Ollama SQLite RAG v2.0.zip

Functional changes:

• Switched to DeepSeek R1:1.5b model.
• Introduced model timeout to prevent model from getting stuck

Code changes:

• Cleaned up and de-spaghettified
• Separated Streamlit logic from RAG logic
• Better naming
• Self describing code

Known issues:
#1 - RAG has no context window
#2 - Unstructured model output
#3 - Currently there's no tracking costs nor performance

Ollama SQLite RAG v1.1.zip

Initial release. Much work to do.

Uses Ollama model Zephyr:7b

RAG's intended pipeline:

1. Translator model translates naturally asked question to SQL query
2. SQL query gets exectuted and the results are passed to the model
3. Detective model analyzes query results and decides upon next steps

Known issues:
#1 - RAG has no context window
#2 - Unstructured model output
#3 - Currently there's no tracking costs nor performance