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dr-doc-search-1.6.3


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مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.

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مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.

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توضیحات

Search through a document using a chat interface
ویژگی مقدار
سیستم عامل -
نام فایل dr-doc-search-1.6.3
نام dr-doc-search
نسخه کتابخانه 1.6.3
نگهدارنده []
ایمیل نگهدارنده []
نویسنده namuan
ایمیل نویسنده github@deskriders.dev
آدرس صفحه اصلی https://namuan.github.io/dr-doc-search
آدرس اینترنتی https://pypi.org/project/dr-doc-search/
مجوز MIT
# Doc Search [![PyPI](https://img.shields.io/pypi/v/dr-doc-search?style=flat-square)](https://pypi.python.org/pypi/dr-doc-search/) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/dr-doc-search?style=flat-square)](https://pypi.python.org/pypi/dr-doc-search/) [![PyPI - License](https://img.shields.io/pypi/l/dr-doc-search?style=flat-square)](https://pypi.python.org/pypi/dr-doc-search/) Converse with a book (PDF) ![](assets/dr-doc-search-github-demo.gif) See [tweet](https://twitter.com/deskriders_twt/status/1612088387984588802) for full demo. --- **Documentation**: [https://namuan.github.io/dr-doc-search](https://namuan.github.io/dr-doc-search) **Source Code**: [https://github.com/namuan/dr-doc-search](https://github.com/namuan/dr-doc-search) **PyPI**: [https://pypi.org/project/dr-doc-search/](https://pypi.org/project/dr-doc-search/) --- ## Pre-requisites - [Tessaract OCR](https://github.com/tesseract-ocr/tesseract) - [ImageMagick](https://imagemagick.org/index.php) > **Note:** > If you are using Windows, then make sure that you set the location > of ImageMagick executable in the `IMCONV` environment variable. ```shell # For example, if you have installed ImageMagick in PROGRAMFILES\ImageMagick-7.1.0-Q16-HDRI set IMCONV="%PROGRAMFILES%\ImageMagick-7.1.0-Q16-HDRI\magick" ``` ## Installation ```sh pip install dr-doc-search ``` ## Example Usage There are two steps to use this application: **1.** First, you need to create the index and generate embeddings for the PDF file. Here I'm using a PDF file generated from this page [Parable of a Monetary Economy ](http://heteconomist.com/parable-of-a-monetary-economy/) Before running this, you need to set up your OpenAI API key. You can get it from [OpenAI](https://beta.openai.com/account/api-keys). > From version 1.5.0, you can skip OpenAI and use HuggingFace models to generate embeddings and answers. ```shell export OPENAI_API_KEY=<your-openai-api-key> ``` The run the following command to start the training process: ```shell dr-doc-search --train -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf ``` Use `huggingface` for generating embeddings: ```shell dr-doc-search --train -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --embedding huggingface ``` The training process generates some temporary files in the `OutputDir/dr-doc-search/<pdf-name>` folder under your home directory. Here is what it looks like: ```text ~/OutputDir/dr-doc-search/parable-of-a-monetary-economy-heteconomist $ tree . ├── images │ ├── output-1.png │ ├── output-10.png │ ├── output-11.png ... │ └── output-9.png ├── index │ ├── docsearch.index │ └── index.pkl ├── parable-of-a-monetary-economy-heteconomist.pdf └── scanned ├── output-1.txt ... └── output-9.txt ``` > **Note:** > It is possible to change the base of the output directory by providing the `--app-dir` argument. **2.** Now that we have the index, we can use it to start asking questions. ```shell dr-doc-search -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --input-question "How did the attempt to reduce the debut resulted in decrease in employment?" ``` Or You can open up a web interface (on port :5006) to ask questions: ```shell dr-doc-search --web-app -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf ``` To use `huggingface` model, provide the `--llm` argument: ```shell dr-doc-search --web-app -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --llm huggingface ``` There are more options for choose the start and end pages for the PDF file. See the help for more details: ```shell dr-doc-search --help ``` ## Acknowledgements - [anton/@abacaj](https://twitter.com/abacaj/status/1608163940726358024) for the idea - [LangChain](https://github.com/hwchase17/langchain) - [HoloViz Panel](https://panel.holoviz.org/) - [OpenAI](https://beta.openai.com/) ## Development * Clone this repository * Requirements: * Python 3.7+ * [Poetry](https://python-poetry.org/) * Create a virtual environment and install the dependencies ```sh poetry install ``` * Activate the virtual environment ```sh poetry shell ``` ### Validating build ```sh make build ``` ### Release process A release is automatically published when a new version is bumped using `make bump`. See `.github/workflows/build.yml` for more details. Once the release is published, `.github/workflows/publish.yml` will automatically publish it to PyPI. ### Disclaimer This project is not affiliated with OpenAI. The OpenAI API and GPT-3 language model are not free after the trial period.


نیازمندی

مقدار نام
==1.4.0 py-executable-checklist
>=13.0.0,<14.0.0 rich
>=3.2.0,<4.0.0 pypdf
>=7.2.0,<8.0.0 pytest
>=0.25.0,<0.26.0 openai
>=0.0.57,<0.0.58 langchain
>=1.7.3,<2.0.0 faiss-cpu
>=0.21.0,<0.22.0 python-dotenv
>=0.14.2,<0.15.0 panel
>=2.0,<3.0 slug
>=2.2.2,<3.0.0 sentence-transformers
>=4.26.0,<5.0.0 transformers


زبان مورد نیاز

مقدار نام
>=3.8.1,<4.0 Python


نحوه نصب


نصب پکیج whl dr-doc-search-1.6.3:

    pip install dr-doc-search-1.6.3.whl


نصب پکیج tar.gz dr-doc-search-1.6.3:

    pip install dr-doc-search-1.6.3.tar.gz