Python agents

YouTube - Too Long; Didn't Watch

RockTalk is a private, locally running chatbot using Streamlit for the frontend, LangChain for the logic, and Amazon Bedrock as the backend. The webapp provides a user-friendly interface for interacting with various Language Models (LLMs) with advanced features for customization and data input, while keeping your session data local and private.

Rizz glasses (CarletonU Hackathon)

The method of re-ranking involves a two-stage retrieval system, with re-rankers playing a crucial role in evaluating the relevance of each document to the query. RAG systems can be optimized to mitigate hallucinations and ensure dependable search outcomes by selecting the optimal reranking model.

Building a semantic search engine using LangChain and OpenAI

Intelligent PDF Summarizer and Inquiry Companion

A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.

Ailixir is an application that utilises LLMs and custom user input to generate AI agent prototypes specialised in fields such as health, economics, physics etc. The prototypes enable the user, which is an entrepreneur-developer, to compare the results produced by different LLMs.

LLM agent that provides tools for convenient work with personal documents using voice or text.

This repo mainly encapsulates an LLM model + front-end + back-end for generating stories for children. It was a personal project in April last year and is now open source.

Python-based system designed to transcribe audio files, split the transcripts into manageable chunks, create text embeddings using HuggingFace models, and employ advanced question-answering models for retrieval-based QA.

A Langchain app that allows you to chat with multiple PDFs

🤖 Agentic, open-source resume tailor that auto-optimizes your CV for any job description using ai agents— for Hacktoberfest 2025! 🎃

A RAG (Retrieval-Augmented Generation) AI chatbot that allows users to upload multiple document types (PDF, DOCX, TXT, CSV) and ask questions about the content. Built using LangChain, Hugging Face embeddings, and Streamlit, it enables efficient document search and question answering using vector-based retrieval. 🚀

A hands-on RAG application that converts natural language questions into SQL queries for a real estate database. Built with LangChain, FastAPI, Streamlit, and OpenAI GPT-4o-mini. Perfect for learning Retrieval-Augmented Generation and LLM-powered database interactions.

A fastapi wrapper of babca / python-gsmmodem for a waveshare sim7600x. Not an exact copy of the 'python-gsmmodem' so be sure to uninstall that lib or venv to run | Open-source Twilio with LLM batteries

A temporary/working memory system that assists REMO in handling LLM memories

Driving Dynamic Multi-Participant Chat Interactions for AI and Human Discourse 🤖

Tool for executing C/C++ code snippets with Langchain Agents.

This is a toy Web application written in Flask, featuring a Medical Assistant Chatbot powered by Large Language Models (LLMs) and Retrieval Augmented Generation (RAG).

LLM-powered Quantitative research assistant which combines financial data, quantitative models, and natural laungage generation to produce insightful market research reports. AI/ML + FinTech Engineering

A personal learning space for LangChain, featuring code snippets, notes, and mini-projects to explore LLM integrations. Ideal for beginners aiming to learn quickly through structured examples.

A RAG pipeline that doesn't trust its own answers. 4 AI agents collaborate to route queries, retrieve docs, synthesize answers, and catch hallucinations automatically.

This is the research agent powered UP with most capable GPT-4o model to do the research using several tools like graph generating, web searching , web scraping and access research document databases.

This is a AI Agent developed during a college project for the Machine Learning class. It is trained using the PokeAPI with the PokeBase library from Python and RAG documentation provided by Bulbapedia.

LM Studio에서 실행하는 로컬서버의 LLM과 임베딩을 이용하여 RAG 웹 챗봇 만들기

SmartRAG is a terminal-based RAG system using LangGraph. It processes queries by retrieving relevant content from markdown or PDFs, then responds using OpenAI GPT. Supports webpage-to-PDF conversion, vector DB search, and modular flow control.

On-Premise AI Powered Research Assistant Right In Your Terminal

Domain-agnostic agent orchestration platform. Django + HTMX dashboard, containerized specialist agents, natural language scheduling, multi-provider LLM support.

This AI-powered app enables users to ask questions to their Notion database using natural language.

