LlamaIndex Howto
LlamaIndex is a powerful open-source data framework for connecting custom data sources to large language models (LLMs), enabling the creation of intelligent applications augmented by domain-specific knowledge.
View MoreHow to Use LlamaIndex
Install LlamaIndex: Install the LlamaIndex package using pip: pip install llama-index
Set up OpenAI API key: Set your OpenAI API key as an environment variable: export OPENAI_API_KEY='your-api-key-here'
Import required modules: Import necessary modules from llama_index: from llama_index import GPTVectorStoreIndex, SimpleDirectoryReader
Load documents: Load your documents using SimpleDirectoryReader: documents = SimpleDirectoryReader('data').load_data()
Create index: Create a vector store index from your documents: index = GPTVectorStoreIndex.from_documents(documents)
Query the index: Create a query engine and ask questions: query_engine = index.as_query_engine()
response = query_engine.query('Your question here')
Customize settings (optional): Customize LLM, embedding model, or other settings as needed for your specific use case
Implement advanced features (optional): Explore more advanced features like custom data connectors, different index types, or integrations with other tools and services
LlamaIndex FAQs
LlamaIndex is an open-source data framework for connecting custom data sources to large language models (LLMs). It provides tools for ingesting, indexing, and querying data to build LLM-powered applications augmented with private or domain-specific knowledge.
LlamaIndex Monthly Traffic Trends
LlamaIndex experienced a 2.9% decline in traffic, with 572K visits in November. The lack of recent product updates and the release of Llama 3.2 and Meta's Gemini app powered by Llama 2, which expanded into new markets like education, might have impacted user engagement.
View history traffic
Popular Articles
Claude 3.5 Haiku: Anthropic's Fastest AI Model Now Available
Dec 13, 2024
Uhmegle vs Chatroulette: The Battle of Random Chat Platforms
Dec 13, 2024
12 Days of OpenAI Content Update 2024
Dec 13, 2024
Best AI Tools for Work in 2024: Elevating Presentations, Recruitment, Resumes, Meetings, Coding, App Development, and Web Build
Dec 13, 2024
Latest AI Tools Similar to LlamaIndex
Athena AI
Athena AI is a versatile AI-powered platform offering personalized study assistance, business solutions, and life coaching through features like document analysis, quiz generation, flashcards, and interactive chat capabilities.
Aguru AI
Aguru AI is an on-premises software solution that provides comprehensive monitoring, security, and optimization tools for LLM-based applications with features like behavior tracking, anomaly detection, and performance optimization.
GOAT AI
GOAT AI is an AI-powered platform that provides one-click summarization capabilities for various content types including news articles, research papers, and videos, while also offering advanced AI agent orchestration for domain-specific tasks.
GiGOS
GiGOS is an AI platform that provides access to multiple advanced language models like Gemini, GPT-4, Claude, and Grok with an intuitive interface for users to interact with and compare different AI models.
Popular AI Tools Like LlamaIndex
ChatGPT
ChatGPT is an advanced AI-powered chatbot developed by OpenAI that uses natural language processing to engage in human-like conversations and assist with a wide range of tasks.
SearchGPT
SearchGPT is an AI-powered search prototype by OpenAI that provides fast, conversational answers with clear sources using GPT models.
OpenAI - 12 Days of OpenAI
Free TrialLarge Language Models (LLMs)
OpenAI is a leading artificial intelligence research company developing advanced AI models and technologies to benefit humanity.
Gemini - Google Vids AI
Gemini is Google's most advanced and capable multimodal AI model family that can seamlessly understand and reason across text, images, video, audio, and code to power various AI applications and services.
View More