LlamaIndex Integration

LlamaIndex is an open-source data framework designed to connect large language models (LLMs) with custom, private, or domain-specific data. It simplifies data ingestion, indexing, and retrieval, enabling developers to build context-aware AI applications and powerful Retrieval-Augmented Generation (RAG) pipelines.

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LlamaIndex

Benefits with Ory + LlamaIndex Integration

Ory integrates with LlamaIndex to provide security guardrails for developers building and running AI applications and agents. Ory's SDK integration executes identity and credential checks for every session and tool call, enforcing fine-grained authorization to permit or deny actions while logging all activity for complete audit trails. Teams can utilize Observe mode to monitor usage or Enforce mode to strictly restrict agents to authorized permissions.

The fastest way to get started with Ory Agent Security is to sign up for the Ory Network. Installing the Ory Agent Security SDK for your AI application takes seconds. You simply install the package in your project.

pip install ory-llamaindex

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Use Cases

— 03 use cases

Agent IAM

Secures LlamaIndex data pipelines, retrieval operations, and tool execution by enforcing fine-grained authorization, identity checks, and complete audit logging.

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CIAM

Accelerates embedding customer authentication and identity management into applications built with LlamaIndex using Ory best practices.

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B2B IAM

Streamlines building enterprise SSO, multi-tenant organization structures, and role-based access control into business software, scaling seamlessly with business growth.

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Core Functionality

— 06 capabilities

Identity
Verifies developers and LlamaIndex agent identities before session initiation across your ecosystem through a unified control plane.
Authorization
Enforces fine-grained, policy-based access control for every LlamaIndex tool execution and data pipeline action.
Shell
Intercepts and secures terminal-level shell commands and local execution contexts within LlamaIndex applications.
Audit
Logs complete audit trails for all session activity, tool invocations, and retrieval operations.
Rollout
Supports seamless deployment with Observe mode for monitoring agent behavior and Enforce mode for strict permission enforcement.
Security Control
Provides vendor-agnostic governance across all AI tools, complete with instant token revocation to immediately cut off compromised sessions.