Q.What is LlamaIndex?
A.LlamaIndex is a framework for building knowledge assistants using LLMs connected to your enterprise data.
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LlamaIndex
★3.6
💬48846
💲Freemium
LlamaIndex is a flexible framework for building knowledge assistants with LLMs connected to enterprise data. It offers document parsing, data extraction, knowledge management, and an agent framework to build production agents that can find information, synthesize insights, generate reports, and take actions over the most complex enterprise data.
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Platform
web
AI AgentsAgent FrameworkData ExtractionDocument ParsingEnterprise DataKnowledge AssistantsKnowledge Management
What is LlamaIndex?
LlamaIndex is a framework designed for building knowledge assistants using Large Language Models (LLMs) connected to enterprise data. It enables users to create production agents capable of finding information, synthesizing insights, generating reports, and taking actions on complex enterprise data.
Core Technologies
- Large Language Models (LLMs)
- Document Parsing
- Data Extraction
- Knowledge Management
- Agent Framework
Key Capabilities
- Document parsing
- Data extraction
- Knowledge management
- Agent orchestration
- AI agent deployment
Use Cases
- Building a leveraged buyout agent to automatically fill structured values from unstructured 10-Ks and earnings decks
- Handling customer FAQs and order cancellations with a chatbot
- Building an internal knowledge and automation platform
Core Benefits
- Flexibility to quickly prototype and deploy production-ready RAG applications
- State-of-the-art document parsing capabilities
- Active community support and responsiveness
- Seamless customization of the retrieval pipeline
- Handles complex documents with remarkable accuracy
Key Features
- Document parsing with LlamaParse
- Data extraction with LlamaExtract
- Knowledge management
- Agent framework for multi-agent orchestration
- LlamaCloud for deploying AI agents
How to Use
- 1Connect and transform enterprise data into an agent-accessible knowledge base.
- 2Orchestrate and deploy multi-agent applications using the agent framework.
- 3Leverage LlamaCloud for end-to-end tooling to ship context-augmented AI agents to production.
Pricing Plans
Free
$0
/month
Starter
$50
/month
Pro
$500
/month
Enterprise
Custom
Frequently Asked Questions
Q.What are the core features of LlamaIndex?
A.Core features include document parsing, data extraction, knowledge management, and an agent framework.
Q.What is LlamaCloud?
A.LlamaCloud is an end-to-end tooling platform for shipping context-augmented AI agents to production.
Q.What is LlamaParse?
A.LlamaParse is a GenAI-native parser over your most complex data.
Q.What type of data sources does LlamaIndex support?
A.LlamaIndex supports various data sources, including Microsoft SharePoint, AWS S3, Azure Blob Storage, and Google Drive.
Pros & Cons (Reserved)
✓ Pros
- Flexibility to quickly prototype and deploy production-ready RAG applications
- State-of-the-art document parsing capabilities
- Active community support and responsiveness of the LlamaIndex team
- Seamless customization of the retrieval pipeline for specific use cases
- Handles complex documents, including tables and hierarchical structures, with remarkable accuracy
✗ Cons
- Can be complex to set up and configure data pipelines
- Requires some level of technical expertise to customize and optimize implementations
- Reliance on credits for LlamaCloud services may incur costs
Alternatives
No alternatives found.