Datasets:

emgena
/

multimodal_rag_complex_table_extractor_teaser

id string	category string	scenario_type string	difficulty string	instruction string	system_prompt string	messages list	turns list	dataset_id string	quality_score float64	ast_verified bool	self_healing bool
multimodal_rag_complex_table_extractor_1_1_1	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	⚡ OFFICIAL EVALUATION TEASER \| Full Commercial Dataset on Gumroad: https://bacardy.gumroad.com/l/vpsfts \| Use Code LAUNCH20 for 20 € off at https://emgena.com/trainingslager	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_1_2	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1002] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:00:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "m...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_1_3	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1003] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:00:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "m...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_1_4	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1004] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:00:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "m...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	true
multimodal_rag_complex_table_extractor_1_1_5	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1005] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:00:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "m...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_2_1	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1006] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:05:00Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "mult...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_2_2	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1007] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:05:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "mult...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_2_3	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1008] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:05:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "mult...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	true
multimodal_rag_complex_table_extractor_1_2_4	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1009] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:05:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "mult...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false
multimodal_rag_complex_table_extractor_1_2_5	multimodal_rag_tables	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1010] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: multimodal-rag-complex-table-extractor Timestamp: 2026-09-14T13:05:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "mult...	You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Vision-Augmented RAG, ColPali/LayoutLM Document Segmentation, OCR Markdown Table Reconstruction & Bounding-Box Coordinate Anchoring. You analyze raw incident telemetry, diagnose root ...	multimodal_rag_complex_table_extractor	1	true	false

End of preview. Expand in Data Studio

YAML Metadata Warning:The task_categories "conversational" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

🚀 Data Platform - Multi-Modal RAG, Complex Document & Table Extractor (Evaluation Teaser)

⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)
🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:
👉 Data Platform - Multi-Modal RAG, Complex Document & Table Extractor on Gumroad
🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!

📦 What is Inside the Full Production Package:

500 Verified FAANG v2.0 Scenarios (100% AST-Valid Python)
PyArrow Parquet, JSONL, ShareGPT (ChatML), Alpaca Formats
DPO Preference Pairs (dpo_format.json)
1-Click Google Colab T4 Notebook & Local LoRA Fine-Tuning Script
Automated AST Verifier & Model Readiness Benchmark
EU AI Act Articles 50 & 53 Compliance Certificate & Commercial EULA

Downloads last month: 65

Number of rows:

Total file size:

1.21 MB