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[python/knowpro] Replace ui.py and cmpsearch.py with unified tools/utool.py (#1354)
- The new tool is `tools/utool.py`, can be invoked via `make demo`
(interactive) or `make compare` (batch).
- Got rid of `typeagent/demo/` completely.
- Got rid of `test/cmpsearch.py`.
- Moved `test/vizcmp.py` to `tools/` folder. It can read old and new
eval files.
- Changed default embedding name from `ada-002` to
`text-embedding-ada-002` to work with OPENAI as well.
- Fixed some generics silliness with PodcastMessage.
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