Python Agent Tools for Graphlit Platform
Overview
The Graphlit Agent Tools for Python enables easy interaction with agent frameworks such as CrewAI, allowing developers to easily integrate the Graphlit service with agentic workflows. This document outlines the setup process and provides a basic example of using the tools.
Prerequisites
Before you begin, ensure you have the following:
- Python 3.x installed on your system.
- An active account on the Graphlit Platform with access to the API settings dashboard.
Installation
To install the Graphlit Agent Tools with CrewAI, use pip:
pip install graphlit-tools[crewai]
Using the Graphlit agent tools
We have example Google Colab notebooks using CrewAI, which provide an example for analyzing the web marketing strategy of a company, and for structured data extraction of products from scraped web pages.
Once you have configured the Graphlit client, as shown below, you will pass the client to the tool constructor.
For use in CrewAI, you will need to convert the tool to the CrewAI tool schema with the CrewAIConverter.from_tool() function. We will provide support for additional agent frameworks, such as LangGraph and AutoGen in future.
from graphlit_tools import WebSearchTool, CrewAIConverter
web_search_tool = CrewAIConverter.from_tool(WebSearchTool(graphlit))
Configuration
The Graphlit Client supports environment variables to be set for authentication and configuration:
GRAPHLIT_ENVIRONMENT_ID: Your environment ID.GRAPHLIT_ORGANIZATION_ID: Your organization ID.GRAPHLIT_JWT_SECRET: Your JWT secret for signing the JWT token.
Alternately, you can pass these values with the constructor of the Graphlit client.
You can find these values in the API settings dashboard on the Graphlit Platform.
For example, to use Graphlit in a Google Colab notebook, you need to assign these properties as Colab secrets: GRAPHLIT_ORGANIZATION_ID, GRAPHLIT_ENVIRONMENT_ID and GRAPHLIT_JWT_SECRET.
import os
from google.colab import userdata
from graphlit import Graphlit
os.environ['GRAPHLIT_ORGANIZATION_ID'] = userdata.get('GRAPHLIT_ORGANIZATION_ID')
os.environ['GRAPHLIT_ENVIRONMENT_ID'] = userdata.get('GRAPHLIT_ENVIRONMENT_ID')
os.environ['GRAPHLIT_JWT_SECRET'] = userdata.get('GRAPHLIT_JWT_SECRET')
graphlit = Graphlit()
Setting Environment Variables
To set these environment variables on your system, use the following commands, replacing your_value with the actual values from your account.
For Unix/Linux/macOS:
export GRAPHLIT_ENVIRONMENT_ID=your_environment_id_value
export GRAPHLIT_ORGANIZATION_ID=your_organization_id_value
export GRAPHLIT_JWT_SECRET=your_secret_key_value
For Windows Command Prompt (CMD):
set GRAPHLIT_ENVIRONMENT_ID=your_environment_id_value
set GRAPHLIT_ORGANIZATION_ID=your_organization_id_value
set GRAPHLIT_JWT_SECRET=your_secret_key_value
For Windows PowerShell:
$env:GRAPHLIT_ENVIRONMENT_ID="your_environment_id_value"
$env:GRAPHLIT_ORGANIZATION_ID="your_organization_id_value"
$env:GRAPHLIT_JWT_SECRET="your_secret_key_value"
Support
Please refer to the Graphlit API Documentation.
For support with the Graphlit Agent Tools, please submit a GitHub Issue.
For further support with the Graphlit Platform, please join our Discord community.
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Release files for graphlit-tools 1.0.20241211003
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