Data agents

A modular, self-contained file format for executable AI prompts, logic, and data.

🐉 Dungeons & Dragons RAG Exploration 🎲

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

Convert, extract, and process documents from the command line

AI-powered Chrome extension with voice commands, page insights, Highlight & Ask, Groq/Gemini chat, and multi-tab research

Tired of LLMs citing fake papers? renderscholar is a Google Scholar scraper (inspired by Andrej Karpathy’s rendergit) that pulls real papers, ranks them by relevance/citations/recency, and outputs an HTML file with a Human view for browsing and an LLM view for safe copy-pasting into models.

A tool to send requests to OpenAI in the form of natural language, get responses, interact, save prompts, use custom data and more

🌐 🔍 Logic and UI model of Interactive dynamic dialog instructing and data processing control with single-field chatbot interface provides guided, sequential data entry and storage to simplify, minimize, modernize and speed up routine in the user interface, just make long registration query form fun =) 😏

Solucionar al reto #2 en el DataHack ExpoTenologia Pascual Bravo 2026

Telegram Chat/Newsbot built on flask framework using dialogue flow deployed on Heroku.

Enterprise-ready AI chatbot built with Next.js — fully customizable with admin controls, token budgeting, user management, access control, and usage analytics for teams and organizations

NLTK Based Chatbot with intents

Tensorflow Chatbot trained with Cornell movie-dialog corpus

Chatbot construido com o framework Rasa para responder dúvidas referentes ao COVID-19.

Fully functional quiz application

This model primarily generates emotionally supportive dialogue in response to the user input, whilst it infers the type of user’s emotion, its intensity and the treatment strategy as a rationale.

The Financial Portfolio Analytics Bot is a cutting-edge web application designed to provide users with intelligent insights into their investment portfolios. By leveraging the power of OpenAI's GPT-3.5 model, this bot engages in intelligent conversations, offering expert-level financial analysis and more.

LLM-based course QA system (RAG)

This project uses Dialogflow Sentiment Analysis and makes the transition of conversation between the dialogflow agent to a human operator based on a negative sentiment score.

A curated collection of advanced AI, ML, and NLP projects—including recommenders, chatbots, prediction systems, and more. Each project is end-to-end, production-ready, and demonstrates real-world applications of modern data science and generative AI. Perfect for learning, showcasing, or building upon!

A smart chatbot on desktop which gets into whatever role you tell it. Sentiment analysis also built-in.

A Chat bot is a computer program that simulates human conversation through voice commands or text chats or both. This feature that can be embedded and used through any major messaging applications. AI enables computers to analyze and understand the human language.

A Streamlit-based AI chatbot offering compassionate mental health support using models like Mistral, LLaMA, DeepSeek, and Cohere. It provides uplifting responses, self-care advice, and personalized guidance from a curated dataset. With an intuitive UI and chat history retention, it serves as a comforting AI companion for emotional well-being.

Question-answering interface for PDF documents using natural language

A chatbot that read pdf files and give answers about that, Uses Dall-E model to get images, and you can use gpt 4 model in streamlit web Interface. Started september 2023.

Here we aim to develop a software plus hardware that uses AI based algorithms to determine if the user is under any sort of physical/mental/emotional trauma and thus under any sort of depression. The bot is capable of generating an report for the user and also alerts his/her care-taker in case of threats to life and severe symptoms of depression using the GSM module. Also using the camera module the Chatbot is capable of deterring the mood of the user using facial expressions. The chatbot is very interactive with the user and can perform tasks such as setting alarms, remainders, to-do-lists etc. The chatbot is integrated into Raspberry Pi3 and thus converted into a mobile robot which follows its user and then interacts . The robot is fitted with sensors to detect fire, smoke and gas in case of emergencies. And Our research shows that by using this chat-bot the level of depression of user decreases gradually.

The ChatGPT Failures Archive is a repository that collects and documents instances where ChatGPT, a language model developed by OpenAI, does not provide accurate or satisfactory responses. It serves as a valuable resource for researchers, developers, and users interested in understanding the limitations and potential pitfalls of ChatGPT.

KakaoTalk Chatbot answers with naver kin data

Revolutionize your health with DoruqHealthSystem: AI-driven insights at your fingertips for smarter, proactive wellness management.

An app for women to share their experiences, seek help, start petitions and gain news insights.

