ML-Interview-with-OpnAI-and-LangChain

Simulation of ML interview with plain OpenAI and based on interview-related articles. Use of LangChain framework, OpenAI text-davinci-003 LLM and ChromaDB database for answering questions about loaded texts.

Please see he project notebook-IPYNB and presentation-PDF files.

Order of work:

1. Download websites to htmls with web_scrapper_1_downloader.ipynb
2. Scrap htmls to text files with web_scrapper_2_parser.ipynb
3. Load, combine, add to data base and index text files and run queries with langchain_over_texts.ipynb.