💸 Financial Analyst is an enterprise grade and production ready multi-agent collaboration framework that enables you to orchestrate many agents to work collaboratively at scale to automate monthly finance and budgeting activities.

---

Requirements

• python3.10 or above!
• $ pip install -U swarms And, don't forget to install swarms!
• .env file with API keys from your providers like OPENAI_API_KEY, ANTHROPIC_API_KEY
• Set an .env Variable with your desired workspace dir: WORKSPACE_DIR="agent_workspace" or do it in your terminal with export WORKSPACE_DIR="agent_workspace"
• Finally, swarms onboarding to get you started.

Onboarding

Refer to our documentation for production grade implementation details.

Section	Links
Installation	Installation
Quickstart	Get Started
Agent Internal Mechanisms	Agent Architecture
Agent API	Agent API
Integrating External Agents Griptape, Autogen, etc	Integrating External APIs
Creating Agents from YAML	Creating Agents from YAML
Why You Need Swarms	Why MultiAgent Collaboration is Necessary
Swarm Architectures Analysis	Swarm Architectures
Choosing the Right Swarm for Your Business Problem¶	CLICK HERE
AgentRearrange Docs	CLICK HERE

Install 💻

$ pip3 install -U swarms

Onboarding

Now that you have downloaded swarms with pip3 install -U swarms, we get access to the CLI. Get Onboarded with CLI Now with:

swarms onboarding

You can also run this command for help:

swarms help

For more documentation on the CLI CLICK HERE

---

Usage Examples 🤖

Here are some example scripts to get you started. For more comprehensive documentation, visit our docs.