Now a days businesses also use chatbots to increase productivity and provide a better customer experience. This demo aims to automate the banking experience for customers regarding loan applications using Watson Studio machine learning, Cloud function, and then extend the Watson Assistant chatbot’s capabilities by connecting it to WhatsApp using Twilio. We will be using Twilio’s sandbox to show how this integration works.

Qubic AI is an intelligent chatbot powered by Google Generative AI Gemini, featuring a user-friendly interface, efficient state management with Bloc, and local chat history storage with Hive.

An open source chat and reminder application built with Convex, Clerk, and React. This application features real-time chat, task management, and an administrative dashboard for moderation.

A smart Solution for mental health checkup with aid of ML , applied with Firebase to store data and a dedicated ARCore App to make it interactive. Feature includes Dialogflow implementation and AudioPlaying capabilities to highlight the features presented

RAG with branching search based on knowledge domains. Uses Qdrant or Marqo DB as the database.

Chatbot baseado em IA que usa RAG para buscar e gerar respostas sobre documentos como o Diário Oficial.

GUI application that performs knowledge distillation from OpenAI models to smaller Hugging Face models for efficient text classification tasks.

Automagically do a deep check of metadata quality of your DCAT OGD offering.

A Python Package for retrieving Federal Reserve Economic Data at Scale and feeding it to OpenAI

An automated calling solution that uses AI to make sales calls for Call Worklog AI product, assist with customer queries, and update customer information in a database.

A secure emotion-aware text processing system that combines RSA encryption with AI-powered emotion analysis.

An educational and research-based exploration into breaking the limitations of LLaMA models using advanced prompt engineering techniques, including DAN (Do Anything Now) prompts, to unlock unrestricted access and capabilities. This repository contains only theoretical explanations and is intended solely for ethical and educational purposes.

A simple npm package to perform requests as a user on the OpenAI ChatGPT page.

🐙 Meta-AI Orchestrator unifies multiple LLMs with dynamic routing, RAG search, and DAG pipelines for enterprise AI workloads across providers, with observability and QA.

Simple recommendation chatbot with graph database

Data enrichment with AI for pandas DataFrame

This project explores the use of various NLP techniques to classify companies by analyzing their textual descriptions

ScienceSwarm is a local-first AI research workspace.

Predicting Dementia Based on Speech Using GPT-3 Text Embeddings.

AI Voice Assistant using Flutter , OpenAI and the bot supports four languages: English, Kannada, Tamil, and Telugu. It responds to predefined personal questions with context-aware answers and fetches live data for queries

Automate Job Search & Analysis Using AI

Advanced AI-powered research tool with human-like reasoning capabilities. Implements Tree of Thoughts and ReAct methodologies for deep, multi-step research.

LLM Benchmarks for everyday business intelligence tasks / company data: Embedding Evaluation. Embedding Classification.

An AI-powered resume builder that converts a single text prompt into a professional, ATS-compliant, recruiter-ready resume. Features multiple AI providers (OpenAI, Gemini, Grok) for reliable processing and intelligent data extraction. Built for hackathons and quick deployment.

Extract structured data from residential lease PDFs using OCR and AI. Outputs tenant info, rent, dates, and terms as clean CSV/Excel.

Big Five Personality Analysis based on Twitter (X) posts.

This AI Platform, built with Next.js 13, React, and Tailwind CSS, offers a rich, interactive experience with features like AI-powered image, video, conversation, and music generation (OpenAI, Replicate AI), Clerk authentication, Stripe subscriptions, and robust error handling. It showcases advanced data handling & routing with modern web practices.

GraphRAG for Legal AI: Context-aware contract analysis using Neo4j, OpenAI and the CUAD dataset.

A cost-efficient, AI-powered tool for discovering archaeological sites in the Amazon basin using satellite imagery, LiDAR data, and historical records. Built for the OpenAI to Z Challenge.

multi-LLM deep research pipeline

AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment — all from your phone. Open source, used in active treatment.

🧠Behavior Change as a Service🌞

Which NBA player does r/NBA hate the most? Sentiment analysis of 1.57M Reddit comments from the 2024-25 season.

LLM / AI data science agent, using Anthropic's Claude and PANDAS

Highly flexible RAG system with advanced document parsing and audio processing.

This demo presents Elysia, an open-source framework for building agentic RAG applications on top of Weaviate. It shows how Elysia connects to your data, decides dynamically which tools to use, and displays results in intuitive formats.

