Langchain AI technology page Top Builders

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

LangChain

Large language models (LLMs) are emerging as a transformative technology, enabling developers to build applications that they previously could not. But using these LLMs in isolation is often not enough to create a truly powerful app - the real power comes when you are able to combine them with other sources of computation or knowledge. This library is aimed at assisting in the development of those types of applications.

General
Repository	https://github.com/hwchase17/langchain
Type	Large Language Model framework

LangChain - Resources

Resources to get stared with LangChain

LangChain GitHub Repository
Documentation Documentation for LangChain

LangChain - Use cases

Use cases for LangChain

Question Answering over specific documents Documentation for Question Answering over specific documents
Chatbots Documentation for Chatbots build with LangChain
Agents Documentation for Agents systems build with LangChain

LangChain - Example Projects

Implementations of LangChain

Question Answering on Financial Data PDFs Chat with financial documents (quarterly investor update PDFs) in this case
Code Understanding - Chat with GitHub repo Chat with any number of codebases with context
Question Answering over Notion Database Ask questions to your Notion database in natural language
Chat-LangChain Implementation of a locally hosted chatbot specifically focused on question answering over the LangChain documentation
GPT+WolframAlpha Demonstrates a conversational agent implemented with OpenAI GPT3 and LangChain

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Langchain AI technology page Hackathon projects

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

Vectonic - Optimized App Creator And Publisher

Introducing **Vectonic** 🌐🔎✨ - the game-changer in business information retrieval! 💼💡 Are you tired of sifting through endless documents and notes to find crucial information? Look no further! Vectonic is here to revolutionize the way professionals handle data overload, saving both time and money. 🚀💸 With our cutting-edge AI-powered search engine, Vectonic takes precision and efficiency to a whole new level. No more mismatched search results or wasted hours trying to make sense of scattered data. 📈🔍 Imagine being able to easily access comprehensive insights and valuable data with just a simple query. Whether it's a formal report or a casual note, Vectonic's advanced technology ensures unparalleled accuracy and relevance, making it a must-have tool for junior executives and business professionals alike. 💥📊 By leveraging Vectonic's optimized app creation and publication features, junior executives can now effortlessly develop high-performance knowledge retrieval applications for their enterprises, streamlining operations and boosting productivity. 🌟💰 Join us on this journey to transform the way businesses organize and access information. Invest in Vectonic today and be a part of revolutionizing the world of data management! 🌍

BetterHealthAI

Better Health AI is a research initiative in the health care domain that explores and recommends Alternative Payment Model (APM) and Value Based Care (VBC) models. These models ties the payment to quality of health outcome while trying to reduce cost of care. There have been many care delivery and payment models attempted at state and federal level targeting various diseases, prevention, safety, infection, and other areas of health. The result has been mixed and some are undetermined. There have been many studies and reports have been published. This project attempts to scour the internet for different studies, published article and summarize the findings for recommendation. Users of this system can ask questions on various aspects of implementing such a model at state, community, local or federal level for better patient experience.

STDLink

STDLink simplifies the often confusing topic of STD education. Using advanced AI, our chatbot guides users through informative conversations, making learning engaging. We've integrated Vectara's powerful search capabilities, ensuring fast and accurate access to trustworthy information while safeguarding user privacy. Additionally, our interactive quizzes help reinforce learning in a fun way. By harnessing AI tools like Gemma 2B, Vectara, and LangChain, STDLink breaks down barriers to understanding and promotes awareness. With easy-to-understand explanations, private searches, and interactive quizzes, we're making STD education accessible and empowering for all.

QuizMasterVectara

This project explores the development of an AI-based quiz generation system using GPT-3.5 and Vectara to foster personalized and adaptive learning experience. Our methodology involved sourcing relevant structured dataset, data pre-processing, embeddings generation, vector database storage, hybrid-search retrieval, LLM feed, prompt engineering, and context-based response. The primary challenge addressed is the insufficient customization in quiz generation and overcoming the challenge of generating precise and contextually relevant quiz questions that minimize the risk of LLM generating incorrect or misleading information (hallucinations). We also have included an option for the user to upload their preferred document and let the app generate quiz. As the users answer the questions, the LLM will generate further questions adapting the difficulty level. The hallucination levels are found to be really low as per Vectara in-built evaluations. This is designed for interactive AI based user learning and is scalable to different arenas like education, online learning, and employee trainings.

MindPal - Your Creative Brain

Welcome to MindPal, your personal creative assistant and second brain 🤖! MindPal is not just another note-taking app; it is designed to help you organize your thoughts and ideas effortlessly. With MindPal, you can chat with your notes, add them easily, and never worry about forgetting anything! It also works both on pc and mobile thanks to it's dynamic interface, making your creative brain accessible to you whenever wherever. Advanced RAG Hackathon MindPal is a project developed as part of the Advanced RAG Hackathon, showcasing innovative applications of Retrieval Augmented Generation (RAG) technologies. We aim to push the boundaries of note management and creative assistance through this hackathon project. Features ✏️ Add Notes: Easily add notes to your brain by writing or dragging and dropping old notes. 📁 Organize Notes: View and organize all your notes in one place, making it easy to find what you need when you need it. 💬 Chat with Your Brain: Engage in conversations with your creative brain. Ask questions, recall memories, and get instant responses! Why MindPal? 🚀 Efficiency Boost: Spend less time searching for information and more time being productive. 🧠 Enhanced Memory: Never forget important details or ideas again. Your creative brain remembers everything! 🎨 Creativity: Unleash your creativity by having a reliable tool to capture and organize your thoughts.

Navigator

During this Hackathon, we delved into the feasibility of rapidly developing web-based businesses primarily powered by Vectara-supported agents. This innovative approach not only provides the flexibility to integrate Human-in-the-Loop systems but also supports continuous training opportunities. Our exploratory findings demonstrate that such a business model can significantly enhance operational efficiency and adaptability. By leveraging dynamic structures and automation, there is a marked reduction in reliance on manual processes and personnel. Moreover, this model promotes a comprehensive and transparent view of business operations, optimizing resource management and improving overall performance. Although this Hackathon served as an initial investigation into the feasibility of the Vectara solution-without full only conceptual implementation-our prior experience with Vectara Rag gave us confidence in the soundness of this approach. We stand on the brink of a transformative era in data management and business operations. The continued exploration and development of these technologies will be crucial in realizing their full potential. As we move forward, it is clear that much work remains, yet the path ahead is promising and ripe with opportunities for innovation.