LlamaIndex AI technology page Top Builders

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

LlamaIndex: a Data Framework for LLM Applications

LlamaIndex is an open source data framework that allows you to connect custom data sources to large language models (LLMs) like GPT-4, Claude, Cohere LLMs or AI21 Studio. It provides tools for ingesting, indexing, and querying data to build powerful AI applications augmented by your own knowledge.

General
Author	LlamaIndex
Repository	https://github.com/jerryjliu/llama_index
Type	Data framework for LLM applications

Key Features of LlamaIndex

Data Ingestion: Easily connect to existing data sources like APIs, documents, databases, etc. and ingest data in various formats.
Data Indexing: Store and structure ingested data for optimized retrieval and usage with LLMs. Integrate with vector stores and databases.
Query Interface: LlamaIndex provides a simple prompt-based interface to query your indexed data. Ask a question in natural language and get an LLM-powered response augmented with your data.
Flexible & Customizable: LlamaIndex is designed to be highly flexible. You can customize data connectors, indices, retrieval, and other components to fit your use case.

How to Get Started with LlamaIndex

LlamaIndex is open source and available on GitHub. Visit the repo to install the Python package, access documentation, guides, examples, and join the community:

AI Tutorials

👉 Discover more LlamaIndex Tutorials on lablab.ai

LlamaIndex Libraries

A curated list of libraries and technologies to help you build great projects with LlamaIndex.

LlamaIndex Documentation
GPT Index
LlamaHub - the community library of data loaders
LlamaLab - the cutting-edge AGI projects using LlamaIndex

Edit on Github

LlamaIndex AI technology page Hackathon projects

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

Shop GINI

Using Vectara and Llamaindex we process tabular data using multiple models to get extremely accurate recommendations. Our solution can scrape product information from any e-commerce platform such as Amazon, Walmart, eBay, etc., and use RAG to incorporate customer-specific preferences to find out the best suitable products for price, features, ratings, etc. The solution facilitates the hybrid search mechanism i.e. keyword as well as semantic search capabilities. It also supports summarization for products e.g. concerning sales, trends, revenue, etc. The next steps are using a voice-enabled chatbot, and an alerting mechanism with product search across internet.

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.

Longevity Copilot

Longevity-Copilot is an advanced RAG (Retrieval-Augmented Generation) chatbot designed to democratize access to the latest longevity research and practical applications. By providing real-time, personalized responses, this chatbot helps users integrate longevity-enhancing practices into their daily lives. Whether you're looking to understand complex scientific research or seeking practical advice on lifestyle adjustments, Longevity-Copilot offers tailored recommendations based on individual age, dietary habits, health conditions, and exercise routines. This tool makes longevity science accessible and actionable for everyone, ensuring that users can make informed decisions about their health and well-being. Features - **Tailored Recommendations:** Get personalized health and lifestyle advice that considers your unique circumstances such as age, diet, health issues, and physical activity levels. - **Cutting-Edge Research:** Stay updated with the latest findings in longevity science. Longevity-Copilot integrates contemporary research directly into your interaction with the AI. - **User-Friendly AI:** Engage in natural, easy-to-understand conversations with our AI, making complex longevity research relatable and easy to comprehend. - **Real-Time Answers:** Have a question about longevity? Our chatbot provides real-time responses to help you apply longevity science in your daily life effectively. Longevity-Copilot is aimed for receiving information, and by no mean is it a replacement for a professional healthcare provider. It is a tool that can be used by anyone, anywhere, and at any time.

SecureSpeak

SecureSpeak Enterprise emerges as a cutting-edge solution in the realm of secure digital communication, catering to the pressing need for privacy and data integrity in business interactions. At its foundation lies a sophisticated self-deployed language model, designed to scrutinize user inputs instantaneously, censoring any sensitive information with a blend of pre-configured rules and insights gleaned from historical data. This ensures that every piece of information is treated with the utmost confidentiality right from the start. SecureSpeak employs an innovative dual-storage system. This system archives both the original and the censored versions of inputs within SQL and vector databases, facilitating not only robust data management but also seamless retrieval and analysis. This strategic approach to data storage preserves the context and meaning of information, all while upholding stringent confidentiality standards. Central to SecureSpeak’s functionality is its use of Retrieval-Augmented Generation (RAG), powered by Vectara. This mechanism enriches the platform's responses with semantically related content from an extensive corporate database, alongside the capability to perform on-demand, context-specific queries. This not only enhances the relevance and accuracy of the responses but also ensures they remain within the bounds of privacy regulations. The SecureSpeak journey extends beyond immediate data processing to include the active refinement and application of collected insights. This process serves to enhance the overall user experience significantly, turning raw data into a strategic asset. Additionally, the system's language model is subject to ongoing fine-tuning, learning continuously from processed data to elevate its performance in censoring and generating responses. Through these meticulously designed features and processes, SecureSpeak Enterprise sets a new standard in secure, intelligent, and privacy-conscious digital communication.

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.