From dbfa5dd6e73209c4ea2d28e1c14970fb0f262d62 Mon Sep 17 00:00:00 2001 From: Chun Tao Date: Tue, 22 Oct 2024 23:58:17 -0700 Subject: [PATCH] Initiate "AvatarChatbot" (audio) example (#923) Signed-off-by: Chun Tao Signed-off-by: rbrugaro Signed-off-by: ZePan110 Signed-off-by: Louie Tsai Signed-off-by: chen, suyue Co-authored-by: rbrugaro Co-authored-by: ZePan110 Co-authored-by: kevinintel Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Louie Tsai Co-authored-by: chen, suyue Signed-off-by: Arthur Leung --- AvatarChatbot/.gitignore | 6 + AvatarChatbot/Dockerfile | 33 ++ AvatarChatbot/README.md | 105 +++++ AvatarChatbot/assets/audio/eg3_ref.wav | Bin 0 -> 1269838 bytes .../assets/audio/sample_minecraft.json | 3 + .../assets/audio/sample_question.json | 3 + .../assets/audio/sample_whoareyou.json | 4 + AvatarChatbot/assets/img/avatar1.jpg | Bin 0 -> 151228 bytes AvatarChatbot/assets/img/avatar2.jpg | Bin 0 -> 161903 bytes 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AvatarChatbot/docker_image_build/build.yaml | 73 +++ AvatarChatbot/tests/test_compose_on_gaudi.sh | 145 ++++++ AvatarChatbot/tests/test_compose_on_xeon.sh | 142 ++++++ AvatarChatbot/ui/gradio/app_gradio_demo.py | 444 ++++++++++++++++++ 30 files changed, 1776 insertions(+) create mode 100644 AvatarChatbot/.gitignore create mode 100644 AvatarChatbot/Dockerfile create mode 100644 AvatarChatbot/README.md create mode 100644 AvatarChatbot/assets/audio/eg3_ref.wav create mode 100644 AvatarChatbot/assets/audio/sample_minecraft.json create mode 100644 AvatarChatbot/assets/audio/sample_question.json create mode 100644 AvatarChatbot/assets/audio/sample_whoareyou.json create mode 100644 AvatarChatbot/assets/img/avatar1.jpg create mode 100644 AvatarChatbot/assets/img/avatar2.jpg create mode 100644 AvatarChatbot/assets/img/avatar3.png create mode 100644 AvatarChatbot/assets/img/avatar4.png create mode 100644 AvatarChatbot/assets/img/avatar5.png create mode 100644 AvatarChatbot/assets/img/avatar6.png create mode 100644 AvatarChatbot/assets/img/design.png create mode 100644 AvatarChatbot/assets/img/flowchart.png create mode 100644 AvatarChatbot/assets/img/gaudi.png create mode 100644 AvatarChatbot/assets/img/opea_gh_qr.png create mode 100644 AvatarChatbot/assets/img/opea_qr.png create mode 100644 AvatarChatbot/assets/img/xeon.jpg create mode 100644 AvatarChatbot/assets/outputs/result_max_tokens_1024.mp4 create mode 100644 AvatarChatbot/assets/outputs/result_max_tokens_64.mp4 create mode 100644 AvatarChatbot/avatarchatbot.py create mode 100644 AvatarChatbot/docker_compose/intel/cpu/xeon/README.md create mode 100644 AvatarChatbot/docker_compose/intel/cpu/xeon/compose.yaml create mode 100644 AvatarChatbot/docker_compose/intel/hpu/gaudi/README.md create mode 100644 AvatarChatbot/docker_compose/intel/hpu/gaudi/compose.yaml create mode 100644 AvatarChatbot/docker_image_build/build.yaml create mode 100644 AvatarChatbot/tests/test_compose_on_gaudi.sh create mode 100644 AvatarChatbot/tests/test_compose_on_xeon.sh create mode 100644 AvatarChatbot/ui/gradio/app_gradio_demo.py diff --git a/AvatarChatbot/.gitignore b/AvatarChatbot/.gitignore new file mode 100644 index 0000000000..8ad440e683 --- /dev/null +++ b/AvatarChatbot/.gitignore @@ -0,0 +1,6 @@ +*.safetensors +*.bin +*.model +*.log +docker_compose/intel/cpu/xeon/data +docker_compose/intel/hpu/gaudi/data diff --git a/AvatarChatbot/Dockerfile b/AvatarChatbot/Dockerfile new file mode 100644 index 0000000000..b845296f70 --- /dev/null +++ b/AvatarChatbot/Dockerfile @@ -0,0 +1,33 @@ + + +# Copyright (C) 2024 Intel Corporation +# SPDX-License-Identifier: Apache-2.0 + +FROM python:3.11-slim + +RUN apt-get update -y && apt-get install -y --no-install-recommends --fix-missing \ + libgl1-mesa-glx \ + libjemalloc-dev \ + vim \ + git + +RUN useradd -m -s /bin/bash user && \ + mkdir -p /home/user && \ + chown -R user /home/user/ + +WORKDIR /home/user/ +RUN git clone https://github.com/opea-project/GenAIComps.git +WORKDIR /home/user/GenAIComps + +RUN pip install --no-cache-dir --upgrade pip && \ + pip install --no-cache-dir -r /home/user/GenAIComps/requirements.txt + +COPY ./avatarchatbot.py /home/user/avatarchatbot.py + +ENV PYTHONPATH=$PYTHONPATH:/home/user/GenAIComps + +USER user + +WORKDIR /home/user + +ENTRYPOINT ["python", "avatarchatbot.py"] diff --git a/AvatarChatbot/README.md b/AvatarChatbot/README.md new file mode 100644 index 0000000000..ed0e29e8c1 --- /dev/null +++ b/AvatarChatbot/README.md @@ -0,0 +1,105 @@ +# AvatarChatbot Application + +The AvatarChatbot service can be effortlessly deployed on either Intel Gaudi2 or Intel XEON Scalable Processors. + +## AI Avatar Workflow + +The AI Avatar example is implemented using both megaservices and the component-level microservices defined in [GenAIComps](https://github.com/opea-project/GenAIComps). The flow chart below shows the information flow between different megaservices and microservices for this example. + +```mermaid +--- +config: + flowchart: + nodeSpacing: 100 + rankSpacing: 100 + curve: linear + themeVariables: + fontSize: 42px +--- +flowchart LR + classDef blue fill:#ADD8E6,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 + classDef thistle fill:#D8BFD8,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 + classDef orange fill:#FBAA60,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 + classDef orchid fill:#C26DBC,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 + classDef invisible fill:transparent,stroke:transparent; + style AvatarChatbot-Megaservice stroke:#000000 + + subgraph AvatarChatbot-Megaservice["AvatarChatbot Megaservice"] + direction LR + ASR([ASR Microservice]):::blue + LLM([LLM Microservice]):::blue + TTS([TTS Microservice]):::blue + animation([Animation Microservice]):::blue + end + subgraph UserInterface["User Interface"] + direction LR + invis1[ ]:::invisible + USER1([User Audio Query]):::orchid + USER2([User Image/Video Query]):::orchid + UI([UI server
]):::orchid + end + GW([AvatarChatbot GateWay
]):::orange + subgraph . + direction LR + X([OPEA Microservice]):::blue + Y{{Open Source Service}}:::thistle + Z([OPEA Gateway]):::orange + Z1([UI]):::orchid + end + + WHISPER{{Whisper service}}:::thistle + TGI{{LLM service}}:::thistle + T5{{Speecht5 service}}:::thistle + WAV2LIP{{Wav2Lip service}}:::thistle + + %% Connections %% + direction LR + USER1 -->|1| UI + UI -->|2| GW + GW <==>|3| AvatarChatbot-Megaservice + ASR ==>|4| LLM ==>|5| TTS ==>|6| animation + + direction TB + ASR <-.->|3'| WHISPER + LLM <-.->|4'| TGI + TTS <-.->|5'| T5 + animation <-.->|6'| WAV2LIP + + USER2 -->|1| UI + UI <-.->|6'| WAV2LIP +``` + +## Deploy AvatarChatbot Service + +The AvatarChatbot service can be deployed on either Intel Gaudi2 AI Accelerator or Intel Xeon Scalable Processor. + +### Deploy AvatarChatbot on Gaudi + +Refer to the [Gaudi Guide](./docker_compose/intel/hpu/gaudi/README.md) for instructions on deploying AvatarChatbot on Gaudi. + +### Deploy AvatarChatbot on Xeon + +Refer to the [Xeon Guide](./docker_compose/intel/cpu/xeon/README.md) for instructions on deploying AvatarChatbot on Xeon. + +## Supported Models + +### ASR + +The default model is [openai/whisper-small](https://huggingface.co/openai/whisper-small). It also supports all models in the Whisper family, such as `openai/whisper-large-v3`, `openai/whisper-medium`, `openai/whisper-base`, `openai/whisper-tiny`, etc. + +To replace the model, please edit the `compose.yaml` and add the `command` line to pass the name of the model you want to use: + +```yaml +services: + whisper-service: + ... + command: --model_name_or_path openai/whisper-tiny +``` + +### TTS + +The default model is [microsoft/SpeechT5](https://huggingface.co/microsoft/speecht5_tts). We currently do not support replacing the model. More models under the commercial license will be added in the future. + +### Animation + +The default model is [Rudrabha/Wav2Lip](https://github.com/Rudrabha/Wav2Lip) and [TencentARC/GFPGAN](https://github.com/TencentARC/GFPGAN). We currently do not support replacing the model. 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