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.

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

School Network Planner

The School Network Planner is a tool designed to enhance internet connectivity in schools, ensuring a smooth and uninterrupted learning experience for both students and teachers. In today’s digital age, stable and fast internet is vital for effective learning, especially with the increasing reliance on online education and digital resources. The planner uses data-driven insights to provide personalized network solutions tailored to the specific needs of each school. By collecting basic information such as the school name, village location, the number of classrooms, and the total number of students, the tool accesses a database to analyze the network requirements. It then recommends the most suitable Wi-Fi speed and bandwidth to ensure optimal connectivity for the entire school. The system considers factors such as peak internet usage times and high-demand areas like computer labs and staff rooms. This project specifically focuses on schools in the Sargodha region of Punjab, Pakistan. We used Python to gather and process the data, ensuring that the recommendations are based on accurate and up-to-date information about the region’s schools. This allows the planner to offer precise and effective solutions for each school’s unique setup. The planner also offers valuable advice on managing class schedules to prevent network congestion. It recommends distributing high-bandwidth activities, such as online lessons, across different time slots to ensure smooth internet use without interruptions. Additionally, it provides tips on prioritizing internet usage for classrooms that require more connectivity, helping schools efficiently manage their network resources. In conclusion, the School Network Planner empowers school administrators in the Sargodha region to optimize their internet systems, ensuring a reliable and cost-effective network for enhanced learning outcomes.

Wave Tracker

Wave Tracker simplifies mobile network analysis and optimization with a range of powerful features: → Easy Network Analysis: Helps users understand and improve mobile network performance. → Target Audience: Ideal for telecom professionals, engineers, and general users curious about network performance. → Input Data: Users can input MCC, MNC, Cell ID, LAC codes, or location data for area coverage analysis. → Data Fetching: Utilizes OpenCellID API to retrieve tower signal strength, location, and other key details. → Speed Predictions: Estimates internet speeds based on tower data and signal strength. → AI-Powered Insights: Offers suggestions for network optimization, such as tower selection and reducing interference. → Interactive Visualization: Displays network performance through dynamic charts for better clarity and actionable insights. In conclusion, Wave Tracker provides a comprehensive and intuitive solution for users to analyze and optimize their mobile network performance. By combining real-time data with AI-driven insights, it empowers individuals and professionals alike to make informed decisions and improve connectivity. Whether you're troubleshooting network issues or enhancing coverage in rural areas, Wave Tracker is the go-to tool for smarter, more efficient network management.

TranspareX

TranspareX is an advanced platform that leverages AI and blockchain technology to redefine fund management by making it transparent, efficient, and secure. With Ethereum-powered smart contracts, fund releases are automated, reducing delays and minimizing human errors. A user-friendly, real-time dashboard offers stakeholders full visibility into transactions, fostering trust and accountability in financial workflows. Built using React.js for the frontend, Flask for the backend, and integrated with Python (AI/ML) and SQL databases, TranspareX prioritizes secure, tamper-proof fund tracking. Designed for organizations, NGOs, and businesses, this platform bridges technology and trust, setting a new benchmark for financial transparency.

RevisitInk - Healing Memories

Revisit Ink is a personal therapy app that helps users to heal their memories via text, audio, images and videos. We all have memories that deserve healing! Our brains function in a way that capture every incident of our lives as memories and moments, we might hold on to some memories and attach ourselves to them in a particular way or have emotions around them, currently all therapy and meditation apps in the market focus on techniques that help users to meditate, sleep or focus on other forms of healing - but what all of them miss is the concept of how brains and humans function! We all have ideas, thoughts, feelings, emotions attached to our memories, moments, dreams, nightmares etc! We are using capabilities of LLM's to generate healing text, using Llama and Aria to generate images for user memory inputs and using Allegro to generate healing videos according to user inputs! The outcome is users getting a personalized therapy and healing their memories via our app! This idea is clinically tested among psychologists and psychiatrists around the world and with their feedbacks, we have been developing more about it!