A german workshop where you learn how to build RAGs with Langchain

AI Data Science Tutor powered by Google Gemini 1.5 Pro Latest offers multi-chat support, persistent memory, voice-to-text input, and IP banning for security. Users can create, rename, and delete chats, ensuring a seamless, secure, and intelligent AI-powered Data Science learning experience. 🚀

NewsBot is an AI-powered Q&A tool that answers questions from uploaded PDFs or web article URLs using LangChain, OpenAI, and Streamlit.

AI Generated text adventure RPG with fully configurable mechanics

Meet MySQL Assistant: Access database info seamlessly with natural language. No SQL expertise required. Simply ask questions, receive clear responses.

RAG (Retrieval-Augmented Generation) app integrated with a voice assistant and knowledge base management system.

Financial Analysis Agent that can get accurate data for a selected company and perform fundamental and technical analysis

基于本地知识库的轻量化对话机器人

DocuMentor is a sophisticated chatbot application designed to assist users in extracting valuable information from uploaded PDF documents. Users can upload PDF files, chat with the AI chatbot to ask questions or seek information related to the document, and receive well-informed responses.

LLMOps API 是一个基于 Flask 的 API 服务，用于构建、管理和部署基于大语言模型的智能体应用。该项目集成了 LangGraph 和 LangChain，提供了一套完整的工具链，用于创建具有状态、多角色的智能体应用程序。

This project implements an Agentic RAG (Retrieval Augmented Generation) Chatbot, initially accessible via a web interface. The bot's primary role is to serve as a genuine and professional company assistant, capable of engaging with clients, understanding their needs, and effectively guiding them towards purchasing our services and products.

An Open source version of FileQueryBot. Unleash the power of conversational AI on any document. Upload or link files in any format - PDF, TXT, PPTX, DOCX, and more - and let FileQueryBot answer your questions with precision and ease.

Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.

A Flask-based onboarding chatbot utilizing Retrieval-Augmented Generation (RAG) with Llama 3.1:8b, powered by LangChain. Designed to assist new employees with onboarding tasks through intelligent, context-aware responses.

AI chat/voice assistant designed to calculate medical scores

This repository is a mental health chatbot implemented using LangChain

Emotional Chatbot AI Question & Answer Text-Generation Knowledge-based on Formula 1 sport.

GraphRag based chatbot built using LangChain and Neo4j, designed for hospital systems. The chatbot retrieves structured and unstructured data about patients, visits, physicians, insurance payers, and hospital locations. This project also explores integrating graph databases and deploying the chatbot using FastAPI & Streamlit

Upload PDFs, ask questions, and get answers with source references using LangChain, Gradio, and local document storage. An open-source AI-powered Q&A tool with source transparency.

This talk was about how to build intelligent chatbot using OpenAI, Langchain, and Firebase.

SQL Agent powered by LLMs

Cargo is an AI-powered advanced multimodal RAG chatbot designed to enable automotive companies to interact effectively with their extensive user manuals.

Rag Tools for Retrieval QA

Ai driven - command line tool to perform goal-based web searches

Recipe Generator Chatbot 🤖 is designed to assist users in finding and creating delicious recipes tailored to their preferences.

A modular multi-agent system framework leveraging Streamlit and Langgraph to coordinate complex tasks through a dynamically configurable, user-friendly interface.

This project is an automatic web scraper that uses the LLM Ollama gpt-oss:20b to parse the body content of a web page. The application is built using Streamlit for the user interface and various Python libraries for web scraping and parsing.

llm_adaptive_router: Given the following query and candidate models, selects the most appropriate model

We will use langchain and OpenAI to create prompts, scrape web for a given user, find the linkedIn profile, grab the information from the linkedin profile and build a persona around that individual. It will help you to get an idea of who someone is in brief. Thier interests, thier profession.

This project utilizes Crew AI, Python, and ChatGPT to generate informative and engaging AI newsletters.

AI-powered conversational agent for barber shops using RAG, Prompt Engineering, and LLMs. Automates WhatsApp support 24/7

基于LangGraph构建的智能体系统，通过FastAPI暴露OpenAPI接口，实现智能体编排功能。

ContextAgent is a production-ready AI assistant backend with RAG, LangChain, and FastAPI. It ingests documents, uses OpenAI embeddings, and stores vectors in ChromaDB 🐙

An AI assistant for automated metadata generation in markdown blogs, also providing content understanding, summarization, etc.

