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string
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string
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string
difficulty
string
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string
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string
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list
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string
quality_score
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multimodal_vision_chart_code_transcription_guard_1_1_1
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_1_2
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_1_3
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_1_4
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
true
multimodal_vision_chart_code_transcription_guard_1_1_5
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_2_1
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_2_2
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_2_3
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
true
multimodal_vision_chart_code_transcription_guard_1_2_4
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_2_5
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
multimodal_vision_chart_code_transcription_guard_1_3_1
vision_chart_transcription
enterprise_incident_triage
FAANG_Production_v2
# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=multimodal_vision_chart_code...
You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interac...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Language Models (VLM), Chart Parsing, Visual Coordinate Extraction, Matplotlib/Seaborn Code Reconstruction. You analyze raw incident telemetry, diagnose root causes using DeepS...
multimodal_vision_chart_code_transcription_guard
1
true
false
End of preview. Expand in Data Studio

🛡️ Vision AI - High-Resolution Chart & Diagram Python Code Transcription (FAANG Version 2.0 Standard) (50-Sample Evaluation Teaser)

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AI Engineering & Autonomous Agents.
👉 🚀 Hol dir das vollständige Turnkey-Paket (500 Samples + AST MCP Guard) direkt bei EMGENA AI Labs
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# In Cursor oder Claude Desktop einbinden
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Verifiziert nach FAANG v2.5 Gold Standard von Emgena AI Labs.

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