@ -6853,10 +6853,10 @@ pip3 install -U swarms
| Quickstart | [Get Started](https://docs.swarms.world/en/latest/swarms/install/quickstart/) |
| Environment Setup | [Environment Configuration](https://docs.swarms.world/en/latest/swarms/install/workspace_manager/) |
| Environment Variables | [Environment Variables](https://docs.swarms.world/en/latest/swarms/install/env/) |
| Swarms CLI | [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/main /) |
| Swarms CLI | [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/cli_reference /) |
| Agent Internal Mechanisms | [Agent Architecture](https://docs.swarms.world/en/latest/swarms/framework/agents_explained/) |
| Agent API | [Agent API](https://docs.swarms.world/en/latest/swarms/structs/agent/) |
| Managing Prompts in Production | [Prompts Management](https://docs.swarms.world/en/latest/swarms/prompts/main /) |
| Managing Prompts in Production | [Prompts Management](https://github.com/kyegomez/swarms/tree/master/swarms/prompts /) |
| Integrating External Agents | [External Agents Integration](https://docs.swarms.world/en/latest/swarms/agents/external_party_agents/) |
| Creating Agents from YAML | [YAML Agent Creation](https://docs.swarms.world/en/latest/swarms/agents/create_agents_yaml/) |
| Why You Need Swarms | [Why MultiAgent Collaboration](https://docs.swarms.world/en/latest/swarms/concept/why/) |
@ -6991,7 +6991,7 @@ The Swarms protocol is organized into several key layers, each responsible for a
agents and swarms.
- **Prompts (`swarms/prompts`)**: Houses prompt templates, system prompts, and agent-specific prompts for LLM-based agents. See
[Prompts Management](https://docs.swarms.world/en/latest/swarms/prompts/main /)
[Prompts Management](https://github.com/kyegomez/swarms/tree/master/swarms/prompts /)
- **Telemetry (`swarms/telemetry`)**: Handles logging, monitoring, and bootup routines for observability and debugging.
@ -6999,7 +6999,7 @@ The Swarms protocol is organized into several key layers, each responsible for a
safety and consistency.
- **CLI (`swarms/cli`)**: Provides command-line utilities for agent creation, management, and orchestration. See [CLI Documentation]
(https://docs.swarms.world/en/latest/swarms/cli/main /)
(https://docs.swarms.world/en/latest/swarms/cli/cli_reference /)
---
@ -7218,7 +7218,7 @@ diy_memory/)
- `prompt.py`, `reasoning_prompt.py`, `multi_agent_collab_prompt.py`, etc.
- [Prompts Management](https://docs.swarms.world/en/latest/swarms/prompts/main /)
- [Prompts Management](https://github.com/kyegomez/swarms/tree/master/swarms/prompts /)
### `artifacts/`
@ -7265,7 +7265,7 @@ diy_memory/)
- `main.py`, `create_agent.py`, `onboarding_process.py`.
- [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/main /)
- [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/cli_reference /)
---
@ -7287,7 +7287,7 @@ For example, a typical workflow might involve:
- Logging all actions and outputs for traceability and debugging.
For more advanced examples, see the [Examples Overview](https://docs.swarms.world/en/latest/examples/index/ ).
For more advanced examples, see the [Examples Overview](https://docs.swarms.world/en/latest/examples/).
---
@ -7321,9 +7321,9 @@ For more on the philosophy and architecture, see [Development Philosophy & Princ
| BaseTool Reference | [BaseTool Reference](https://docs.swarms.world/en/latest/swarms/tools/base_tool/) | Reference for the BaseTool class |
| Reasoning Agents Overview | [Reasoning Agents Overview](https://docs.swarms.world/en/latest/swarms/agents/reasoning_agents_overview/) | Overview of reasoning agents |
| Multi-Agent Architectures Overview | [Multi-Agent Architectures Overview](https://docs.swarms.world/en/latest/swarms/concept/swarm_architectures/) | Multi-agent system architectures |
| Examples Overview | [Examples Overview](https://docs.swarms.world/en/latest/examples/index/ ) | Example projects and use cases |
| CLI Documentation | [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/main /) | Command-line interface documentation |
| Prompts Management | [Prompts Management](https://docs.swarms.world/en/latest/swarms/prompts/main /) | Managing and customizing prompts |
| Examples Overview | [Examples Overview](https://docs.swarms.world/en/latest/examples/) | Example projects and use cases |
| CLI Documentation | [CLI Documentation](https://docs.swarms.world/en/latest/swarms/cli/cli_reference /) | Command-line interface documentation |
| Prompts Management | [Prompts Management](https://github.com/kyegomez/swarms/tree/master/swarms/prompts /) | Managing and customizing prompts |
| Development Philosophy & Principles | [Development Philosophy & Principles](https://docs.swarms.world/en/latest/swarms/concept/philosophy/) | Framework philosophy and guiding principles |
| Understanding Swarms Architecture | [Understanding Swarms Architecture](https://docs.swarms.world/en/latest/swarms/concept/framework_architecture/) | In-depth look at Swarms architecture |
| SIP Guidelines and Template | [SIP Guidelines and Template](https://docs.swarms.world/en/latest/protocol/sip/) | Swarms Improvement Proposal process and template |