Automate Gmail Interactions with OpenAI
OpenAI agent pre-configured with Gmail tool integration for querying Gmail messages through natural language using LlamaIndex.
Why it matters
Leverage OpenAI's capabilities to interact with your Gmail account. This pack enables an AI agent to understand and act upon your emails, automating communication tasks.
Outcomes
What it gets done
Create an OpenAI agent with Gmail interaction capabilities.
Query your Gmail for specific email information.
Integrate Gmail tools into custom AI agents.
Automate email-based communication tasks.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/li-pack-packs-gmail-openai-agent | bash Steps
Steps in the chain
Use llamaindex-cli to download the pack: llamaindex-cli download-llamapack GmailOpenAIAgentPack --download-dir ./gmail_pack. Then inspect the files at ./gmail_pack and use them as a template for your own project.
Import download_llama_pack from llama_index.core.llama_pack. Call download_llama_pack('GmailOpenAIAgentPack', './gmail_pack') to download and install dependencies. Initialize the pack with gmail_agent_pack = GmailOpenAIAgentPack().
Use the run() function as a light wrapper around agent.chat(). Example: response = gmail_agent_pack.run('What is my most recent email?')
Access the agent from the pack and call chat() directly: agent = gmail_agent_pack.agent, then response = agent.chat('What is my most recent email?')
Extract the tool spec from the pack and use it with ReActAgent: tool_spec = gmail_agent_pack.tool_spec, then agent = ReActAgent(tools=tool_spec.to_tool_lost(), llm=llm)
Overview
Gmail OpenAI Agent Pack
What it does
A LlamaIndex pack that creates an OpenAI agent pre-loaded with the Gmail LlamaHub tool for interacting with Gmail through natural language queries.
How it connects
Use when you need an AI agent to query Gmail messages conversationally, such as asking about recent emails or searching inbox contents without writing custom email integration code.
Source README
Description pending for li-pack-packs-gmail-openai-agent.
Step 1: Download GmailOpenAIAgentPack using CLI
Use llamaindex-cli to download the pack: llamaindex-cli download-llamapack GmailOpenAIAgentPack --download-dir ./gmail_pack. Then inspect the files at ./gmail_pack and use them as a template for your own project.
Step 2: Download and initialize pack in Python
Import download_llama_pack from llama_index.core.llama_pack. Call download_llama_pack('GmailOpenAIAgentPack', './gmail_pack') to download and install dependencies. Initialize the pack with gmail_agent_pack = GmailOpenAIAgentPack().Step 3: Run the agent with run() function
Use the run() function as a light wrapper around agent.chat(). Example: response = gmail_agent_pack.run('What is my most recent email?')Step 4: Use the agent directly
Access the agent from the pack and call chat() directly: agent = gmail_agent_pack.agent, then response = agent.chat('What is my most recent email?')Step 5: Use tool spec in another agent
Extract the tool spec from the pack and use it with ReActAgent: tool_spec = gmail_agent_pack.tool_spec, then agent = ReActAgent(tools=tool_spec.to_tool_lost(), llm=llm)
Discussion
Questions & comments · 0
Sign In Sign in to leave a comment.