Python agents

Explore the realms of graph databases with Neo4j, dive into Cypher queries, and integrate LLMs for dynamic data insights with Langchain. A personal journey to master graph data.

RAG chatbot using Llama 2, chainlit and Faiss

AI Chatbot with Streamlit, Langchain, and Mistral7b with conversational memory

LangServe 템플릿 코드

A LangChain-based AI agent that generates and posts professional LinkedIn content from user input using OpenAI and the LinkedIn API.

RAG system for chatting with documents using OpenAI & Anthropic, supports PDF/DOCX/TXT/MD with semantic search and source citations

Chat with documents via a chatbot using LLMs

Experimental langchain utilities

[IMPORTANT: This library is now part of LangChain, follow its official documentation] A caching layer for LLMs that exploits Elasticsearch, fully compatible with LangChain caching, both for chat and embeddings models.

Comprehensive agents and an interactive UI built using conventional web dev stack.

A custom chat agent implemented using Langchain, gpt-3.5 and Pinecone. Implements memory management for context, a custom prompt template, a custom output parser, and a QA tool.

Langchain RAG model, with output streaming on Streamlit and using persistent VectorStore in disk

基于 LangGraph 实现的聊天机器人，接入 DeepSeek、Qwen、智谱 AI 多个 LLM 模型，支持在线搜索和文件解析。

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

🩺 AI Medical Bot is a smart chatbot that answers medical questions using uploaded biomedical texts, powered by Llama3, LangChain, hfAPI and Pinecone.

Retrieval-augmented generation (RAG) LLM app

🩺 Imagine a Conversational AI assistant on your WhatsApp that helps you understand your symptoms and get potential diagnoses & treatment suggestions from reliable sources tailored to your symptoms.

Meet WebHive, the AI-powered browser that takes care of tasks for you. No more endless clicks, tell it what you need, and it gets it done.

Learn how to build a Retrieval-Augmented Generation (RAG) system from the ground up! In this session, you’ll break down the pipeline, see practical examples, evaluate retrieval quality, and learn tips for deploying a reliable RAG service. Ideal for developers who want to add factual, up-to-date knowledge to their AI apps.

We compared LangChain, Fixie, and Marvin

This is the repository for a Streamlit application that helps with job applications. This app integrates OpenAI LLMs for building tailored resume and cover letter for a Job description.

An advanced AI-powered virtual assistant capable of long-term memory and real-time interaction using various tools and technologies. This project provides unique features like GitHub repository management, face recognition, camera-based object detection, screen interaction, and Google Lens-like search.

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)

Pre-execution reliability gate using UQLM for LLM output stability

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.

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".

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.

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).

The first serverless vector database (2023). Stateless compute + object storage, open source Python. pip install 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.

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

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.

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