Llama 3

gpt 4ollama 3 airweaveopenai

Integrations Skill

Integrate LlamaIndex with Airweave for Data Search

Connect your LlamaIndex agent to Airweave to make data searchable.

gpt 4ollama 3 openaipydantic

Workflows Skill

Edit Artifacts with LLM-Powered JSON Patching

Edit Pydantic artifacts in-memory using JSON patch operations with this stateful tool spec. Modify reports or other data structures.

Write & ship code Skill

Execute Python Code Securely on Azure

Azure Code Interpreter Tool enables AI agents to execute Python code securely in Azure Dynamic Sessions with low latency, returning structured results.

gpt 4ollama 3 azure

gpt 4ogpt 4 brightdatalinkedinamazon

Query & move data Skill

Scrape and Extract Web Data with Bright Data

Integrate Bright Data's web scraping and data extraction tools with LlamaIndex for reliable web crawling and structured data retrieval.

llama 3 cassandradatastaxllama index

Query & move data Skill

Query Cassandra Data with LLMs

LlamaIndex tools that connect LLMs to Apache Cassandra databases with schema introspection, optimized SELECT queries, and millisecond-fast data access.

gpt 4ogpt 4 githubopenairequests

Integrations Skill

Integrate ChatGPT Plugins with Agents

A LlamaIndex tool that loads ChatGPT plugin manifests and enables AI agents to interact with plugin APIs through OpenAPI specifications.

gpt 4ogpt 4 sqlalchemypostgresql

Query & move data Skill

Query Databases with AI

Database Tool connects to a database using SQLAlchemy and allows an Agent to query the database and get information about the tables.

gpt 4ogpt 4 desearchopenai

Integrations Skill

Integrate Desearch for Enhanced Agent Search

Integrate Desearch with LlamaIndex to search web, Twitter, and more.

gpt 4ollama 3 openaisupabase

See all 157 Skills →

MCP Connectors

(2)

Integrations MCP

Discover and Integrate External Tools

LlamaIndex tool to query an MCP Discovery server for dynamic tool retrieval.

Integrations MCP

Connect to MCP Servers and Access Tools

MCP ToolSpec connects LlamaIndex agents to MCP servers, enabling AI agents to discover and call tools provided by MCP-compatible servers.

gpt 4ollama 3 openai

Prompt Chains

(62)

llama 3gpt 4o ollamatavilylangchain

Implement Corrective RAG with Local LLMs

Implement Corrective RAG (CRAG) with local LLMs and Tavily Search.

Retrieve Web Content with AgentSearch

A LlamaIndex retriever pack that queries terabytes of internet-indexed data via the agent-search API or hosted search engines like Bing for RAG workflows.

llama 3 bingagent search

Money & commerce Prompt Chain

Extract Amazon Product Data

LlamaPack that screenshots Amazon product pages and extracts structured JSON data using OpenAI GPT-4V with prompt engineering for automated product information

gpt 4ollama 3 openaigithub

gpt 4ollama 3 openaiarize

Instrument LLM Apps with Phoenix Tracing

A LlamaIndex pack that instruments LlamaIndex applications with Phoenix open-source LLM observability for tracing.

Write & ship code Prompt Chain

Structure and Navigate Codebases

LlamaIndex pack that splits long code files into hierarchical chunks by scope (function, class, method) and creates an agent to navigate the code tree

gpt 4ogpt 4 openai

llama 3 coherellama index

Build a Chatbot with Cohere Citations

LlamaIndex pack that creates a Cohere-powered chat engine with document citations for retrieval-augmented generation.

llama 3 deeplakellama index

Enhance RAG Retrieval Accuracy with DeepMemory

A LlamaIndex pack that inserts data into DeepLake and instantiates a DeepMemory retriever for RAG applications.

Query & move data Prompt Chain

Generate Privacy-Safe Synthetic Data

LlamaIndex pack that generates differentially private synthetic datasets from sensitive data, preserving original attributes while minimizing performance

gpt 4ollama 3 openai

Enhance Query Engine with Fuzzy Citations

A LlamaIndex query engine that post-processes responses to identify and cite source sentences using fuzzy string matching, with metadata mapping each response

llama 3 github