From 43128f4266910ec77465d28abcb2f11381cd88be Mon Sep 17 00:00:00 2001 From: Craig Osterhout <103533812+craig-osterhout@users.noreply.github.com> Date: Thu, 1 Feb 2024 08:44:11 -0800 Subject: [PATCH] add genai guide (#19262) * add genai guide Signed-off-by: Craig Osterhout Co-authored-by: Stephanie Aurelio <133041642+stephaurelio@users.noreply.github.com> --- .../guides/use-case/genai-video-bot/_index.md | 243 ++++++++++++++++++ .../genai-video-bot/images/architecture.webp | Bin 0 -> 66394 bytes .../use-case/genai-video-bot/images/bot.webp | Bin 0 -> 38674 bytes .../genai-video-bot/images/embeddings.webp | Bin 0 -> 10698 bytes .../genai-video-bot/images/yt-whisper-2.webp | Bin 0 -> 18246 bytes .../genai-video-bot/images/yt-whisper.webp | Bin 0 -> 10612 bytes data/toc.yaml | 16 +- 7 files changed, 253 insertions(+), 6 deletions(-) create mode 100644 content/guides/use-case/genai-video-bot/_index.md create mode 100644 content/guides/use-case/genai-video-bot/images/architecture.webp create mode 100644 content/guides/use-case/genai-video-bot/images/bot.webp create mode 100644 content/guides/use-case/genai-video-bot/images/embeddings.webp create mode 100644 content/guides/use-case/genai-video-bot/images/yt-whisper-2.webp create mode 100644 content/guides/use-case/genai-video-bot/images/yt-whisper.webp diff --git a/content/guides/use-case/genai-video-bot/_index.md b/content/guides/use-case/genai-video-bot/_index.md new file mode 100644 index 0000000000..dedcf1e1c2 --- /dev/null +++ b/content/guides/use-case/genai-video-bot/_index.md @@ -0,0 +1,243 @@ +--- +description: Explore a generative AI video analysis app that uses Docker, OpenAI, and Pinecone. +keywords: python, generative ai, genai, llm, whisper, pinecone, openai, whisper +title: GenAI video transcription and chat +--- + +## Overview + +This guide presents a project on video transcription and analysis using a set of +technologies related to the +[GenAI Stack](https://www.docker.com/blog/introducing-a-new-genai-stack/). + +The project showcases the following technologies: +- [Docker and Docker Compose](#docker-and-docker-compose) +- [OpenAI](#openai-api) +- [Whisper](#whisper) +- [Embeddings](#embeddings) +- [Chat completions](#chat-completions) +- [Pinecone](#pinecone) +- [Retrieval-Augmented Generation](#retrieval-augmented-generation) + +> **Acknowledgment** +> +> This guide is a community contribution. Docker would like to thank +> [David Cardozo](https://www.davidcardozo.com/) for his contribution +> to this guide. + +## Prerequisites + +- You have an [OpenAI API Key](https://platform.openai.com/api-keys). +- You have a [Pinecone API Key](https://app.pinecone.io/). +- You have installed the latest version of [Docker Desktop](../../../get-docker.md). Docker adds new features regularly and some parts of this guide may work only with the latest version of Docker Desktop. +- You have a [Git client](https://git-scm.com/downloads). The examples in this section use a command-line based Git client, but you can use any client. + +## About the application + +The application is a chatbot that can answer questions from a video. In +addition, it provides timestamps from the video that can help you find the sources used to answer your question. + +## Get and run the application + +1. Clone the sample application's repository. In a terminal, run the following + command. + ```console + $ git clone https://github.com/Davidnet/docker-genai.git + ``` + The project contains the following directories and files: + ```text + ├── docker-genai/ + │ ├── docker-bot/ + │ ├── yt-whisper/ + │ ├── .env.example + │ ├── .gitignore + │ ├── LICENSE + │ ├── README.md + │ └── docker-compose.yaml + ``` + +2. Specify your API keys. In the `docker-genai` directory, create a text file + called `.env` and specify your API keys inside. The following is the contents of the `.env.example` file that you can refer to as an example. + + ```text + #---------------------------------------------------------------------------- + # OpenAI + #---------------------------------------------------------------------------- + OPENAI_TOKEN=your-api-key # Replace your-api-key with your personal API key + + #---------------------------------------------------------------------------- + # Pinecone + #---------------------------------------------------------------------------- + PINECONE_TOKEN=your-api-key # Replace your-api-key with your personal API key + ``` + +3. Build and run the application. In a terminal, change directory to your + `docker-genai` directory and run the following command. + ```console + $ docker compose up --build + ``` + Docker Compose builds and runs the application based on the services defined + in the `docker-compose.yaml` file. When the application is running, you'll + see the logs of 2 services in the terminal. + + In the logs, you'll see the services are exposed on ports `8503` and `8504`. + The two services are complimentary to each other. + + The `yt-whisper` service is running on port `8503`. This service feeds the + Pinecone database with videos that you want to archive in your knowledge + database. The following section explores this service. + +## Using the yt-whisper service + +The yt-whisper service is a YouTube video processing service that uses the OpenAI +Whisper model to generate transcriptions of videos and stores them in a Pinecone +database. The following steps show how to use the service. + +1. Open a browser and access the yt-whisper service at [http://localhost:8503](http://localhost:8503). +2. Once the application appears, in the **Youtube URL** field specify a Youtube video URL + and select **Submit**. The following example uses + [https://www.youtube.com/watch?v=yaQZFhrW0fU](https://www.youtube.com/watch?v=yaQZFhrW0fU). + + ![Submitting a video in the yt-whisper service](images/yt-whisper.webp) + + The yt-whisper service downloads the audio of the video, uses Whisper to + transcribe it into a WebVTT (`*.vtt`) format (which you can download), then + uses the text-embedding-3-small model to create embeddings, and finally + uploads those embeddings in to the Pinecone database. + + After processing the video, a video list appears in the web app that informs + you which videos have been indexed in Pinecone. It also provides a button to + download the transcript. + + ![A processed video in the yt-whisper service](images/yt-whisper-2.webp) + + You can now access the dockerbot service on port `8504` and ask questions + about the videos. + +## Using the dockerbot service + +The dockerbot service is a question-answering service that leverages both the +Pinecone database and an AI model to provide responses. The following steps show +how to use the service. + +> **Note** +> +> You must process at least one video via the +> [yt-whisper service](#using-the-yt-whisper-service) before using +> the dockerbot service. + +1. Open a browser and access the service at + [http://localhost:8504](http://localhost:8504). + +2. In the **What do you want to know about your videos?** text box, ask the + Dockerbot a question about a video that was processed by the yt-whisper + service. The following example asks the question, "What is a sugar cookie?". + The answer to that question exists in the video processed in the previous + example, + [https://www.youtube.com/watch?v=yaQZFhrW0fU](https://www.youtube.com/watch?v=yaQZFhrW0fU). + + ![Asking a question to the Dockerbot](images/bot.webp) + + In this example, the Dockerbot answers the question and + provides links to the video with timestamps, which may contain more + information about the answer. + + The dockerbot service takes the question, turns it into an embedding using + the text-embedding-3-small model, queries the Pinecone database to find + similar embeddings, and then passes that context into the gpt-4-turbo-preview + to generate an answer. + +3. Select the first link to see what information it provides. Based on the + previous example, select + [https://www.youtube.com/watch?v=yaQZFhrW0fU&t=553s](https://www.youtube.com/watch?v=yaQZFhrW0fU&t=553s). + + In the example link, you can see that the section of video perfectly answers + the question, "What is a sugar cookie?". + +## Explore the application architecture + +The following image shows the application's high-level service architecture, which includes: +- yt-whisper: A local service, ran by Docker Compose, that interacts with the + remote OpenAI and Pinecone services. +- dockerbot: A local service, ran by Docker Compose, that interacts with the + remote OpenAI and Pinecone services. +- OpenAI: A remote third-party service. +- Pinecone: A remote third-party service. + +![Application architecture diagram](images/architecture.webp) + +## Explore the technologies used and their role + +### Docker and Docker Compose + +The application uses