Integrations

LlamaIndex has a number of community integrations, from vector stores, to prompt trackers, tracers, and more!

LlamaPacks – Code Templates

LlamaHub hosts a full suite of LlamaPacks – templates for features that you can download, edit, and try out! This offers a quick way to learn about new features and try new techniques.

The full set of LlamaPacks is available on LlamaHub. Check out our dedicated page below.

• Llama Packs 🦙📦

Data Loaders

The full set of data loaders are found on LlamaHub

Agent Tools

The full set of agent tools are found on LlamaHub

LLMs

We support a huge number of LLMs.

Observability/Tracing/Evaluation

Check out our one-click observability page for full tracing integrations.

• Observability
• How to use UpTrain with LlamaIndex
• Alternative 1: Evaluate using UpTrain’s Open-Source Software (OSS)
• Alternative 2: Evaluate using UpTrain’s Managed Service and Dashboards
• Unit Testing LLMs/RAG With DeepEval
• Tracing with Graphsignal
• Evaluating and Tracking with TruLens

Structured Outputs

• Guidance
• LM Format Enforcer
• Guardrails
• OpenAI Function Calling

Storage and Managed Indexes

• Using Vector Stores
• Using Graph Stores
• Using Managed Indices

Application Frameworks

• Using with Langchain 🦜🔗
• Streamlit
• Chainlit

Distributed Compute

• LlamaIndex + Ray

Other

• ChatGPT Plugin Integrations
• Poe
• Airbyte
• Fleet Context Embeddings - Building a Hybrid Search Engine for the Llamaindex Library