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# Tasks for Johannes
## Tags
* kanban: johannesm
* assigned: johannesm
* status: in progress
## Tasks
### Ongoing
* [] Document work on issue tracker
* [] Make naturalization faster
* [] Proceed with QTL
### Later
* [~] Fix bugs with AI system
* [~] Catch up with SPARQL
* [~] Catch up on LMDB
### Past
* [X] Make RAG script available for reuse and clean it with Bonface
* [X] Discuss with Bonface on how to get metadata for RAG
* [X] Pickle RAG -> not successful :)
* [X] Try out SPARQLWrapper
* [X] Optimize RAG
* [X] Integrate with RAG
* [X] Get actual metadata with SPARQL endpoint
* [X] Make RAG agentic -> AI system
* [X] Visit precompute issue
* [X] Find more affordable options for GNQA
* [X] Replace GNQA backend with Bonz
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