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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
AuthorLlamaIndex
Repositoryhttps://github.com/jerryjliu/llama_index
TypeData 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

LlamaIndex Libraries

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

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LlamaIndex AI technology page Hackathon projects

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

Biology Buddy

Biology Buddy

Introducing our innovative Biology Tutor App, enhanced with cutting-edge AI technology . This app can be used by students to learn Biology in their language. Designed to revolutionize the learning experience, our app offers personalized tutoring sessions tailored to each user's unique learning style and pace. students can ask questions, receive detailed explanations, and engage in interactive discussions on various biological concepts, from cellular biology to ecology. Whether you're a high school student preparing for exams or a university student diving deep into complex biological theories, our Biology Tutor App is your comprehensive learning companion. Experience the future of biology education with us today.

Cricket Video Analyzer - 12 labs RAG

Cricket Video Analyzer - 12 labs RAG

Cricket VIDEO ANALYZER to understand a batsman using 12 labs API +llama index + GPT 4 Solution: Choose 1 batsman (Glenn Maxwell of Australia) (Source 1) : Use 12 labs API to understand their playing style - Understand the video Generate the text (Source 2 for additional augmentation) : Use cricinfo.com APIs to get ball by ball commentary of the batsman Build a vector store of the dataset built using (2) and (3) Use GPT-4 to answer questions on this dataset (RAG application) Global Popularity and Demand: The immense popularity of cricket has led to a high demand for video analysis tools. Coaches, players, and teams use these tools to analyze player performance, match strategies, and opponent weaknesses. The ability to break down every aspect of a game, from batting techniques to bowling actions, has become crucial for success. As cricket leagues (such as the Indian Premier League) and international tournaments continue to grow, the demand for sophisticated video analysis software has skyrocketed. Advanced Technology and Data Insights: Cricket video analysis tools have evolved significantly over the years. High-speed cameras, ball-tracking systems, and AI algorithms allow for precise analysis of player movements, ball trajectories, and field placements. Coaches can identify patterns, assess player fitness, and make data-driven decisions. For example, analyzing a batsman’s scoring zones or a bowler’s release point can provide valuable insights.

RAGfier

RAGfier

Introducing RAGfier: An AI-powered communication tool that seamlessly translates sign language gestures into spoken language and vice versa, empowering sign language users to communicate effortlessly across various platforms. With text-to-sign language translation and real-time feedback, RAGfier revolutionises inclusivity, fostering accessible communication in healthcare, education, and daily interactions. RAGfier is an AI-powered communication tool that utilizes real-time sign language translation to bridge the gap between sign language users and the hearing world. - Real-time sign language translation: RAGfier converts sign language gestures into spoken language and vice versa, facilitating seamless communication between sign language users and hearing individuals. - Text-to-sign language translation: RAGfier can translate written text into sign language, making it easier for sign language users to access information and engage with digital content. - Sign language recognition and feedback: RAGfier provides feedback to sign language users, helping them improve their signing accuracy and fluency.

AmpuFitness

AmpuFitness

We want to help amputees get access to exercises fit specifically for them. Each disability and amputation commonly comes with different problems and AI is a wonderful tool to accommodate for them and give personalized results so they can get fit. We will be asking the user for 14 questions about their disability and their diet to get a more accurate recommendation based on a multitude of studies and articles that recommend different tips to improve their lives. They can also speak further for dietary recommendations and get personalized exercises. This can further be expanded with insurance companies investing in these tools and more deep learning.

Dog walk generator

Dog walk generator

Dogy is designed to cater to both dogs and their owners by tailoring walks to fit the dog's aptitude and the owner's schedule. Our service offers a mix of training sessions, social interactions at dog parks, and visits to unique places for relaxation or adventure. Additionally, Dogy facilitates interaction among different generations of people, enriching the social experience for both dogs and owners. By focusing on these elements, Dogy aims to enhance the quality of life for users, making each walk enjoyable and beneficial. This approach ensures that both the physical and emotional needs of dogs and their owners are met, fostering a more enjoyable and fulfilling experience.

Seerah Bot by Muslims on Mission

Seerah Bot by Muslims on Mission

Simplifying the understanding of the Quran and facilitate reflection on its teachings for everyone. Problem Statement: - Muslims aspire to connect with the Seerat-e-Nabvi and - draw inspiration from its profound insights, however.. - Difficult for Non-Arabic Speakers - Lots of Historical Context - Current sources are not easy to understand Our Solution - Leveraging with MongoDB & Llama Index Generative AI, Open AI and RAG feature to create - a seamless Seerah for non-Arabic's - Highly acceptable and reliable sources Market Size: - 1.3 Billion MUSLIMS WHO DO NOT SPEAK ARABIC - Non-Arabic Speakers are accepting Islam - IN AMERICA ALONE THERE ARE ABOUT 30 THOUSAND NEW CONVERTS EVERY YEAR