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LlamaIndex

LlamaIndex - AI Features, Pricing & Use Cases

LlamaIndex is a leading data management software that helps users to develop production-ready Large Language Model (LLM) applications. Offering a comprehensive suite for data ingestion, indexing and querying, LlamaIndex supports a seamless and intuitive workflow for managing custom LLM datasets. The tool particularly excels in facilitating the ingestion of a broad range of data types, including unstructured, semi-structured, and structured data, from over 160 sources in various formats such as APIs, PDFs, SQL, etc.

LlamaIndex showcases an array of indexing capabilities, allowing users to store and index their data for a multitude of uses. It integrates with more than 40 vector stores, document stores, graph stores, and SQL database providers. The platform is adept at orchestrating LLM workflows over your data, from prompt chains to RAG agents, ensuring a smooth transition from data loading to application development.

Ensuring the highest level of application performance is at the core of LlamaIndex's purpose. The tool comes with a comprehensive range of modules to evaluate retrieval and LLM response quality. Furthermore, it facilitates effortless integration with observability partners for further performance insights.

Part of LlamaIndex's strength lies in its extensive community. The platform offers a wide range of community-contributed connectors, tools and datasets, and enables knowledge sharing at a vast scale. It also promotes seamless integration with a plethora of services, ensuring versatility and compatibility for different applications.

The LlamaIndex platform continues to evolve with a robust, growing community of over 15,000 members and 700 contributors. The platform garners more than 2.8 million monthly downloads and has assisted in creating over 5,000 applications. This active engagement and proven record of success reinforce LlamaIndex's position as a leading data framework for building LLM applications.

LlamaIndex is open source and offers a comprehensive range of integration options with different database types and LLM platforms like OpenAI. With its strong commitment to the future of LLM applications, LlamaIndex welcomes enterprises, data analysts, and developers to join its expanding user network and to contribute to the advanced development of LLM applications.

Features

  • Data Ingestion: It can load in 160+ types of data sources and formats from unstructured, semi-structured, to structured data(entity like API's, documents, SQL, PDF's, etc.).
  • Data Indexing: Store and index your data for any use case and integrates with 40+ vector store, document store, graph store, and SQL db providers.
  • Query Interface: Orchestrate production LLM workflows over your data for advanced querying, from prompt chains to advanced RAG to agents.
  • Evaluating: Measure retrieval and LLM response quality of your LLM application with a comprehensive suite of evaluation modules. Easily integrate with observability partners.
  • Custom Data Source Integration: LlamaIndex offers seamless integration with varied services, ensuring versatility and compatibility for your applications.
  • Community: Be a part of a vibrant community. Discover and contribute to unique connectors, innovative tools, and diverse dataset enhancements.
  • Developer Network: Join a network of developers who are shaping the future of large language model applications, share insights and updates.

Pricing

  • Basic Plan ($10/month): Specifically curated for individual users, the Basic Plan offers data ingestion and fundamental support. Load in 160+ data sources and data formats, from unstructured, semi-structured, to structured data (API's, PDF's, documents, SQL, etc.).‍
  • Professional Plan ($50/month): The Professional Plan offers Data Indexing along with advanced support. This includes the ability to store and index your data for different use cases. It enables integration with 40+ vector store, document store, graph store, and SQL db providers.‍
  • Enterprise Plan ($100/month): The Enterprise Plan caters to the demands of larger organizations and includes all the available features along with premium support. It covers all aspects from orchestrating production LLM workflows over your data, evaluating the performance of your LLM application with comprehensive suite of modules and effortless integration with observability partners.
Last Updated
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July 5, 2024 17:07

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