI agents.

GPT Image 2.5 Sunburst & Flare toolkit for agents: generation, reference and masked edits, PNG/JPEG/WebP, dry-runs and validated receipts. Experimental ChatGPT/Codex backend.

Independent Python coding-agent kernel with observable runs, tools, sessions, permissions, DeepSeek, and SWE-bench.

Validate SKILL.md files, track agent-skill bundle changes, and check release evidence against trusted policies.

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.

Deterministic RAG pipeline - AI powered troubleshooting for ground support equipment. Deterministic RAG pipeline that ingests OEM maintenance manuals, answers with cited sources, and refuses when the documentation doesn't support a claim. Runs fully on-premises, no cloud APIs

Red-Team - AI Agent to Phish Employees based on Social Intelligence.

Chat with Your Data

AI-powered autonomous trading agents for Polymarket prediction markets. This framework enables developers to build sophisticated trading bots using state-of-the-art LLMs, RAG (Retrieval-Augmented Generation), and superforecasting methodologies. Built with Python 3.12+, LangChain, FastAPI, and modern development tooling.

Build your own AI-powered automation tools in the terminal with this extensible agent framework

GoodFoods Reservation Assistant Powered by Agentic AI • Built with Pydantic Tools and Streamlit :)

An application that enable the users to upload PDF files and ask questions regarding their content using Retrieval Augmented Generation (RAG)

The UnisonAI Multi-Agent Framework built on custom workflow which allows ai agents to talk together and provides a flexible and extensible environment for creating and coordinating multiple autonomous AI agents. UnisonAI is designed with flexibility and scalability in mind.

This is the Yaitec Hub (Yaitec Community) Repository for sharing AI Templates with Community

IYKYK

MCP that combats tools overload

Vendor-agnostic orchestration OS for autonomous AI agents. Coordinate Claude, GPT, Gemini, and Grok using Markdown files as shared memory. Human-in-the-loop, Git-native, runs on GitHub Actions free tier.

🧙‍♂️ Zero-Code Machine Learning Wizard - Transform ideas into intelligent solutions without writing code. AI-powered ML pipeline automation with interactive web interface.

OpenClaw-compatible MASL safety gate with public RAG packs for memory-aware AI agents

Open-source LLM agents framework for token systems simulations — pioneered domain-specific cognitive architectures with plan-and-act agents for data science process automation, built on cadCAD/radCAD

The Multi-PDF's Chat Agent is a Streamlit-based web application designed to facilitate interactive conversations with a chatbot. The app allows users to upload multiple PDF documents, extract text information from them, and train a chatbot using this extracted content. Users can then engage in real-time conversations with the chatbot.

PDF Summarizer using Streamlit, LangChain, and OpenAI frameworks.

Based on the Langchain framework, a retrieval and generative chatbot. 基于langchain实现的检索式和生成式问答

A simple langchain demo containing an agent to help you with everything kubernetes and aws.

opengpt is a open implementation of GPT agents.

The following is a simple example of how LLMs and langchain agents can simplify asking questions to understand the security posture of a cloud environment.

OpenProbe is an advanced agent-based search system that performs deep web searches to answer complex questions. It uses a graph-based approach with LangGraph to orchestrate different components and deliver comprehensive answers.

This Streamlit application allows users to interact with their PostgreSQL database using natural language queries. Users can type questions in natural language, which the app translates into SQL queries executed against the database. The results are then displayed in the chat interface. Powered by Google Generative AI and LangChain's SQL agent tool

Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify intent, provenance, and evidence before high-impact tool calls.

Agentic Resume Search Engine

A Telegram Chatbot written in Python3 making use of OpenAI's GPT3 model (Da Vinci Engine). You can fork and deploy this repo on heroku.

An Intelligent Chatbot for Personalized Financial Services

Chat with your RVC models. See website for demo:

Telegram Bot that analyzes message sentiment score

Repositório com boilerplates diversos para criar seus chatbots/bots no telegram usando Flask.

🙃 O projeto Sara é uma inteligência artificial desenvolvida para atuar como uma assistente pessoal, totalmente escrita em Python3. Projetada para simplificar a vida cotidiana dos usuários, Sara integra funcionalidades inteligentes e personalizáveis que a tornam uma parceira eficiente em diversas tarefas.

A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.

A Python module that lets you whip up your own custom chatbot with just a few lines of code. This AI-based package feeds your custom data into a neural network which is trained and outputs a fully functional chatbot.

Food Ordering Chatbot

Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator :stuck_out_tongue_closed_eyes: BDW it uses Pytorch framework and Python3.

A chat bot that pulls from your Readwise highlights, using ChatGPT API.

An open-source implementaion for fine-tuning Pixtral by MistralAI.

'Local Large language RAG Application', an application for interfacing with a local RAG LLM.

Automatically describe images sent by users on popular media platforms, incredibly useful for the visually impaired and for complicated imagery.

GPT3 Interview Chatbot

This tool offers an interactive way to analyze and understand your screenshots using OpenAI's GPT-4 Vision API. Capture any part of your screen and engage in a dialogue with ChatGPT to uncover detailed insights, ask follow-up questions, and explore visual data in a user-friendly format.

:robot: Chat-bot para envio de mensagens automáticas no whatsapp web

OpenAIで作るAIはてなブックマーカー

Using ChatGPT3.5-Turbo / GPT3 to automate incoming emails

Compile the extortionate amount of production logs into readable actions!

Retrieval Augmented Generation (RAG) Application to offer Q&A like experience on a long format text using OpenAI and ElasticSearch as Vector DB.

ATUI - Assistant Textual User Interface

🤖 Self-hosted AI code review for your Pull Requests.

Dictate Wizard is an open source dictation tool powered by OpenAI's Whisper. The goal is to obsolete as much typing as possible and let you speak your emails, instant messages etc instead.

Automate ChatGPT sign up with CloudMail temp email, OAuth token generation, retries, and multi-threaded support

A real-time translation application that uses Vosk and the OpenAI API, with a user interface for starting and stopping translations, and supports logging of translations.

Generates Vale linter rules using LLMs and RAG

End-to-end training of Retrieval-Augmented LMs (REALM, RAG)

Just like the elite potential of a high-drive Belgian Malinois, an AI system's raw capabilities are wasted when deployed without proper structure. The technological value is no longer found in creating the drive, but in mastering the leash. Synapptic gives your AI Assistant persistent memory that updates in real time, saving you tokens and time.

Self-hostable NGINX module that serves Markdown to AI agents via HTTP content negotiation (Accept: text/markdown), powered by a Rust converter.

Demo agents showcasing CapiscIO Agent Guard and MCP Guard — trust badges, identity verification, and tool-level authorization for A2A and MCP protocols

This project implements a web-based chatbot using open source technology

[CVPR 2024 CVinW] Multi-Agent VQA: Exploring Multi-Agent Foundation Models on Zero-Shot Visual Question Answering

Turning messy repos into weapons of mass structured context.

基于 ACE (Agentic Context Engineering) 框架的 Python 实现，通过演进式上下文实现自我改进的大语言模型。

Sentinel is your AI command center for getting things done.

Simple AI chat bubble for your website: Wordpress, React, HTML, Shopify. Answer questions about a website's content using RAG, streaming, and Mistral LLM.

Generate charts using OpenAI Code Interpreter

Python client designed specifically for large-scale requests to the openai interface