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2026-04-15T08:39:23.595762+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242363595_m2.jpg...
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causeshhlSupport Daily • in 3h 21m100% C8Wed 15 Apr 11:39:23ChatcoworkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolicationison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo cnunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonner4 vClaude (s.Aland can make mistakes. Please double-check cited sources....
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-8363034216220729748
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click
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causeshhlSupport Daily • in 3h 21m100% C8Wed 15 Apr 11:39:23ChatcoworkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolicationison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo cnunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonner4 vClaude (s.Aland can make mistakes. Please double-check cited sources....
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11
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2026-04-15T08:39:53.831491+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242393831_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC$0 W 0Support Daily • in 3h 21m (A)100% C47 8 Wed 15 Apr 11:39:53T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC$0 W 0Support Daily • in 3h 21m (A)100% C47 8 Wed 15 Apr 11:39:53T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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2026-04-15T08:39:54.021464+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242394021_m2.jpg...
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causeshhlSupport Daily • in 3h 21m100% C•Wed 15 Apr 11:39:53ChatcoworkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolicationison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo cnunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghlsonner4 vClaude (s.Aland can make mistakes. Please double-check cited sources....
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4571379133876578202
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idle
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ocr
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causeshhlSupport Daily • in 3h 21m100% C•Wed 15 Apr 11:39:53ChatcoworkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolicationison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo cnunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghlsonner4 vClaude (s.Aland can make mistakes. Please double-check cited sources....
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12
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2026-04-15T08:40:24.183346+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242424183_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpC>O l OSupport Daily - in 3 h 20m(A100% C47 8 Wed 15 Apr 11:40:24ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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idle
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ocr
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpC>O l OSupport Daily - in 3 h 20m(A100% C47 8 Wed 15 Apr 11:40:24ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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14
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2026-04-15T08:40:24.409123+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242424409_m2.jpg...
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causes40 lilj Support Daily • in 3h 20mA100% CWed 15 Apr 11:40:24ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpsormoaseo on tne orcnentsomSonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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-3866825199904680560
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idle
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ocr
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causes40 lilj Support Daily • in 3h 20mA100% CWed 15 Apr 11:40:24ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE "%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpsormoaseo on tne orcnentsomSonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:40:54.582892+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242454582_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpC>O l OSupport Daily - in 3 h 20m100% C47 8 Wed 15 Apr 11:40:54ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpC>O l OSupport Daily - in 3 h 20m100% C47 8 Wed 15 Apr 11:40:54ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242454841_m2.jpg...
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causes40 lilSupport Daily • in 3h 20 mA100% C•Wed 15 Apr 11:40:54ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpstorm based on the branch it is on. How ot do it automatically. Question 2. Exaplin in detail howwoul dthe pipe run on what data.|Sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causes40 lilSupport Daily • in 3h 20 mA100% C•Wed 15 Apr 11:40:54ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpstorm based on the branch it is on. How ot do it automatically. Question 2. Exaplin in detail howwoul dthe pipe run on what data.|Sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242485048_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC>0 lOSupport Daily - in 3h 19m100% C47 8 Wed 15 Apr 11:41:24T₴1|*5-zsh86-zshO ₴7.* Unable to a...O *8-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC>0 lOSupport Daily - in 3h 19m100% C47 8 Wed 15 Apr 11:41:24T₴1|*5-zsh86-zshO ₴7.* Unable to a...O *8-zsh*9...
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2026-04-15T08:41:25.283492+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242485283_m2.jpg...
