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0.1.0

PyPI

acai-swarm

AI agent swarm orchestrator for coding

Published21 Apr 2026

Direct dependencies31

Transitive dependenciesNot calculated

README

Version 0.1.0 documentation

acai

Test for AI model in inference

Generative AI

Text to Text (Regular LLM)
Text to image (Diffusion)
Text to Video ()

Vision

Depth Estimation
Key point detection
Object Detection
Image Segmentation

Image to Mesh ()

Audio

Text to Speech (TTS)
Speech to Text (Whisper)
Text to audio

Graph

Graph Machine Learning
- Protein-Protein Interaction Prediction
- Molecular Property Prediction

flowchart TD
    User --> IN_Speech[Speech]
    User --> IN_Text[Text]
    User --> IN_Image[Photo]

    IN_Speech --> MODEL_S2T[Speech to Text]--> IN_Text
    IN_Image[Photo] --> MODEL_LLM[Text to Text]

    IN_Text --> MODEL_LLM[Text to Text] --> OUT_Text[Text] --> MODEL_TTS[Text to Speech] --> OUT_Speech[Speech]
    IN_Text --> MODEL_T2I[Text to Image] --> OUT_Image[Image]
    IN_Text --> MODEL_T2A[Text to Audio] --> OUT_Audio[Audio]

    User@{shape: doc}

    IN_Speech@{shape: lean-r}
    IN_Text@{shape: lean-r}

    OUT_Text@{shape: lean-l}
    OUT_Image@{shape: lean-l}
    OUT_Audio@{shape: lean-l}
    OUT_Speech@{shape: lean-l}

    MODEL_S2T@{shape: lin-rect}
    MODEL_LLM@{shape: lin-rect}
    MODEL_TTS@{shape: lin-rect}
    MODEL_T2I@{shape: lin-rect}
    MODEL_T2A@{shape: lin-rect}

Audio
- AudioClassification
- AutomaticSpeechRecognition
- TextToAudio
- ZeroShotAudioClassification
Computer Vision
- Depth Estimation
- Image Classification
- Image Segmentation
- Image to Image
- KeypointMatching
- Object Detection
- VideoClassification
- ZeroShotImageClassification
- ZeroShotObjectDetection
NLP
- QuestionAnswering
- Summarization
- TextClassification
- TextGeneration
- Translaation
MultiModal
- Image to Text

Models

Text To Image
- Black Forest Lab: Flux.1 | Flux.1 Krea | Flux.1 Kontext | Flux.2
  - 57Go
- Google: Imagen4 | Nano Banana
- OpenAI
- Pony: Pony Diffusion | Pony Diffusion V7
  - https://huggingface.co/purplesmartai/pony-v7-base: 60Go
- SDXL: Ilustrious | NoobAI
  - https://huggingface.co/stablediffusionapi/nova-anime-xl-v8.0-ilustrious: 7Go
  - https://huggingface.co/CabalResearch/NoobAI-Flux2VAE-RectifiedFlow: 70Go
- SD: Stable Diffusion 1.X | Stable Diffusion XL
  - https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0: 80Go
- ZImageTurbo
  - Tongyi-MAI/Z-Image-Turbo: 32Go
- Chroma:
  - lodestones/Chroma1-Base: 45 Go
  - lodestones/Chroma1-Radiance: 57 Go
- HiDream
  - https://huggingface.co/HiDream-ai/HiDream-E1-Full/tree/main: 47Go
- Seedream
  - https://huggingface.co/tm-hf-repo/seedream-pixar
- Qwen
  - https://huggingface.co/Qwen/Qwen-Image: 57 Go
Text to Video
- Sora 2
- Google VEO 3
- Vidu Q1
- Hailuo by MiniMax
- Kling
  - https://huggingface.co/KlingTeam/SVG-T2I/tree/main: 107Go
- Lightricks
  - https://huggingface.co/Lightricks/LTX-Video/tree/main: 254Go
- Mochi
  - https://huggingface.co/genmo/mochi-1-preview: 134Go
- Hunyuan
  - https://huggingface.co/tencent/HunyuanVideo-1.5/tree/main: 372Go
- Wan
  - https://huggingface.co/Wan-AI/Wan2.2-I2V-A14B-Diffusers/tree/main: 126Go

Wan-AI/Wan2.2-T2V-A14B-Diffusers

Wan-AI/Wan2.2-T2V-A14B-Diffusers : Text to Video

Wan-AI/Wan2.2-Animate-14B : Video to Video

Wan-AI/Wan2.2-S2V-14B : Speech-to-Video

Wan-AI/Wan2.2-I2V-A14B : Image to Video

Wan-AI/Wan2.2-TI2V-5B : Text | Image to Video

https://www.reddit.com/r/StableDiffusion/comments/1q08ro5/qwenimage2512_released_on_huggingface/

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Declared dependencies 31

Native requirements

31 direct targetsNot calculated transitive count

Package / target	Requirement	Relationship
argklass Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`argklass`	runtime
fastapi Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`fastapi`	runtime
uvicorn Environment { "extras": "standard", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`uvicorn[standard]`	runtime
python-socketio Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`python-socketio`	runtime
flask Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`flask`	runtime
flask-socketio Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`flask-socketio`	runtime
requests Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`requests`	runtime
sqlalchemy Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`sqlalchemy`	runtime
pyyaml Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`pyyaml`	runtime
importlib_resources Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`importlib_resources`	runtime
cantilever Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`cantilever`	runtime
voir Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`voir`	runtime
qwen_vl_utils Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`qwen_vl_utils`	runtime
torchvision Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`torchvision`	runtime
vllm Environment { "extras": "", "marker": null, "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`vllm`	runtime
accelerate Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`accelerate; extra == "models"`	runtime
torch Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`torch; extra == "models"`	runtime
torchcompat Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`torchcompat; extra == "models"`	runtime
transformers Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`transformers; extra == "models"`	runtime
sentencepiece Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`sentencepiece; extra == "models"`	runtime
diffusers Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`diffusers; extra == "models"`	runtime
datasets Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`datasets; extra == "models"`	runtime
librosa Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`librosa; extra == "models"`	runtime
torchaudio Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`torchaudio; extra == "models"`	runtime
opencv-python Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`opencv-python; extra == "models"`	runtime
imageio Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`imageio; extra == "models"`	runtime
imageio-ffmpeg Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`imageio-ffmpeg; extra == "models"`	runtime
av Environment { "extras": "", "marker": "extra == \"models\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`av; extra == "models"`	runtime
pytest Environment { "extras": "", "marker": "extra == \"dev\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`pytest; extra == "dev"`	runtime
pytest-cov Environment { "extras": "", "marker": "extra == \"dev\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`pytest-cov; extra == "dev"`	runtime
ruff Environment { "extras": "", "marker": "extra == \"dev\"", "requires_python": ">=3.10", "evaluation": "NOT_EVALUATED" }	`ruff; extra == "dev"`	runtime