> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Context Management

> Examples for instructions, system messages, introduction messages, and context shaping.

| Example | Description |
| - | - |
| [Few Shot Learning](https://agno-v2.mintlify.site/examples/agents/context-management/few-shot-learning.md) | Use additional\_input with an Agent. |
| [Filter Tool Calls From History](https://agno-v2.mintlify.site/examples/agents/context-management/filter-tool-calls-from-history.md) | Demonstrates `max_tool_calls_from_history` by showing that tool-call filtering only. |
| [Instructions](https://agno-v2.mintlify.site/examples/agents/context-management/instructions.md) | Manage agent instructions and context. |
| [Instructions With State](https://agno-v2.mintlify.site/examples/agents/context-management/instructions-with-state.md) | Example demonstrating how to use a function as instructions for an agent. |
| [Introduction Message](https://agno-v2.mintlify.site/examples/agents/context-management/introduction-message.md) | Use the introduction parameter to set an initial greeting message. |
| [System Message](https://agno-v2.mintlify.site/examples/agents/context-management/system-message.md) | Customize the agent's system message and role. |


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