Issues

• Add Embeddings created by a Sentence-BERT local model and evaluate how it performs against the OpenAI text-embedding-3-large model.

  superDB12/securityRAG#28 · Filter by author JohnFunkCode opened on Jul 17, 2025
  1

• Build an AI evaluator to rank the responses provided by our RAG system.

  superDB12/securityRAG#26 · Filter by author JohnFunkCode opened on Jul 13, 2025

• Investigate the performance of inserting splits with their embeddings into the split table.

  superDB12/securityRAG#24 · Filter by author JohnFunkCode opened on Jul 13, 2025

• Implemented bulk embedding generation using embed_documents instead of individual calls embed_query. This should speed up Analyzer.

  superDB12/securityRAG#23 · Filter by author JohnFunkCode opened on Jul 13, 2025

• Add code to escape special characters before sending them to OpenAI. Specifically the text {Wallet} caused the openID api to try to do variable substitution, looking for a variable called Wallet.

  superDB12/securityRAG#22 · Filter by author JohnFunkCode opened on Jul 13, 2025

• Refactor logging thresholds

  superDB12/securityRAG#21 · Filter by author superDB12 opened on Jul 6, 2025

• Add error handling to noptify the user that their concept is not in our corpus of text if the semantic search yields no results.

  superDB12/securityRAG#19 · Filter by author JohnFunkCode opened on Jun 29, 2025

• link the result back to the audio from the podcast episode

  superDB12/securityRAG#16 · Filter by author JohnFunkCode opened on Jun 29, 2025

• Add voice output to the response

  superDB12/securityRAG#13 · Filter by author JohnFunkCode opened on Jun 22, 2025

• Add voice input to the query

  superDB12/securityRAG#12 · Filter by author JohnFunkCode opened on Jun 22, 2025

• Add metadata about the episode to the splits when we hand the splits and query to the llm to create a response.

  superDB12/securityRAG#11 · Filter by author JohnFunkCode opened on Jun 22, 2025
  1