lablab.ai logo - Community innovating and building with artificial intelligence

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.

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.

Voithos

Voithos

Developed a system to process student queries and classify them into one or more categories: scheduler, wellness, diet, and note maker. Based on the classification, the system generates a tailored prompt for each category. If a query falls into multiple categories, the system creates separate prompts for each relevant category and sends them to the respective agents. Each agent processes its prompt and returns an output. The system then aggregates these outputs into a single, comprehensive response, ensuring the student receives all necessary information and tasks are completed efficiently in one go. Agent Processing šŸ“… Scheduler Agent Handles calendar-related queries. Interacts directly with the Google Calendar API to manage events and schedules. Focuses on efficient API interactions without using RAG (Retrieval-Augmented Generation). šŸ““ Note Maker Agent Manages study notes and creates study materials. Uses RAG for generating quizzes, flashcards, and mindmaps ensuring contextually relevant content. Interacts with a dedicated note storage system for basic note management. šŸ‹ļøā€ā™‚ļø Fitness Agent This agent assists in developing personalized fitness plans tailored to your specific goals. By completing a straightforward questionnaire, users can receive expert guidance in planning, deciding, and adhering to their customized fitness regimen. Potential future integration with external fitness tracking APIs. šŸ˜Š Mood Agent This Agent provides comprehensive emotional support and mood management, offering empathetic responses, and personalized coping strategies. Users can log their current moods, and receive tailored recommendations such as breathing exercises, mindfulness practices, and physical activities. By analyzing mood data, the Mood Agent helps users understand their emotional health and offers simple actionable advice to instantly uplift their moods and help maintain a balanced and positive mindset that in turn, boosts productivity!

paAI Your Personal Assistant

paAI Your Personal Assistant

pa.ai is a revolutionary platform that empowers users to unlock the full potential of artificial intelligence. At its core, pa.ai is all about personalization - allowing users to upload their own data, train dedicated AI agents, and access tailored insights and answers that are uniquely tailored to their needs. This is a game-changer for industries that rely heavily on data analysis, such as research, healthcare, and finance. With pa.ai, users can integrate their own data sources, whether it's research papers, medical records, or financial statements, and receive instant insights and answers. The platform leverages cutting-edge technologies like Llama Index for document parsing, Sentence Transformer for indexing, and faiss for vector storage to providing unparalleled accuracy and speed. By harnessing the power of AI and machine learning, pa.ai is poised to revolutionize the way we work and interact with data, making it an indispensable tool for anyone looking to accelerate their research and interests."

Mech-AI-Nic

Mech-AI-Nic

The chatbot uses the pdf (Car manual) as a data source. The data source is parsed with Llamaindex parser. And the data is embedded with hugging face embedding. and Its feed to LLama3 model. Make A I make Mac AIC is the place to understand and quickly diagnose car troubles. Oftentimes car owners are saddled with long wait periods and labor costs only to understand their vehicle's problems. Mac aims to reduce waste by quickly diagnosing or help narrow down the issue by training on bulky car manuals like so which often run into hundreds if not close to 1000 pages on maintenance files and even service records. And finally leveraging the lifelike user experience of an LM based chat bot Mac AIC could be a game changer to the auto service industry.

AutoBuddy

AutoBuddy

AutoBuddy is an innovative AI-powered assistant designed to revolutionize vehicle diagnostics and troubleshooting. Leveraging advanced AI technology, AutoBuddy assists users in identifying and resolving a wide range of vehicle issues with ease. The idea behind AutoBuddy is to provide vehicle owners with a reliable and intelligent tool that can offer detailed insights and actionable solutions for any car problem. Users simply enter their vehicle's make, model, year, and the specific issue they are facing. AutoBuddy then processes this information and generates a comprehensive response, outlining possible causes and recommended actions. Whether you own a Nissan, Ford, Toyota, or any other vehicle, AutoBuddy is equipped to handle your needs. This tool is particularly valuable for those who may not have extensive knowledge of car mechanics but want to understand and address their vehicle's issues. By providing clear and concise information, AutoBuddy empowers users to make informed decisions about their vehicle maintenance and repairs. It's the ultimate companion for vehicle owners seeking efficient, accurate, and trustworthy guidance for their car troubles.

Arabic Companion

Arabic Companion

Arabic Companion is an innovative chatbot developed to revolutionize the way Arabic is taught and learned. Utilizing advanced AI technologies, this interactive tool offers a highly personalized learning experience, adapting to the needs and pace of each learner. Through dynamic conversations and engaging exercises, users can practice and improve their Arabic language skills in a supportive and responsive environment. Arabic Companion not only provides instant feedback but also tracks progress, helping learners to achieve their goals more efficiently. The chatbot includes a diverse range of features such as vocabulary building, grammar correction, pronunciation practice, and cultural insights, making it a comprehensive resource for mastering Arabic. Ideal for students of all levels, this tool transforms traditional language learning into an engaging and enjoyable journey, offering flexibility and accessibility anytime, anywhere. With Arabic Companion, learning Arabic becomes a seamless and interactive experience, fostering a deeper connection with the language and its cultural context.

codementor AI V2

codementor AI V2

CodeMentor AI is an interactive coding platform powered by Codestral from Mistral AI, focusing on C++ language learning (Further enhanced for any application ). It offers step-by-step coding tutorials with real-time feedback, adaptive project-based learning, and detailed performance analytics to track progress. The platform features a code playground for hands-on practice, code reviews for quality assurance, and the option for students to receive real-time help. Learners earn marks for their answers and benefit from personalized study plans to enhance their skills and understanding effectively.