LLM-Compiler is an architecture that improves LLM task execution by planning, scheduling, and executing subtasks efficiently, inspired by how compilers optimize programs.

Fine-tuned Llama 3.1 8B · QLoRA · RAG serving stack · FastAPI · Pinecone · Azure

🚀 Community-driven Naver integrations for LangChain! Seamlessly connect Naver's search, translation, and AI services with LangChain to build powerful AI-driven applications

AI-powered YouTube Q&A Assistant that extracts video transcripts and lets you chat, summarize, and semantically search the content using a RAG pipeline (LangChain + ChromaDB + MiniLM embeddings) with OpenRouter LLMs—grounded answers, minimal hallucinations.

Your Study Copilot 🤖; A Comprehensive Suite of AI-Powered Study Assistants.

LINEBot 透過 EmbedChain 來建立客服小幫手（範例）

a LangChain SQL Agent that enables intuitive interaction with SQL databases

Sample project to connect Microsoft teams via (Power Automate) to Google Vertex AI project

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A powerful Streamlit app that enables seamless interaction with multiple large language models (LLMs) using various media inputs, featuring advanced options for multi-modality, voice responses, chat, summarization, and agent-based tools.

A demo project to build a Google Cloud Certifications Chatbot using Langchain, Google Cloud AI Platform, and Vertex AI.

An intelligent audio analysis tool that automatically transcribes and enables semantic search of audio recordings using Whisper and LangChain.

Check out the blogppost!

BedrockChat acts as a conversational interface, leveraging generative AI models fine-tuned on your content.

Using CrewAI and RAG to build a senior high school QA System and leetcode solver

A Python library for language detection and translation using langchain ChatModels

Repo-gniton is an intelligent tool that helps developers understand, navigate, and work with code repositories. It dynamically ingests GitHub repositories, parses code and documentation, and prepares them for retrieval and AI-powered assistance.

Swarms-Example-1-Click-Template by swarms.ai

Advanced semantic text chunking with custom structural markers, whole-text coherence preservation, and flexible token management. Features async processing, LangChain integration, and dynamic drift detection. Ideal for RAG systems, augmented text processing, and domain-specific document analysis.

An interactive Tic-Tac-Toe game where three AI agents work together using CrewAI as the agent framework and MCP for distributed communication.

A chrome extension that converts long boring vidoes into short concise text using CREWAI and OLLAMA.

Generate production-ready multi-agent AI projects from plain English. Supports CrewAI, LangGraph, WatsonX Orchestrate, CrewAI Flow, and ReAct with built-in sandbox verification, OllaBridge/Ollama inference, and enterprise wizard UI.

Manage Notion tasks efficiently with CrewAI using an agent-driven workflow.

The Satellite-Dispatch is an CrewAI-driven platform designed to facilitate disaster response and recovery efforts using satellite technology.

Novelist agent by autogen

ai; with a little sandbox for them to play.

Evoking excitement.

ResuMate: AI-powered resume screening app using Streamlit, OpenAI, and LlamaIndex. Automate candidate evaluation and boost hiring efficiency.

Kubernetes-Powered Semantic Code Search System

Modular role‑playing chatbot framework built on LlamaIndex & Melobot — supports RAG‑driven role‑play and general QA, with built‑in scheduling (including daily RSS news aggregation) and admin features, offering both OneBot V11 (QQ) and CLI adapters.

Turn PDF into Notes in seconds📝

Deep Research - Built to tackle complex, layered queries through iterative reasoning and web search. It decomposes queries into steps, synthesizes information from diverse sources, and refines answers through self-evaluation. Web search is powered by a multi-agent system, where specialized agents extract and evaluate content in parallel.

Multi-agent cognitive alignment backend for controlled collaboration.

The only fully open source Cloud Agnostic Semi-Declarative Python framework for AI agents. Build single agents or multi-agent teams with streaming events, parallel execution, and full observability. Cloud-agnostic, simple, no PhD required. Use its industry first Sixth Sense to have agents communicate globally in real time over any boundary.

[ICML 2024] Official environments and JAX-implementations for "Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments"