From 541e4f059323e267c593126d45299a10f6bc9a4c Mon Sep 17 00:00:00 2001 From: Aditya Nandan <61308761+adityanandanx@users.noreply.github.com> Date: Thu, 28 Nov 2024 16:32:09 +0530 Subject: [PATCH] docs(Examples): Add documentation for chatbot, chatbot_voice and quivr-whisper examples (#3502) # Description Added documentation for chatbot, chatbot_voice and quivr-whisper examples ## Checklist before requesting a review Please delete options that are not relevant. - [ ] My code follows the style guidelines of this project - [ ] I have performed a self-review of my code - [ ] I have commented hard-to-understand areas - [ ] I have ideally added tests that prove my fix is effective or that my feature works - [ ] New and existing unit tests pass locally with my changes - [ ] Any dependent changes have been merged ## Screenshots (if appropriate): --------- Co-authored-by: Stan Girard --- .../examples/assets/chatbot_voice_flask.mp4 | Bin 0 -> 3793830 bytes docs/docs/examples/chatbot.md | 105 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Clone the repository and navigate to the project directory: + ```bash + git clone https://github.com/QuivrHQ/quivr + cd examples/quivr-whisper + ``` + +2. Set the OpenAI API key as an environment variable: + ```bash + export OPENAI_API_KEY='' + ``` + +3. Install the required dependencies: + ```bash + pip install -r requirements.lock + ``` + +--- + +## Running the Application + +1. Start the Flask server: + ```bash + python app.py + ``` + +2. Open your web browser and navigate to the URL displayed in the terminal (default: `http://localhost:5000`). + +--- + +## Using the Chatbot + +### File Upload + +1. On the interface, upload a `.txt` file. +2. Ensure the file format is supported and its size is manageable. +3. The file will be processed, and a "brain" instance will be created. + +### Asking Questions + +1. Use the microphone to record your question (audio upload). +2. The chatbot will process your question and respond with an audio answer. + +--- + +## How It Works + +### File Upload +- Users upload a `.txt` file. +- The file is saved to the `uploads` directory and used to create a "brain" using **Quivr**. + +### Session Management +- Each session is associated with a unique ID, allowing the system to cache the user's "brain." + +### Speech-to-Text +- User audio files are processed with OpenAI's **Whisper** model to generate transcripts. + +### Question Answering +- The "brain" processes the transcribed text, retrieves relevant answers, and generates a response. + +### Text-to-Speech +- The answer is converted to audio using OpenAI's text-to-speech model and returned to the user. + +--- + +## Workflow + +1. **Upload File**: + - The user uploads a `.txt` file. + - A "brain" is created and cached for the session. + +2. **Ask Questions**: + - The user uploads an audio file containing a question. + - The question is transcribed, processed, and answered using the "brain." + +3. **Answer Delivery**: + - The answer is converted to audio and returned to the user as a Base64-encoded string. + +--- + +## Features + +1. **File Upload and Processing**: + - Creates a context-aware "brain" from the uploaded text file. + +2. **Audio-based Interaction**: + - Supports speech-to-text for input and text-to-speech for responses. + +3. **Session Management**: + - Retains user context throughout the interaction. + +4. **Integration with OpenAI**: + - Uses OpenAI models for transcription, answer generation, and audio synthesis. + +--- + +Enjoy interacting with your text files through an intuitive voice-based interface! \ No newline at end of file diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index 5614b8bc6..45e35b17e 100644 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -89,4 +89,7 @@ nav: - Examples: - examples/index.md - examples/custom_storage.md + - examples/chatbot.md + - examples/chatbot_voice.md + - examples/chatbot_voice_flask.md - Enterprise: https://docs.quivr.app/ diff --git a/docs/requirements-dev.lock b/docs/requirements-dev.lock index 9c734393b..2348d21d1 100644 --- a/docs/requirements-dev.lock +++ b/docs/requirements-dev.lock @@ -25,8 +25,6 @@ anthropic==0.36.1 anyio==4.6.2.post1 # via anthropic # via httpx -appnope==0.1.4 - # via ipykernel asttokens==2.4.1 # via stack-data attrs==24.2.0 @@ -78,6 +76,8 @@ fsspec==2024.9.0 # via huggingface-hub ghp-import==2.1.0 # via mkdocs +greenlet==3.1.1 + # via sqlalchemy griffe==1.2.0 # via mkdocstrings-python h11==0.14.0 diff --git a/docs/requirements.lock b/docs/requirements.lock index 9c734393b..2348d21d1 100644 --- a/docs/requirements.lock +++ b/docs/requirements.lock @@ -25,8 +25,6 @@ anthropic==0.36.1 anyio==4.6.2.post1 # via anthropic # via httpx -appnope==0.1.4 - # via ipykernel asttokens==2.4.1 # via stack-data attrs==24.2.0 @@ -78,6 +76,8 @@ fsspec==2024.9.0 # via huggingface-hub ghp-import==2.1.0 # via mkdocs +greenlet==3.1.1 + # via sqlalchemy griffe==1.2.0 # via mkdocstrings-python h11==0.14.0

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