azure / multiagent-frameworks

Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

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Duplication Overall

33% duplication:

2,690 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
899 duplicated lines

646 duplicates

dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
Autogen_v0.4 (10%) --> Semantic_Kernel (53%)	365	3 file pairs	details...
AI_Agent_Service (57%) --> Autogen_v0.4 (9%)	332	4 file pairs	details...
AI_Agent_Service (39%) --> Semantic_Kernel (33%)	230	3 file pairs	details...
Autogen_v0.4 (6%) --> OpenAIAgentsSDK (31%)	219	2 file pairs	details...
AI_Agent_Service (28%) --> OpenAIAgentsSDK (23%)	166	1 file pair	details...
OpenAIAgentsSDK (19%) --> Semantic_Kernel (20%)	136	1 file pair	details...

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Longest Duplicates

The list of 50 longest duplicates.

See data for all 646 duplicates...

Size	#	Folders	Files	Lines	Code
25	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	205:229 (10%) 202:226 (11%)	view
25	x 2	AI_Agent_Service OpenAIAgentsSDK	multi_ai_agent_with_tools.ipynb multi_agent.ipynb	169:193 (12%) 327:351 (7%)	view
25	x 2	Autogen_v0.4/multi_agent Semantic_Kernel/multi_agent	multi_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	415:439 (5%) 202:226 (11%)	view
25	x 2	Autogen_v0.4/multi_agent OpenAIAgentsSDK	multi_agent_implementation.ipynb multi_agent.ipynb	415:439 (5%) 327:351 (7%)	view
25	x 2	AI_Agent_Service Semantic_Kernel/multi_agent	multi_ai_agent_with_tools.ipynb sk_multi_agent_with_session_manager_i...	169:193 (12%) 202:226 (11%)	view
25	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	multi_ai_agent_with_tools.ipynb multi_agent_implementation.ipynb	169:193 (12%) 415:439 (5%)	view
25	x 2	AI_Agent_Service Autogen_v0.4/single_agent	multi_ai_agent_with_tools.ipynb single_agent_implementation.ipynb	169:193 (12%) 205:229 (10%)	view
25	x 2	OpenAIAgentsSDK Semantic_Kernel/multi_agent	multi_agent.ipynb sk_multi_agent_with_session_manager_i...	327:351 (7%) 202:226 (11%)	view
25	x 2	Autogen_v0.4/single_agent OpenAIAgentsSDK	single_agent_implementation.ipynb multi_agent.ipynb	205:229 (10%) 327:351 (7%)	view
25	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/single_agent	multi_agent_implementation.ipynb single_agent_implementation.ipynb	415:439 (5%) 205:229 (10%)	view
15	x 2	Autogen_v0.4/common Autogen_v0.4/rag_agent	azure_openai_imports.py agnext_bot.py	30:44 (30%) 41:55 (6%)	view
13	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/single_agent	multi_agent_implementation.ipynb single_agent_implementation.ipynb	13:25 (2%) 22:34 (5%)	view
12	x 2	Autogen_v0.4/rag_agent Autogen_v0.4/rag_agent	openai_helper.py openai_helper.py	85:96 (10%) 126:137 (10%)	view
12	x 2	AI_Agent_Service OpenAIAgentsSDK	multi_ai_agent_with_tools.ipynb multi_agent.ipynb	67:78 (6%) 159:170 (3%)	view
12	x 2	AI_Agent_Service OpenAIAgentsSDK	multi_ai_agent_with_tools.ipynb multi_agent.ipynb	44:55 (6%) 139:150 (3%)	view
12	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/multi_agent	agent_final_response_gatherer.py multi_agent_implementation.py	18:33 (54%) 270:287 (7%)	view
12	x 2	Autogen_v0.4/common Autogen_v0.4/rag_agent	autogen_imports.py agnext_bot.py	13:27 (85%) 9:23 (5%)	view
11	x 2	Autogen_v0.4/multi_agent Semantic_Kernel/multi_agent	multi_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	112:122 (2%) 91:101 (4%)	view
11	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	43:53 (4%) 38:48 (4%)	view
11	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/single_agent	multi_agent_implementation.ipynb single_agent_implementation.ipynb	153:163 (2%) 153:163 (4%)	view
11	x 2	AI_Agent_Service Autogen_v0.4/single_agent	multi_ai_agent_with_tools.ipynb single_agent_implementation.ipynb	151:161 (5%) 66:76 (4%)	view
11	x 2	Autogen_v0.4/multi_agent Semantic_Kernel/multi_agent	multi_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	133:143 (2%) 184:194 (4%)	view
11	x 2	AI_Agent_Service Autogen_v0.4/single_agent	multi_ai_agent_with_tools.ipynb single_agent_implementation.ipynb	106:116 (5%) 127:137 (4%)	view
11	x 2	AI_Agent_Service Semantic_Kernel/multi_agent	multi_ai_agent_with_tools.ipynb sk_multi_agent_with_session_manager_i...	88:98 (5%) 91:101 (4%)	view
11	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	153:163 (4%) 148:158 (4%)	view
11	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	127:137 (4%) 128:138 (4%)	view
11	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	66:76 (4%) 166:176 (4%)	view
11	x 2	Autogen_v0.4/common Autogen_v0.4/rag_agent	azure_openai_imports.py agnext_bot.py	47:57 (22%) 42:52 (4%)	view
11	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	multi_ai_agent_with_tools.ipynb multi_agent_implementation.ipynb	128:138 (5%) 153:163 (2%)	view
11	x 2	AI_Agent_Service Semantic_Kernel/multi_agent	multi_ai_agent_with_tools.ipynb sk_multi_agent_with_session_manager_i...	128:138 (5%) 148:158 (4%)	view
11	x 2	AI_Agent_Service Semantic_Kernel/multi_agent	multi_ai_agent_with_tools.ipynb sk_multi_agent_with_session_manager_i...	151:161 (5%) 166:176 (4%)	view
11	x 2	Autogen_v0.4/common Autogen_v0.4/common	azure_openai_imports.py azure_openai_imports.py	31:41 (22%) 47:57 (22%)	view
11	x 2	AI_Agent_Service Autogen_v0.4/single_agent	multi_ai_agent_with_tools.ipynb single_agent_implementation.ipynb	128:138 (5%) 153:163 (4%)	view
11	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	multi_ai_agent_with_tools.ipynb multi_agent_implementation.ipynb	88:98 (5%) 112:122 (2%)	view
11	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	10:20 (4%) 18:28 (4%)	view
11	x 2	AI_Agent_Service Semantic_Kernel/multi_agent	multi_ai_agent_with_tools.ipynb sk_multi_agent_with_session_manager_i...	106:116 (5%) 128:138 (4%)	view
11	x 2	Autogen_v0.4/multi_agent Semantic_Kernel/multi_agent	multi_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	153:163 (2%) 148:158 (4%)	view
9	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/single_agent	multi_agent_implementation.ipynb single_agent_implementation.ipynb	3:11 (2%) 45:53 (3%)	view
9	x 2	Autogen_v0.4/multi_agent Semantic_Kernel/multi_agent	multi_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	3:11 (2%) 40:48 (3%)	view
9	x 2	OpenAIAgentsSDK OpenAIAgentsSDK	multi_agent.ipynb multi_agent.ipynb	57:65 (2%) 69:77 (2%)	view
8	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/rag_agent	multi_agent_implementation.py agnext_bot.py	57:64 (4%) 190:197 (3%)	view
8	x 2	AI_Agent_Service OpenAIAgentsSDK	multi_ai_agent_with_tools.ipynb multi_agent.ipynb	133:140 (4%) 292:299 (2%)	view
8	x 2	AI_Agent_Service OpenAIAgentsSDK	multi_ai_agent_with_tools.ipynb multi_agent.ipynb	111:118 (4%) 268:275 (2%)	view
8	x 2	Autogen_v0.4/single_agent Semantic_Kernel/multi_agent	single_agent_implementation.ipynb sk_multi_agent_with_session_manager_i...	1:8 (3%) 1:8 (3%)	view
8	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/multi_agent	multi_agent_implementation.ipynb multi_agent_implementation.ipynb	203:210 (1%) 325:332 (1%)	view
8	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/multi_agent	multi_agent_implementation.ipynb multi_agent_implementation.ipynb	138:145 (1%) 325:332 (1%)	view
8	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	multi_ai_agent_with_tools.ipynb multi_agent_implementation.ipynb	19:26 (4%) 79:86 (1%)	view
8	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	get_transaction_info_tools.py multi_agent_tools.py	10:18 (66%) 17:24 (42%)	view
8	x 2	AI_Agent_Service Autogen_v0.4/multi_agent	get_account_info_tools.py multi_agent_tools.py	7:15 (66%) 7:14 (42%)	view
8	x 2	Autogen_v0.4/multi_agent Autogen_v0.4/single_agent	multi_agent_implementation.ipynb single_agent_implementation.ipynb	32:39 (1%) 48:55 (3%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
7	x 2	Semantic_Kernel/multi_agent AI_Agent_Service	multi_agent_tools.py get_account_info_tools.py	0:0 0:0	view