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hailo-aihailo-ai/hailo-apps/.cursor/rules/gen-ai-apps.mdc

hailo-apps / rules

Cursor rule506 starsChanged 7 months agoMITView on GitHub

You are working on a Gen AI application (VLM, LLM, Whisper, Voice, or Agent). Read these files before making changes (paths relative to .hailo/):

We split this gen-ai-apps.mdc into the rules it gives an agent

7 rules. About 0 are common, 0 are distinctive, and 7 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈0

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 7

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Read these files before making changes (paths relative to .hailo/):

    line 12
  2. Very specific:

    If VLM: toolsets/vlm-backend-api.md, skills/hl-build-vlm-app/SKILL.md

    line 23
  3. Very specific:

    If Voice/Whisper: skills/hl-build-voice-app/SKILL.md

    line 25
  4. Very specific:

    If Camera: memory/camera_and_display.md, skills/hl-camera.md

    line 26
  5. Very specific:

    Use get_standalone_parser() for CLI arguments

    line 30
  6. Very specific:

    Use SHARED_VDEVICE_GROUP_ID for VDevice creation

    line 31
  7. Very specific:

    Always resolve HEF paths with resolve_hef_path(path, app_name, arch)

    line 33

≈ “Common” is an estimate: at least 1 in 5 of the 6,350 Cursor rule files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
gen-ai-apps.mdc
---
globs: ["**/gen_ai_apps/**"]
alwaysApply: false
---

# Gen AI Apps — Contextual Instructions

You are working on a **Gen AI application** (VLM, LLM, Whisper, Voice, or Agent).

## Required Context Files

Read these files before making changes (paths relative to `.hailo/`):

- `instructions/gen-ai-development.md` — VLM/LLM/Whisper development patterns
- `instructions/coding-standards.md` — Import rules, logging, HEF resolution
- `toolsets/gen-ai-utilities.md` — LLM streaming, voice processing, agent tools API
- `toolsets/hailort-api.md` — VDevice, VLM, LLM, Speech2Text API
- `memory/gen_ai_patterns.md` — Architecture patterns, multiprocessing gotchas
- `memory/common_pitfalls.md` — Known anti-patterns to avoid

## Additional Context (load if relevant)

- If VLM: `toolsets/vlm-backend-api.md`, `skills/hl-build-vlm-app/SKILL.md`
- If Agent: `skills/hl-build-agent-app/SKILL.md`
- If Voice/Whisper: `skills/hl-build-voice-app/SKILL.md`
- If Camera: `memory/camera_and_display.md`, `skills/hl-camera.md`

## Key Patterns for Gen AI

- Use `get_standalone_parser()` for CLI arguments
- Use `SHARED_VDEVICE_GROUP_ID` for VDevice creation
- VLM/LLM use multiprocessing backends — check `gen_ai_patterns.md` for the worker process pattern
- Always resolve HEF paths with `resolve_hef_path(path, app_name, arch)`
- Register new apps in `hailo_apps/python/core/common/defines.py`

## Reference Implementations

- VLM app: `hailo_apps/python/gen_ai_apps/vlm_chat/`
- Agent app: `hailo_apps/python/gen_ai_apps/agent_tools_example/`
- Voice: `hailo_apps/python/gen_ai_apps/gen_ai_utils/voice_processing/`
- LLM utils: `hailo_apps/python/gen_ai_apps/gen_ai_utils/llm_utils/`

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