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lines changed Original file line number Diff line number Diff line change 11# TODO for the Python knowpro port
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3- # Leftover TODOs from TADA.md
3+ Meta-todo: Gradually move work items from here to repo Issues.
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5+ # Leftover TODOs from TADA.md
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67## Software
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@@ -15,13 +16,9 @@ Minor:
1516- ` get_transcript_speakers ` and ` get_transcript_duration ` should not
1617 re-parse the transcript -- they should just take the parsed vtt object.
1718
18- ### Later
19+ ### Embeddings
1920
20- - Fix MCP service (should use host's LLM, not its own)
21- - Handle embeddings in MCP, even though MCP doesn't support it yet
22- - GPT5 suggests to run a separate MCP service for this
23- - Batch 128-256 items at a time
24- - Explicitly handle truncation by counting tokens
21+ - Handle input truncation for embeddings by counting tokens (e.g. tiktoken).
2522
2623## Documentation
2724
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