Chat-Your-Data
Create a ChatGPT like experience over your custom docs using LangChain. This repo can help you use models hosted on HuggingFace for embedding and for text generation.
The explanation of this blog post can help you understand the reason for differnt files and the steps involved. We will primarily replace OpenAI API with huggingface based models.
Environment Variable
Please set huggingface token as huggingfacehub_api_token=[your-token]. Token can be generated in the HuggingFace account settings.
Ingest data
Ingestion of data is done over the state_of_the_union.txt file.
Therefor, the only thing that is needed is to be done to ingest data is run python ingest_data.py
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.