https://github.com/hwchase17/chat-your-data

https://github.com/hwchase17/chat-your-data

Last synced: 7 days ago
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• Host: GitHub
• URL: https://github.com/hwchase17/chat-your-data
• Owner: hwchase17
• License: mit
• Created: 2023-02-06T04:51:25.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-11-05T13:11:44.000Z (almost 1 year ago)
• Last Synced: 2024-10-04T06:19:48.783Z (about 1 month ago)
• Language: Python
• Size: 23.7 MB
• Stars: 931
• Watchers: 17
• Forks: 272
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Chat-Your-Data

Create a ChatGPT like experience over your custom docs using [LangChain](https://github.com/langchain-ai/langchain).

See [this blog post](blogpost.md) for a more detailed explanation.

## Step 0: Install requirements

`pip install -r requirements.txt`

## Step 1: Set your open AI Key

```sh

export OPENAI_API_KEY=

```

## Step 2: Ingest your data

Run: `python ingest_data.py`

This builds `vectorstore.pkl` using OpenAI Embeddings and FAISS.

## Query data

Custom prompts are used to ground the answers in the state of the union text file.

## Running the Application

By running `python app.py` from the command line you can easily interact with your ChatGPT over your own data.