Context retrieval example

de_wiki_context.py

• Pulze key is required in the .env file for access to the pulze model
• Langfuse key is required in the .env file for observability
• The first time will download the dataset and compute the embeddings
• You can set EMBEDDINGS_HOW_MANY_K to a lower value if you don't want to wait
• Embeddings are cached in the data/ folder
• A few sample questions are provided

gen_context.py

This will process all the questions from the main project.