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Title: Agents - BeeAI Framework

Open Graph Title: Agents - BeeAI Framework

X Title: Agents - BeeAI Framework

Opengraph URL: https://framework.beeai.dev/modules/agents

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Domain: framework.beeai.dev

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Links:

/llms.txthttps://framework.beeai.dev/llms.txt
Skip to main contenthttps://framework.beeai.dev/modules/agents#content-area
BeeAI Framework home pagehttps://framework.beeai.dev/
Welcomehttps://framework.beeai.dev/introduction/welcome
Quickstarthttps://framework.beeai.dev/introduction/quickstart
The Grand Tourhttps://framework.beeai.dev/introduction/tour
Requirement Agenthttps://framework.beeai.dev/modules/agents/requirement-agent
Middlewarehttps://framework.beeai.dev/modules/middleware
Agentshttps://framework.beeai.dev/modules/agents
Servehttps://framework.beeai.dev/modules/serve
Backendhttps://framework.beeai.dev/modules/backend
Toolshttps://framework.beeai.dev/modules/tools
Memoryhttps://framework.beeai.dev/modules/memory
RAGhttps://framework.beeai.dev/modules/rag
Observabilityhttps://framework.beeai.dev/modules/observability
Cachehttps://framework.beeai.dev/modules/cache
Loggerhttps://framework.beeai.dev/modules/logger
Serializationhttps://framework.beeai.dev/modules/serialization
Errorshttps://framework.beeai.dev/modules/errors
Templateshttps://framework.beeai.dev/modules/templates
Workflowshttps://framework.beeai.dev/modules/workflows
Agent Stackhttps://framework.beeai.dev/integrations/agent-stack
MCPhttps://framework.beeai.dev/integrations/mcp
A2Ahttps://framework.beeai.dev/integrations/a2a
ACP (Zed)https://framework.beeai.dev/integrations/acp-zed
IBM watsonx Orchestratehttps://framework.beeai.dev/integrations/watsonx-orchestrate
OpenAI APIhttps://framework.beeai.dev/integrations/openai-api
MCP Slackbothttps://framework.beeai.dev/guides/mcp-slackbot
Contributehttps://framework.beeai.dev/community/contribute
Discordhttps://discord.gg/AZFrp3UF5k
GitHubhttps://github.com/i-am-bee/beeai-framework
BeeAI Framework home pagehttps://framework.beeai.dev/
Discordhttps://discord.gg/AZFrp3UF5k
GitHubhttps://github.com/i-am-bee/beeai-framework
GitHubhttps://github.com/i-am-bee/beeai-framework
​https://framework.beeai.dev/modules/agents#overview
research articlehttps://research.ibm.com/blog/what-are-ai-agents-llm
​https://framework.beeai.dev/modules/agents#customizing-agent-behavior
​https://framework.beeai.dev/modules/agents#1-configuring-the-language-model-backend
backend documentationhttps://framework.beeai.dev/modules/backend
​https://framework.beeai.dev/modules/agents#2-setting-the-system-prompt
prompt templatehttps://framework.beeai.dev/modules/templates
​https://framework.beeai.dev/modules/agents#3-configuring-agent-run-options
​https://framework.beeai.dev/modules/agents#setting-execution-settings-and-guiding-agent-run-behavior
​https://framework.beeai.dev/modules/agents#4-adding-tools
tools documentationhttps://framework.beeai.dev/modules/tools
​https://framework.beeai.dev/modules/agents#5-configuring-memory
memory documentationhttps://framework.beeai.dev/modules/memory
​https://framework.beeai.dev/modules/agents#additional-agent-options
Observability & Debugginghttps://framework.beeai.dev/modules/observability
MCP (Model Context Protocol)https://framework.beeai.dev/integrations/mcp
A2A (Agent-to-Agent)https://framework.beeai.dev/integrations/a2a
Cachinghttps://framework.beeai.dev/modules/cache
Event Systemhttps://framework.beeai.dev/modules/events
RAG Integrationhttps://framework.beeai.dev/modules/rag
Serializationhttps://framework.beeai.dev/modules/serialization
Error Handlinghttps://framework.beeai.dev/modules/errors
​https://framework.beeai.dev/modules/agents#agent-types
​https://framework.beeai.dev/modules/agents#requirement-agent
pagehttps://framework.beeai.dev/modules/agents/requirement-agent
blog posthttps://beeai.dev/blog/reliable-ai-agents
​https://framework.beeai.dev/modules/agents#lite-agent
​https://framework.beeai.dev/modules/agents#react-agent
Reasoning and Actinghttps://arxiv.org/abs/2210.03629
​https://framework.beeai.dev/modules/agents#tool-calling-agent
RequirementAgenthttps://framework.beeai.dev/modules/agents/requirement-agent
​https://framework.beeai.dev/modules/agents#custom-agent
​https://framework.beeai.dev/modules/agents#multi-agent-hand-offs
​https://framework.beeai.dev/modules/agents#workflows
V2 Workflow Proposalhttps://github.com/i-am-bee/beeai-framework/discussions/1005
​https://framework.beeai.dev/modules/agents#examples
Previoushttps://framework.beeai.dev/modules/middleware
ServeNexthttps://framework.beeai.dev/modules/serve
githubhttps://github.com/i-am-bee/beeai-framework
discordhttps://discord.gg/NradeA6ZNF
blueskyhttps://bsky.app/profile/beeaiagents.bsky.social
youtubehttps://www.youtube.com/@BeeAIAgents
Overviewhttps://framework.beeai.dev/modules/agents#overview
Customizing Agent Behaviorhttps://framework.beeai.dev/modules/agents#customizing-agent-behavior
1. Configuring the Language Model Backendhttps://framework.beeai.dev/modules/agents#1-configuring-the-language-model-backend
2. Setting the System Prompthttps://framework.beeai.dev/modules/agents#2-setting-the-system-prompt
3. Configuring Agent Run Optionshttps://framework.beeai.dev/modules/agents#3-configuring-agent-run-options
Setting Execution Settings and Guiding Agent Run Behaviorhttps://framework.beeai.dev/modules/agents#setting-execution-settings-and-guiding-agent-run-behavior
4. Adding Toolshttps://framework.beeai.dev/modules/agents#4-adding-tools
5. Configuring Memoryhttps://framework.beeai.dev/modules/agents#5-configuring-memory
Additional Agent Optionshttps://framework.beeai.dev/modules/agents#additional-agent-options
Agent Typeshttps://framework.beeai.dev/modules/agents#agent-types
Requirement Agenthttps://framework.beeai.dev/modules/agents#requirement-agent
Lite Agenthttps://framework.beeai.dev/modules/agents#lite-agent
ReAct Agenthttps://framework.beeai.dev/modules/agents#react-agent
Tool Calling Agenthttps://framework.beeai.dev/modules/agents#tool-calling-agent
Custom Agenthttps://framework.beeai.dev/modules/agents#custom-agent
Multi-Agent Hand-offshttps://framework.beeai.dev/modules/agents#multi-agent-hand-offs
Workflowshttps://framework.beeai.dev/modules/agents#workflows
Exampleshttps://framework.beeai.dev/modules/agents#examples

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