A large model communication platform based on Baidu ERNIE and STreamlit

Curated List of Research Papers

Semnet efficiently constructs graph structures from embeddings, enabling graph-based analysis and operations over large collections embedded texts, images, and more.

Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray

Nifty 50 Companies Annual Reports Companion.

Our AI Financial Advisor is designed to revolutionize how users interact with financial and investment data by integrating advanced AI techniques. At the core of our application is a sophisticated model that employs embeddings and RAG to provide accurate and insightful responses to user queries.

The Agriculture Assistant is an LLM-powered system aiding farmers with agricultural advice. It has Frontend (React), Backend (Python), and RAG subsystems, supporting text/image/audio input, Mandarin audio output, and knowledge retrieval via vector databases.

SCIST x SCAICT Camp 2026 聯合寒訓 AI 系列課程 - 教材與原始碼

Welcome to the Mixtral 8x7B offloading demo repository! This project aims to demonstrate the seamless execution of Mixtral-8x7B models on Colab or consumer desktops.

CustomKB transforms your documents into AI-powered, searchable knowledgebases with state-of-the-art embedding models, vector search, and language models to deliver contextually relevant answers from your data.

About A simple RAG (Retrieval-Augmented Generation) app built with Streamlit. Upload PDFs, ask questions, and get context-aware answers using Qdrant and Hugging Face Transformers.

A journalist that knows lots of news about AI!📰💻

AIVO is an AI-based qualitative research suite designed to find and extract relevant information from custom data store for a smooth and efficient qualitative research experience using generative AI. Enabling innovate search operations like RAG, RFG, Batch Processing, Serialized Search, etc.

An agentic graph-based Retrieval-Augmented Generation (RAG) system for querying PDFs and the web, built with LangGraph, Gemini LLM, ChromaDB, and Streamlit. Features intelligent multi-node workflows for ingestion, retrieval, web search, and reasoning.

Course material for the DSD bootcamp on combining large language models with vector databases.

A curated collection of papers, frameworks, tools, and resources on Retrieval-Augmented Generation (RAG). Maintained for students of the Text Mining and Data Visualization course as a starting point for thesis research.

Secure FedRAG framework for distributed health data search and knowledge exchange

LearnAbility is a comprehensive learning platform designed to provide an accessible, personalized, and inclusive educational experience for all users—especially underserved communities and students with disabilities.

Demo showing how the Trustworthy Language Model add reliability to LLM outputs and improves RAG, agents, and data enrichment worfklows. can be used to improve fine-tuning of LLMs, accuracy of LLM outputs, and smart routing for RAG and agents.

RAG-based application for Q&A with data from your Confluence Wiki using LangChain, ChromaDB, AWS Bedrock or Ollama.

Analyzing the performance of Mamba-based vs. Transformer-based Retrieval Augmented Language Models over increasing k number of chunks retrieved.

Root Cause Analysis of Task Plans implemented using BehaviorTrees using ChatGPT

针对有旅行意愿，但是没有时间规划行程，或在旅途中想要获得帮助建议等问题，开发了一个基于Spring AI框架的智能旅游咨询平台。项目采用RAG检索增强生成技术构建专业知识库，通过Tool Calling、MCP协议集成多种外部工具服务，实现具备自主规划能力的AI Agent智能体，为用户提供旅行方面困惑的咨询服务。

NLP (Natural Language Processing)

A playground for LangChain.js, LangGraph, NewRelic GraphQL, Sentry, Slack, Model Context Protocol (MCP) and other LLM-related tools.

Facilitate the creation of graph-based Retrieval-Augmented Generation (RAG), seamless integration with OpenAI to enable advanced data querying and knowledge graph construction.

Chat with your GitHub repository using RAG and Elasticsearch as a Vector Database

Full featured aggregation of all your AI agents in single vector database for full MCP search.

Production-ready support ticket classification using Unity Catalog AI Functions, Vector Search, and RAG. Features 6-phase workflow, knowledge base integration, and Streamlit dashboard.

MCP server for intelligent paper/PDF management with RAG capabilities

LexiFIR is a mobile app built to aid the Madhya Pradesh Police by addressing the lack of legal expertise. Featuring a conversational chatbot, it assists in investigations, collecting evidence, providing landmark court judgments, legal training and analyzing crime patterns across India, enhancing law enforcement and efficiency.

MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset