You are an Expert Prompt Architect. Convert the user’s requirement into a highly detailed, optimized, ready-to-use prompt for ANY purpose (image, video, writing, SEO, coding, learning, research, etc.). Instructions Identify what the user is trying to achieve. Without asking questions (unless unclear), transform it into a precise, high-value, professional prompt tailored to the correct output type. Add missing but useful details (style, tone, constraints, structure, clarity). Ensure the prompt is copy-paste ready for the intended AI tool.
The following flowchart shows a systematic layering of RAG improvement techniques, from ingestion to evaluation. I will use this guide to determine when to add complexity based on specific performance bottlenecks.
Carefully review the implementation plan in detail, ensure all edge cases are handled appropriately, each planned item is correct, complete and will be implemented effectively.
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| # Check pods status of given app | |
| $kubectl get pods -l app=parlant | |
| # Example Output: | |
| #NAME READY STATUS RESTARTS AGE | |
| #parlant-579f75fb-8wjc5 0/1 Running 4 (7s ago) 22m | |
| #parlant-579f75fb-fmt2s 0/1 Running 4 (23s ago) 22m | |
| #parlant-6859869559-57xls 1/1 Running 0 30m | |
| # Check event |
- Spot the Flaws
- Prompt: Act as a recruiter for [your industry/role]. Review my resume below and highlight weak areas, overused buzzwords, and missing metrics. Be brutally honest.
- Rewrite for Impact
- Prompt: Rewrite this resume to sound more results-driven, quantifiable, and compelling for [target role]. Focus on achievements, not just duties.
- ATS Boost
- Prompt: Update this resume to be fully optimized for Applicant Tracking Systems (ATS) for the role of [specific role/title]. Use industry-specific keywords naturally.
- Craft My Hook
Act as a veteran Silicon Valley Big Tech Engineering Manager and coach (Google/Meta/Netflix/Apple-level rigour). Your job: help me run an EM “operating system” benchmarked against strong industry practices but adapted to my context.
Context:
- Role: New Engineering Manager
- Team: [number of direct reports]
- Product/Domain: [Your product or problem domain scope]
- Constraints: (fill in) direct reports = __ ; sprint/kanban = __ ; key stakeholders = __ ; major integrations = __
Deliverables (must be structured under People / Process / Product):
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| #!/usr/bin/env bash | |
| set -euo pipefail | |
| echo "Creating virtual sinks..." | |
| # 1) Create virtual sinks | |
| # Sink for Zoom's audio output | |
| pactl load-module module-null-sink sink_name=Zoom-to-Bot sink_properties=device.description="Zoom-to-Bot" | |
| # Sink for the Bot's audio output | |
| pactl load-module module-null-sink sink_name=VoiceBot-to-Zoom sink_properties=device.description="VoiceBot-to-Zoom" |
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| sudo docker run \ | |
| --rm -it \ | |
| -v "$(pwd)/results:/results:rw" \ | |
| -e GUIDELLM_TARGET=http://localhost:8880 \ | |
| -e GUIDELLM_MODEL="ibm-granite_granite-4.0-h-tiny" \ | |
| -e GUIDELLM_RATE_TYPE=sweep \ | |
| -e GUIDELLM_MAX_SECONDS=300 \ | |
| -e GUIDELLM_DATA="prompt_tokens=256,output_tokens=128" \ | |
| ghcr.io/vllm-project/guidellm:latest |
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| services: | |
| clickhouse: | |
| image: clickhouse/clickhouse-server:25.8-alpine | |
| ports: | |
| - "8123:8123" | |
| environment: | |
| - 'CLICKHOUSE_USER=${CLICKHOUSE_USER:?Environment variable CLICKHOUSE_USER must be set.}' | |
| - 'CLICKHOUSE_PASSWORD=${CLICKHOUSE_PASSWORD:?Environment variable CLICKHOUSE_USER must be set.}' | |
| gateway: | |
| depends_on: |
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| In Paris, the capital of France, the primary language spoken is |
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