Intellihack_Cognic_AI_03

A question-answering system built on DeepSeek's open-source technology that leverages vector databases and large language models for accurate information retrieval and response generation.

Project Structure

• python_scripts/
  • Data extraction from PDFs
  • Vector database creation
• datasets/ - Contains training and evaluation data including:
  • DeepSeek technical documentation
  • Open-source week announcements
  • Design notes
• Notebooks/ - Jupyter notebooks for:
  • Model fine-tuning
  • Inference and evaluation
  • Q&A generation
• fine_tuning_data/ - Contains data for fine-tuning the models
• vector_db/ - Contains the vector database