Docker to run the application in containers, providing a +consistent and isolated environment for running it. This means the application +will operate as intended within its Docker containers, regardless of the +underlying system differences. To learn more about Docker, see the [Getting started overview](../../get-started/_index.md). + +Docker Compose is a tool for defining and running multi-container applications. +Compose makes it easy to run this application with a single command, `docker +compose up`. For more details, see the [Compose overview](../../../compose/_index.md). + +### OpenAI API + +The OpenAI API provides an LLM service that's known for its cutting-edge AI and +machine learning technologies. In this application, OpenAI's technology is used +to generate transcriptions from audio (using the Whisper model) and to create +embeddings for text data, as well as to generate responses to user queries +(using GPT and chat completions). For more details, see +[openai.com](https://openai.com/product). + +### Whisper + +Whisper is an automatic speech recognition system developed by OpenAI, designed +to transcribe spoken language into text. In this application, Whisper is used to +transcribe the audio from YouTube videos into text, enabling further processing +and analysis of the video content. For more details, see [Introducing Whisper](https://openai.com/research/whisper). + +### Embeddings + +Embeddings are numerical representations of text or other data types, which +capture their meaning in a way that can be processed by machine learning +algorithms. In this application, embeddings are used to convert video +transcriptions into a vector format that can be queried and analyzed for +relevance to user input, facilitating efficient search and response generation +in the application. For more details, see OpenAI's +[Embeddings](https://platform.openai.com/docs/guides/embeddings) documentation. + +![Embedding diagram](images/embeddings.webp) + +### Chat completions + +Chat completion, as utilized in this application through OpenAI's API, refers to +the generation of conversational responses based on a given context or prompt. +In the application, it is used to provide intelligent, context-aware answers to +user queries by processing and integrating information from video transcriptions +and other inputs, enhancing the chatbot's interactive capabilities. For more +details, see OpenAI's +[Chat Completions API](https://platform.openai.com/docs/guides/text-generation) documentation. + +### Pinecone + +Pinecone is a vector database service optimized for similarity search, used for +building and deploying large-scale vector search applications. In this +application, Pinecone is employed to store and retrieve the embeddings of video +transcriptions, enabling efficient and relevant search functionality within the +application based on user queries. For more details, see +[pincone.io](https://www.pinecone.io/). + +### Retrieval-Augmented Generation + +Retrieval-Augmented Generation (RAG) is a technique that combines information +retrieval with a language model to generate responses based on retrieved +documents or data. In RAG, the system retrieves relevant information (in this +case, via embeddings from video transcriptions) and then uses a language model +to generate responses based on this retrieved data. For more details, see +OpenAI's cookbook for +[Retrieval Augmented Generative Question Answering with Pinecone](https://cookbook.openai.com/examples/vector_databases/pinecone/gen_qa). + +## Next steps + +Explore how to [create a PDF bot application](../genai-pdf-bot/_index.md) using +generative AI, or view more GenAI samples in the +[GenAI Stack](https://github.com/docker/genai-stack) repository. \ No newline at end of file diff --git a/content/guides/use-case/genai-video-bot/images/architecture.webp b/content/guides/use-case/genai-video-bot/images/architecture.webp new file mode 100644 index 0000000000000000000000000000000000000000..05e0b3c254d6c45438baf4df0d60ff6ad33a46aa GIT binary patch literal 66394 zcmdSAV~{0T+csLZZFSkUtIJjwx@>jXHoMEVZQHhO+ve9Z(>*iq`#e9sbAFw(BPwFo z${m?2SKhd=QbAlqL;)BOKt)(k?u#6|DiiPHG+$p3x#bJ{cs=0zc$)BfzsdOj^Vg4W+a4kC06$lOfFB4D zz`6@G4UlpIJRgKNN-RS%FZUB+w%rhWB@(2u<;!!ekE^Kkk^$gA!}-Uqm*d4#?CZyK z#YIL;`z5#E;=&N`#=FYLN3YY3>+xyCvaEzm@SFUZ%4^W6*Yk!iezunpFQ8Z6$M-wU 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