Python agents

An intelligent system that revolutionizes contract management using AI, graph databases, and DocuSign integration. Transform dense legal documents into actionable insights with automated analysis, real-time tracking, and a smart chatbot interface. Built with OpenAI, Neo4j, and FastAPI.

“Change formats. Extract insights. All with AI.”

AI Gateway for multi-LLM orchestration with cost optimization and MCP integration

Skill allowing AI to use Classical Chinese (Wenyan) to respond

Python implementation of https://github.com/mishushakov/llm-scraper

A ChatGPT CLI tool based on the OpenAI API, for hardcore terminal users.

This Python script leverages the power of OpenAI and MoviePy to create engaging quiz videos.

A command line tool for interacting with DALL-E models

Python Tutor using OpenAI's new Assistant APIs

Research Assistant Mini App

Prompt Engineering and Dev-Ops toolkit for applications powered by Language Models

Ace your interviews with your very own "Interviewer Companion"

Convert any pdf/text/website/youtube video into a graph, and chat with it.

Multilingual CLIP - Semantic Image Search in 100 languages

通过GPT结合自身行业和经历，生成随机领域的知识，推送到企业微信或者飞书。

A convenient desktop companion tool to do routine text tasks with LLMs

Create Discord bots with OpenAI.

Descrição automática de mensagens de voz em conversas privadas no Telegram

This repository features an example of how to utilize the xllm library. Included is a solution for a common type of assessment given to LLM engineers

smart investment advisor cutom gpt

DART (Diffusion-Autoregressive Recursive Transformer) is a novel hybrid architecture that combines diffusion-based and autoregressive approaches for text generation.

Program that scrapes chosen subreddits for video ideas and generates them using the OpenAI API and elevenlabs text-to-speech.

Daring Mechanician is a Python library for building tools that use AI by building tools that AIs use.

GitPilot is an intelligent AI-powered Git assistant that bridges the gap between natural language and Git commands. It's designed to make Git more accessible and efficient by allowing developers to express their intentions in plain English, while providing context-aware suggestions and safety checks.

OpenAI Responses API Samples

OpenAI Cost Calculator is a simple tool, implemented in Python and JavaScript, for estimating the cost of using OpenAI's GPT-3 or GPT4 API.

eLLMental for Python - Toolkit to build enterprise-grade AI applications

:office: A python GPT enterprise :office: Give your guidelines as the CEO of an enterprise of your choice and get the product back !

This project focuses on the design and implementation of a trading bot using OpenAI's GPT for sentiment analysis of financial news. The bot integrates sentiment analysis in trading strategies for S&P 500 stocks.

Twitter bot that generates answers using OpenAI ChatGPT and DALL-E-2

Create AWS infrastructure using architecture diagrams and natural language interpreted using the OpenAI GPT model.

A simple framework for creating typed OpenAI functions from Python functions

Revolutionize your job applications with the Cover Letter Generator—a time-saving tool that automates the creation of polished and personalized cover letters. Crafted for efficiency, our user-friendly interface and professional formatting help you stand out in the competitive job market. Simplify your job application process today!

Reinforcement learning Baxter manipulation tasks base on OpenAI

An intelligent cryptocurrency copy trading bot based on Telegram, featuring multi-exchange support, GPT signal analysis, and automated trading execution.

OpenAI compatible API purely based on Transformers

An implementation of OpenAI API that focuses on building projects and programs automatically using bash scripts.

This code example is a FastAPI server that contains multiple API endpoints for interacting with an OpenAI model.

This project is a dialogue system that utilizes GPT to enable back-and-forth conversations between two participants. It provides a basic framework for creating interactive and dynamic dialogues.

Comparing vector-only RAG with GraphRAG (neo4j+milvus) for semantic and structural code search in JavaScript.

Python Streamlit web app utilizing LangChain and the OpenAI API GPT 3.5 Turbo language model to generate example movie concepts based on the AI director(Spike Lee, Quentin Tarrentino, Wes Anderson) and user input, and then the DALLE2 image generation model to generate relevent movie poster.

Online simultaneous translation display of PDF, retaining the original text layout

Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Uncover hidden connections and find the most semantically similar text to your search term with just a CSV file, OpenAI's text embedding model, and AWS Lambda.

This repo is a template to fine-tune embedding models using sentencetransformers based on different on configuration

Speech to Text Transcription using OpenAI Whisper v3 and FastAPI

LLM tools

An extensible Python CLI program for interfacing with LLM providers. Has file, chat, and ask modes, and can save conversations in a human-readable format for external consumption.

build a chatbot for Retrieval Augmented Generation using SurrealDB and OpenAI's API.

chat-E-AI是一款AI驱动的聊天机器人。它能将AI嵌入你的聊天频道，使你和你朋友更能够像和其他人聊天一样，来获取AI的问答响应。

A RAG app to ask questions about rows in a Neon Serverless Postgres database table. Try the live demo using the link

Persistent memory for AI agents. They learn once, remember forever.

Use the OpenAI TTS (text-to-speech) model to read any selected text on your Mac with a keyboard shortcut. Bring your own OpenAI API key.

Make OpenAI batch easy to use.

⭐ Integrates Claude Desktop with Google and Atlassian workspaces

Session and event store for MCP server, also allows distributed coordination between servers.

🔧 Turn any CLI or MCP server into an Agent Skill — zero process overhead, 98% fewer tokens. Kill MCP zombie processes. Works with Claude Code, Codex, Gemini CLI & 26+ platforms.

AI Embedder Engine: An open-source Python engine for generating embeddings from PDFs, storing them in Parquet, and indexing with FAISS for semantic search.

Context-first autonomous multi-agent system

Runtime Reliability Infrastructure for LLM Pipelines — enforce deterministic rules, measure the Balance Index, and audit every decision.

on-device Flask-based web application designed to help you create, manage, and visualize notes effectively and securely

LangGraph RAG pipeline using DeepSeek‑V2 (67B) via Hugging Face Transformers.

Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!

Simple RAG system

A Genshin Impact Book Question Answer Project supported by LLM

local-first pipeline that turns notes into a research-style draft: extract keywords → fetch arXiv → rank (SPECTER) → summarize (PEGASUS). No chat, no API keys.

A command line utility that queries websites for answers using a local LLM

An interactive chatbot system designed to help resolve student queries efficiently. The system features both user and admin interfaces, allowing for dynamic query handling and response management.

Turkish Constitution RAG assistant using Python, FastAPI, local AI, semantic retrieval, and structured legal data for legaltech experiments.

Open-source RAG system that turns your ChatGPT export into a searchable knowledge base with Claude MCP integration.

Universal documentation extraction tool

WovenSnips: A Lightweight, Free, and Open-source Implementation of Retrieval-Augmented Generation (RAG) using Straico API

Substrate Python SDK

A tool for evaluating and tracking your RAG experiments. This repo contains the Python SDK for logging to Tonic Validate.

AI cup contest

Structure-aware text chunking library for code, prose, and markup files. Intelligently splits files into context-rich chunks while preserving semantic boundaries. Supports 15+ programming languages, deterministic output, and zero external dependencies. Perfect for RAG systems, code analysis, and LLM context optimization.

腾飞智能助手是基于钉钉平台的AI助手，集成了大型语言模型、知识库、对话记忆储存和多种工具能力，提供智能问答、任务处理和信息检索服务。深度集成钉钉构建智能待办/日程/日志/审批系统等，实现自然语言到API的自动转换，用户操作步骤减少70%。

RagE (RAG Engine) - A tool supporting the construction and training of components of the Retrieval-Augmented-Generation (RAG) model. It also facilitates the rapid development of Q&A systems and chatbots following the RAG model.

Training code for advanced RAG techniques - Adaptive-RAG, Corrective RAG, RQ-RAG, Self-RAG, Agentic RAG, and ReZero. Reproduces paper methodologies to fine-tune LLMs via SFT and GRPO for adaptive retrieval, corrective evaluation, query refinement, self-reflection, and agentic search behaviors.

End-to-end architecture for document-centric conversational AI

Muzlin: a filtering toolset for semantic machine learning

SitemapRAG is an open-source tool designed to leverage your website's sitemap as a Retrieval-Augmented Generation (RAG) source. It empowers developers to build intelligent, context-aware applications by extracting, indexing, and querying content directly from a sitemap.

Retrieval-Augmented Generation (RAG) + Multi-Agent Systems (MAS)

RAG-Enhanced Fake News Predictor analyzes news content using multi-API verification, AI assessment, and machine learning models. It cross-checks articles against a knowledge base, validates news authenticity, and provides detailed insights, helping users identify fake or misleading information efficiently.

This repository provides a template for building Large Language Model (LLM) powered microservices using FastAPI. It's designed to help you quickly set up and deploy AI-driven APIs that leverage the power of LLMs like GPT-3, GPT-4, Claude or other similar models.

Library that enables Streaming for OpenAI Assistants API using Astra Assistants

Automated pipeline for real-time market analysis: Scrape live job data, generate structured CSVs, and create analytics scripts using Kiro with Bright Data MCP.

EDAgent is a skill-based LLM agent designed to assist EDA research workflows, routing user requests to appropriate skills for code analysis, debugging, experiment setup, and research automation.

AI agent skill that creates formal, verifiable proofs of claims — every fact computed or cited, never asserted

Token-efficient browser agent for local LLMs — Playwright + accessibility tree + MarkGrab, MCP native.

Persistent memory for AI coding agents. Never solve the same bug twice. Works with Claude Code, Gemini CLI, Codex CLI, Kimi CLI.

A multi-server Discord control plane that exposes Discord operations as MCP tools, resources, and prompts for AI clients, with a built-in conversational AI agent.

AI agent skill: tell Claude Code, Codex, Gemini or OpenClaw to upload your recording to YouTube — it downloads from Drive, transcribes, generates timestamps and metadata automatically.

A smart, conversational interface for automotive part queries. Leverages Amazon Bedrock and OpenSearch to provide accurate part information, compatibility checks, and detailed responses. Streamlines the process of finding and verifying car parts for owners and mechanics.

14 Claude Code skills for content creation, knowledge management, and media automation

Empowering agents with a unique persona and ethical cognitive intelligence.

基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的本地知识库问答助手

An AI-powered system for generating complete eBooks from simple prompts. This tool uses Google's Gemini AI models to create professional-quality eBooks with minimal human input.

🚀 Веб-интерфейс для AI-агента с возможностью выполнения Python-кода, управления файлами и работы с веб-контентом

a tool that reduces token usage and request waste in coding-agent workflows by selecting, compressing, caching, and budgeting repository context