LlamaIndex

LlamaIndex (AI Tool)

LlamaIndex is a powerful data framework for connecting custom data sources to large language models (LLMs). It provides essential tools to augment your LLM applications with data, enabling you to easily build powerful end-user applications.

Features

Data Ingestion

LlamaIndex allows you to connect your existing data sources and data formats, including API's, PDFs, documents, SQL, and more. You can seamlessly integrate and utilize this data with large language models for a wide range of applications.

Data Indexing

With LlamaIndex, you can efficiently store and index your data for different use cases. It provides integration capabilities with downstream vector stores and database providers, ensuring optimal data organization and retrieval.

Query Interface

LlamaIndex offers a convenient and user-friendly query interface. By utilizing this interface, you can input prompts related to your data and receive knowledge-augmented responses. This empowers you to retrieve valuable insights and information from your connected data sources.

End-User Applications

LlamaIndex enables the creation of powerful end-user applications with various functionalities:

• Document Q&A: Get answers from unstructured data sources such as PDFs, web pages, images, and more.
• Data Augmented Chatbots: Engage in conversation with an agent that leverages your knowledge corpus.
• Knowledge Agents: Index your knowledge base and task list to build automated decision machines.
• Structured Analytics: Query your structured data warehouse using natural language.

Connect Your Data Sources

LlamaIndex allows you to connect different types of data sources:

• Unstructured Data: Connect documents, raw text files, PDFs, videos, images, and other unstructured sources.
• Structured Data: Easily integrate structured data from Excel, SQL, and other structured data sources.
• Semi-Structured Data: Connect semi-structured data from API's like Slack, Salesforce, Notion, and more.

For more information and technical documentation, you can visit the LlamaIndex GitHub repository.

LlamaIndex empowers you to harness the capabilities of large language models and leverage your data to create intelligent and data-driven applications. Start integrating LlamaIndex into your projects today and unlock the power of AI and data.

Connect with LlamaIndex:

• Discord
• LlamaHub
• LlamaLab
• Twitter

© LlamaIndex Inc. 2023. All rights reserved.