Implement Document Ingestion & Retrieval
implementationChallengeDecember 5, 2025
Prompt Content
Implement the Python code to ingest a provided dataset of 50 public health documents (mixture of scientific papers, news articles, and transcripts) into a Qdrant collection. Then, write a function that performs semantic search using at least 3 example queries related to the Hepatitis B vaccine debate, returning the top 5 most relevant document chunks for each.
Run with your own API keysBYOK
Use your Anthropic, OpenAI, or Vertex keys to execute this prompt directly in Vera. keys are stored locally in your browser.
Related Prompts
Explore similar prompts from our community
Usage Tips
Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)
Customize placeholder values with your specific requirements and context
For best results, provide clear examples and test different variations