Langchain OpenGPTs AI technology Top Builders

Explore the top contributors showcasing the highest number of Langchain OpenGPTs AI technology app submissions within our community.

OpenGPTs

OpenGPTs, powered by LangChain's technology stack, offers developers a versatile framework for harnessing AI capabilities. Leveraging over 60 language models, LangSmith's prompt customization, and a suite of 100+ tools, OpenGPTs provides unparalleled control and flexibility in AI model configurations.

General
Author	LangChain
Repository	GitHub - LangChain OpenGPTs
Type	Customizable AI Model Framework

Framework Overview

OpenGPTs serves as a customizable AI framework, allowing users to fine-tune language models, prompts, tools, vector databases, retrieval algorithms, and chat history databases. This level of control surpasses direct usage of OpenAI, enabling developers to interact with APIs directly and craft tailored user interfaces.

Technology Tutorials

👉 Discover more OpenGPTs Tutorials on lablab.ai

Customization

1. Language Models (LLMs): Select from over 60 LLMs integrated with LangChain. Note the varying prompts required for different models.
2. Prompt Customization: Debug and fine-tune prompts with LangSmith for enhanced accuracy.
3. Tool Integration: Access a diverse suite of 100+ tools provided by LangChain or easily create custom tools.
4. Vector Databases: Choose from 60+ vector database integrations within LangChain.
5. Retrieval Algorithms: Optimize retrieval algorithms based on project requirements.
6. Chat History Databases: Tailor chat history databases to suit specific project needs.

Agent Types (Default):

"GPT 3.5 Turbo"
"GPT 4"
"Azure OpenAI"
"Claude 2"

OpenGPTs' appeal lies in its high level of customization compared to direct usage of OpenAI. Users gain control over language model selection, seamless addition of custom tools, and direct API utilization. Furthermore, developers can craft custom UIs as needed.

Utilize OpenGPTs to harness the power of AI tailored precisely to your project requirements.

For a deeper dive into usage and configuration, refer to the OpenGPTs Documentation.

Edit on Github

Langchain OpenGPTs AI technology Hackathon projects

Discover innovative solutions crafted with Langchain OpenGPTs AI technology, developed by our community members during our engaging hackathons.

AI-Powered Smart School Connectivity

Access to high-speed internet is essential for modern education, yet many schools, especially in remote areas, lack proper connectivity. Traditional approaches, such as building new 5G towers, are expensive and inefficient. Our project leverages Artificial Intelligence and mathematical modeling algorithms to classify schools based on their connectivity needs and generate the most cost-effective scalable expansion strategy. Using AI-powered clustering techniques, we analyze school locations, existing network coverage, and infrastructure constraints to categorize schools into four main types: 1 - Fully Connected Clusters: Single or groups of schools where all have internet connection. 2 - Partially Connected Clusters: Groups of schools where at least one already has internet access. 3 - Isolated Clusters: Multiple schools with no existing internet infrastructure. 4 - Remote Standalone Schools: Single schools lacking any connection. Our mathematical optimization model then determines the optimal network expansion plan, recommending the most efficient infrastructure improvements. By intelligently leveraging existing connectivity and optimizing the placement of additional access points, we provide universal school connectivity with minimal cost and maximum efficiency. Key AI Features and Benefits - AI-Driven Classification & Clustering: Algorithms analyze geographical, infrastructure, and network data to classify schools and group them strategically. - Network Optimization: Mathematical models forecast the best expansion strategy, ensuring connectivity with the least infrastructure investment. - Cost-Efficient & Scalable Solution: Data-based decision-making enables rapid scalability and adaptation to different regions. This project is designed for governments, NGOs, and telecom providers seeking AI-driven, data-backed solutions to bridge the digital divide in education efficiently and affordably.

Ai powered Network monitoring and Troubleshooting

This project introduces an innovative approach to network management by integrating Al-powered network monitoring with a voice-enabled chatbot. The primary goals are to proactively predict network failures and simplify the often complex process of network troubleshooting. Traditional network monitoring systems tend to be reactive, alerting administrators to issues only after they occur, and often require specialized expertise to interpret the data. This project offers a solution by leveraging artificial intelligence to predict potential failures before they impact network performance, coupled with a user-friendly, voice-enabled chatbot to assist with resolving network issues. Imagine being able to anticipate a network outage before it happens, and then resolving the issue with a simple voice command. This project showcases the powerful integration of Al, voice technology, and network monitoring. Key components include Al for failure prediction, weather-based monitoring, a voice chatbot, and email alerts, creating a comprehensive and intuitive network management system.

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

SupplyGenius Pro

Core Features 1. Document Processing & Analysis - Automated analysis of supply chain documents - Extraction of key information (parties, dates, terms) - Compliance status verification - Confidence scoring for extracted data 2. Demand Forecasting & Planning - AI-powered demand prediction - Time series analysis with confidence intervals - Seasonal pattern recognition - Multi-model ensemble forecasting (LSTM, Random Forest) 3.Inventory Optimization - Real-time inventory level monitoring - Dynamic reorder point calculation - Holding cost optimization - Stockout risk prevention 4. Risk Management - Supply chain disruption simulation - Real-time risk monitoring - Automated mitigation strategy generation - Risk score calculation 5. Supplier Management - Supplier performance tracking - Lead time optimization - Pricing analysis - Automated purchase order generation 6. Financial Analytics - ROI calculation - Cost optimization analysis - Financial impact assessment - Budget forecasting 7. Real-time Monitoring - Live metrics dashboard - WebSocket-based alerts - Performance monitoring - System health tracking 8. Security Features - JWT-based authentication - Role-based access control - Rate limiting - Secure API endpoints -- Technical Capabilities 1. AI Integration - IBM Granite 13B model integration - RAG (Retrieval Augmented Generation) - Custom AI toolchains - Machine learning pipelines 2. Data Processing - Real-time data processing - Time series analysis - Statistical modeling - Data visualization 3. Performance Optimization - Redis caching - Async operations - Rate limiting - Load balancing 4. Monitoring & Logging - Prometheus metrics - Detailed logging - Performance tracking - Error handling

Patient Assistance App

Patient Input: Patients can enter their symptoms, medical history, or concerns into the app. This could range from describing a specific condition, reporting a set of symptoms, or even sharing their daily lifestyle and medical background. LLM-Driven Analysis: The app utilizes advanced language models that analyze the input provided by the patient. These models are trained on a vast dataset of medical knowledge, helping to identify potential conditions or concerns based on the data provided. Preliminary Medical Report: Based on the patient’s input, the app generates a preliminary medical report. This report offers insights into possible diagnoses, recommended next steps, and any potential lifestyle adjustments. It serves as an informative starting point for further medical consultation. Improved Doctor-Patient Interaction: The app enables more effective communication between the patient and the healthcare provider by delivering well-organized, structured reports. This helps doctors understand the patient's concerns more quickly, making their consultations more efficient. The report is not a definitive diagnosis but a tool to guide the doctor’s examination.

Optimise School internet price-performance ratio

Fact: Schools even when they have internet access, the quality may be lower, and the bandwidth not enough compared to what is really available in the country / area (Fiber or 4/5G versus DSL / 3G) and what they pay for. Idea: Benchmark actual school service performance with what is available for the public / enterprise / Government entities. Objective: Raise awareness! Trigger a tender to select new providers for given regions / countries – Get a new internet access contract with better price / performance ratio. How: Compare school internet access quality with in country internet access quality (average public or enterprise if available) to compare the Gap between Schools, Hospital and Public Administrations and Enterprise ! Metrics: Network download speed, Upload speed and latency