Python agents

trialtalk – an agentic clinical trial insights system

Self-hosted PDF Q&A API with streaming answers, citations, Weaviate/pgvector, and Azure OpenAI, OpenAI-compatible, Vertex AI, or local embeddings.

ATS Catalyst is an innovative platform designed to empower job seekers and streamline the hiring process. Leveraging advanced AI technologies, our suite of tools offers personalized feedback, resume evaluation, and job description matching to enhance your job application process.

👽 GUI is a personal AI developed in Python3. It is a great tool that can be used to improve communication and understanding.

Shopify's API to create a sophisticated Language Model (LLM) capable of providing real-time product information. The system is designed to understand and respond to user queries about product details, prices, and availability, directly interacting with a Shopify store's database.

Collection of different types of RAGs (Query Translation Patterns)

A GenAI-powered chatbot for an ecommerce clothing store that answers user queries, provides recommendations, tracks orders and more.

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Serverless Service

a multi-agent AI crew working on real estate analysis

Person digitalization agent built on structured memory and vector retrieval for context-aware insights and conversations.

這是一個使用 Google Cloud Platform (GCP) Scheduler 的範例專案，主要功能是自動化地從 GitHub Issues 中提取資料並生成摘要。

The AI Assistant uses OpenAI's GPT models and Langchain for agent management and memory handling. With a Streamlit interface, it offers interactive responses and supports efficient document search with FAISS. Users can upload and search pdf, docx, and txt files, making it a versatile tool for answering questions and retrieving content.

Insight-Chat: Chat with your documents

Generative AI - LLaMA 2 7B & LangChain, to generate stories based on a genre.

An implementation of an all-new foundation model architecture that trains on byte sequences from multiple modalities to handle omni-modal generation of text, video, images and more.

An Offline Document Enquiry LLM for Everyone

BankLLM is an AI-driven recommendation engine for banking, using OpenAI's models to analyze customer data and generate personalized product suggestions. It integrates LangChain, FAISS, and LangServe, with a FastAPI backend and Streamlit frontend, following an LLMOps approach for scalable deployment.

Athena's Oracle: Enlightening AI for Document Insight and Discovery AI 驱动的文档洞察引擎

Experimentation with CrewAI, a framework designed for orchestrating a cohort of autonomous AI agents. This repository explores different agent role configurations, task delegation patterns, and collaborative problem-solving capabilities through practical implementations.

CrewAI dockerfile template

A go-to repository for building web search agents and multi-agent systems using LangChain, LangGraph, Phidata/Agno, Pydantic, and CrewAI. It includes a multi-agent email response agent, LLaMA OCR, and a multi-agent travel planner, enabling autonomous and intelligent workflows. 🚀

The Financial Analysis Crew is a Streamlit app that simplifies financial stock analysis. With the power of LLM-driven agents, users can seamlessly gather and analyze stock market data to generate comprehensive financial insights. Perfect for investors, analysts, and anyone interested in making data-driven financial decisions.

This repository contains the demo code for the webcast organized by SANS titled "From Playbooks to Robocop: The Evolution of SOC Automation".

A comprehensive AI companion leveraging advanced semantic analysis, sentiment detection, and voice processing to provide personalized and context-aware interactions using Autogen, semantic-router, and VoiceProcessingToolkit.

Fast Multimodal RAG on CPU

AI Agent Code Generation

AI-Powered Quantitative Crypto Trading Engine — 18 RAG Types, 10 Autonomous Agents, Evidence-First Signal Engine, Self-Learning Risk Management. Built on Freqtrade.

This repository contains a system for analyzing competitors using data from various sources like Google, Wikipedia, and Reddit. It dynamically generates SWOT analyses and PDF reports.

A fully local multi-agent AI board — CEO, CTO, CFO, CPO, COO running on your own GPU/CPU. No cloud. Just Local Models.

Production-ready agentic AI framework. High-performance, lightweight, simple. Built-in safety, memory, and 4 reasoning patterns. Ships to production fast.

Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.

Open-source toolkit for running reproducible, offline-first simulations of AI agents against dynamic scenarios

An AI-powered assistant for Path of Exile!

Agentic-AI framework w/o the headaches

MCP service designed for stock quantitative agents - 针对股票量化Agent设计的MCP服务

Precompiled Agents Workflows Network (P.A.W.N.) for building AI crypto multi agents systems.

O SDD-Vibe-Converter é um assistente de IA que estrutura o desenvolvimento de software através de conversas guiadas. Ele converte ideias não estruturadas em especificações técnicas completas, seguindo a metodologia Specification-Driven Development (SDD).

Customize ChatGPT and unleash the full potential of generative AI with Vector Vault

create pydantic models dynamically

VITA (VinBig Intelligent Treatment Assistant) – A next-generation AI healthcare platform that transforms medical analysis, empowers personalized consultations, and enhances patient care. With VITA, doctors and patients gain smarter, faster, and more reliable health solutions for a healthier future.

Multi-agent scientific analysis platform. It creates experiments, tries different methods, evaluates results, searches relevant literature, builds custom tools when needed, and generates detailed reports and presentaions.

These #LangChain-powered apps include a Research Assistant that generates reports using web scraping and GPT-4o-mini, and Chat With Video, a #Streamlit app that #transcribes videos and enables content-based Q&A via #embeddings.

An MCP server that empowers AI assistants (Cursor, Claude, Cherry Studio) to search, read, and summarize arXiv papers directly.

Gradio-based streaming interface for AI-powered code assistance

Analyze and understand data stored in MongoDB from the command line

The interactive handbook for Ignacian Marians

A cross-language, lightweight, portable, modular, locally hosted AI assistant framework designed to optimize your workflow through natural language, enhancing efficiency and productivity in your daily tasks.

A personal assistant application named Alexa that performs various tasks through voice commands. Features include weather updates, web searches, news headlines, Wikipedia summaries, jokes, and more. Easily customizable and extendable with new functionalities.

An open-source 🤖 assistant built for people

With Artificial Intelligence and Natural Language Processing technologies, My chatbots are able to make inferences about what users primarily mean, or their intent. They automatically adjust classification parameters depending on the success rates of the answers.

A GPT 3 based NLP chatbot developed in Python

Email client. Powered by Telegram Forums and WebApps.

This repo shows how foundational model hallucinates and how we can fix such hallucinations using fine-tuning them

Create chatbot out of your Facebook chat logs.

Chatbot developed by using open-source Rasa Bot Framework with custom actions like scheduling.

Code for fine-tuning Llama2 LLM with custom text dataset to produce film character styled responses

CVAE-GPT2 open-domain chatbot

A WhatsApp/Telegram bot that turn voice memos into physical letters that you can send from the chat

Backend for the social media bot

The Restaurant Bot is a proof of concept project powered by Rasa that aims to provide a seamless food ordering experience. With advanced natural language processing capabilities, it allows users to effortlessly place food orders, track their status.

A chain of thought Chatbot based on the Tree of Life (ToL).

This repository contains an attempt to utilize the NeMo toolkit created by NVIDIA

the chatbot on medical based on rasa. 基于Rasa的智能聊天机器人，支持中文，面向医疗问答领域。

An open-source Telegram Bot written in Python - Tailored for universities/higher education institute and academic groups.

Telegram bot that uses Gemini multimodel API

Command-line client and python development library for accessing LLM's OpenAPI :computer:

AIPLA an Artificial Intelligent powered Library Assistant is a Messenger chat-bot using NLP and DL to find, search and recommend books for various users, based on their taste of novels and past searches.

This GitHub repository contains a Python script that powers a Telegram bot capable of engaging in conversational interactions using Google's GenerativeAI (Bard) and Telebot libraries. The bot responds to various commands and messages from users, providing intelligent and contextually relevant answers.

A simple AI chat using FastAPI, Langchain and llama.cpp

Conversational T5 model, finetuned for long-context conversational tasks

Implementation of "Distilling Knowledge for Fast Retrieval-based Chat-bots" (SIGIR 2020) using deep matching transformer networks and knowledge distillation for response retrieval in information-seeking conversational systems.

Secure proxy for Chatgpt requests.

AI voice-activated girlfriend assistant with wake word detection, speech recognition, and animated GIF overlay. Powered by Liebea Model, Whisper.cpp, and Edge-TTS.

Messenger chatbot to help students browse through books and also find the exact location of books in the IIT Kharagpur Central Library

AI-powered virtual learning assistant

🕶️ GhostMentor – An AI-powered research and educational tool for accessibility testing, HCI studies, and assistive technology development. 🔥 Open-source platform exploring multimodal AI integration with real-time screen analysis and voice recognition. 🎯 Perfect as an AI study companion, accessibility research tool, or educational assistant.

Repositori ini berisi kode bot WhatsApp otomatis untuk memantau status kontak dengan mudah dan cepat.

Python SDK for Clause, 语义理解服务

My AI Assistant is an open source virtual assistant chatbot built with Python. It allows you to have natural conversations by text or voice.

ChatBot made using Hugging Face model mistralai/Mistral-7B-Instruct-v0.2 using HayStack

Dyadic Framework

An AI-powered Mattermost Claude 3 chatbot that utilizes the Anthropic API to provide helpful, contextual responses to user messages, extract text from links, and describe images. With Docker support!

A facebook messenger chatbot built on flask

GPT-3 chatbot/scripting from the terminal command-line.

ChatGPT, which is available for free, has been developed using the QuartzAI API and is accessible in multiple programming languages.

My Digital Twin

Otomatisasi pengiriman pesan ke kontak atau grup WhatsApp Web menggunakan Python dan Selenium 4+.

Simple intent parser for python 3

Gemini Playground: An interactive Gradio app using Google's Generative AI for dynamic conversations and creative content generation.

Analysis Of The Context Size Impact In Deep Learning Conversational Systems.

This project features a Streamlit chat app integrating Llama3 models via Groq, offering fast, real-time AI-driven chat functionalities within an interactive web interface.

Basic tool (based on Locust.io) to perform load test of Rasa based chatbot via REST API.

LLM Supported Knowledge Graph (Neo4j Db) Based Chatbot Application

A Simple Chat Interface with your waifu

Made for the Google Cloud Vertex AI Hackathon, summarize SEC Earnings reports using NLP, LLMs (PaLM2).

چت جی پی تی با پایتون | ChatGPT With Python 🤯😊

It shows an advanced RAG with Reflection where LangGraph is used for workflow management.

Claude Code in Feishu. WebSocket streaming, all message types, doc auto-fetch, zero-cost.同类型也有 cc-connect，但cc-connect 为了兼容 9 个平台 6 种 Agent，架构上必须做抽象层，消息要在平台适配器和 Agent适配器之间来回转，链路长了自然慢。feishu-bridge 只做飞书到 Claude Code这一条直线，没有中间层，消息直接透传。多平台是 cc-connect 的优势，但如果你只用飞书，那些适配代码就是纯开销，既拖速度又加故障点。

GenAI with Google Gemini: 5 transport approaches REST → Streaming → SSE → WebSockets → gRPC

Python script to cross-validate an assistant workspace