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causes40lihlj Support Daily - in 3h 19m100% C•Wed 15 Apr 11:41:24ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: application/ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpstorm based on the branch it is on. How ot do it automatically. Question 2. Exaplin in detail howwoul dthe pipe run on what data. ho wlong it would tak. Consider my incomplete olama setupand also external providr qulSonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileEoitViewWindowHelp000+ New chatQ Searchcu CaudeFileEoitViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causes40lihlj Support Daily - in 3h 19m100% C•Wed 15 Apr 11:41:24ChatLOWOrkCodeLinux SQLite Ul for NAS vdirectly:bash#Tag a vision trame (screenshot)curl -X POST http://localhost:3030/tags/vision/123 \-H "Content-Tvpe: application/ison"-d '{"tags": ["work", "jiminny", "meeting"]}'# lag an audlo chunkcurl -X POST http://localhost:3030/tags/audio/45 \-H "Content-Type: application/json" \-d '{"tags": ["call", "client"]}'Where (123)/ 45 are the (id from frames/(audio_chunks tables.To find IDs worth tagging - query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o.frame_id = f.idWHERE o.app_name LIKE "%ZOom%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.Updated to 1.2581.0RelaunchLukas KovalikPro nianok question 1. How to automatically tag sometghing lets days all jira board tag as work, tab phpstorm based on the branch it is on. How ot do it automatically. Question 2. Exaplin in detail howwoul dthe pipe run on what data. ho wlong it would tak. Consider my incomplete olama setupand also external providr qulSonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:41:55.487340+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242515487_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC>0 lOf Support Daily • in 3h 19m A100% C47 8 Wed 15 Apr 11:41:55T₴1|*5-zsh86-zshO 87* Unable to a...O *8-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfiles•• 0DOC iTerm2ShellEditViewSessionScriptsProfiles•• 0DOCKER₴81DEV (-zsh)182APP (-zsh)83sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secrets10pipe_scheduler_statel0pipe_executions10memories_fts_idx|0memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memoriesl0meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endI0idx_frames_sync_idl0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0idx_audio_transcriptions_sync_idl0idx_audio_transcriptions_lengthl0idx_audio_transcriptions_audio_chunk_id_timestamp10idx_audio_transcriptions_audio_chunk_idl0idx_audio_transcription_chunk_texti0idx_audio_tags_tag_idl0idx_audio_tags_audio_chunk_id10idx_audio_chunks_timestamp10frames_fts_configl0elements_fts_configl0audio_transcriptions_fts_idx10audio_transcriptions_fts_docsizel0audio_transcriptions_fts_datal0audio_transcriptions_fts_configl0audio_transcriptionsi0audio_tags10lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/.screenpipe $WindowHelpec2-user@ip-10-.. 884-zsh-zshC>0 lOf Support Daily • in 3h 19m A100% C47 8 Wed 15 Apr 11:41:55T₴1|*5-zsh86-zshO 87* Unable to a...O *8-zsh*9...
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242515745_m2.jpg...
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Caude000+ New chatQ SearchcustomizeFileEoitViewWin Caude000+ New chatQ SearchcustomizeFileEoitViewWindowHelp•40MOfSupport Daily - in 3h 19m100%C..Wed 15 Apr 11:41:55CnatcoworkcodeLinux SQLite Ul for NAS vChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normation realestRed dots on neck causesok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. no wiong it woula tak. conslder my incomplere olama setup ana alseexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextUpdated to 1.2581.0RelaunchReply...Sonnet 46 vLukas KovalikPro nianClaudSTs-APand can make mistakes. Please double-check responses....
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Caude000+ New chatQ SearchcustomizeFileEoitViewWin Caude000+ New chatQ SearchcustomizeFileEoitViewWindowHelp•40MOfSupport Daily - in 3h 19m100%C..Wed 15 Apr 11:41:55CnatcoworkcodeLinux SQLite Ul for NAS vChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normation realestRed dots on neck causesok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. no wiong it woula tak. conslder my incomplere olama setup ana alseexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextUpdated to 1.2581.0RelaunchReply...Sonnet 46 vLukas KovalikPro nianClaudSTs-APand can make mistakes. Please double-check responses....
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Caude000+ New chatQ SearchcustomizeChatsProjects88 Caude000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesFileFditViewWindowHelpfSupport Daily - in 3h 19m100% C8Wed 15 Apr 11:41:57ChatcoworkCodeLinux SQLite Ul for NAS vWHERE o.app_name LIKE "%ZOOm%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/gwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and context11:410 0Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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Caude000+ New chatQ SearchcustomizeChatsProjects88 Caude000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesFileFditViewWindowHelpfSupport Daily - in 3h 19m100% C8Wed 15 Apr 11:41:57ChatcoworkCodeLinux SQLite Ul for NAS vWHERE o.app_name LIKE "%ZOOm%'OR o.app_name LIKE "%Meet%'OR o.app_name LIKE'%Teams%'ORDER BY f.timestamp DESCLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/gwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and context11:410 0Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40 lhlSupport Daily • in 3 h 19 m100% C8Wed 15 Apr 11:42:00ChatcoworkCodeLinux SQLite Ul for NAS v# Tag an audio chunkcurl -X POST http://1ocalhost:3030/tags/audio/45 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["call", "client"]}'Where (123 / 45 are the id from frames/ (audio_chunks tables.To find IDs worth tagging — query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o. frame_id = f.idWHERE o.app_name LIKE '%Zoom%'OR o.app_name LIKE '%Meet%'OR o.app_name LIKE "%Teams%'URDER bY T.CImescamp DEstLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextUpdated to 1.2581.0RelaunchLukas KovalikPro nianTwo separate deep dives — let me check current pipe docs and pricing.Searching the web›Reply...Sonnet 46 vClaude-o Al and can make mistakes. Please double-check responses....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40 lhlSupport Daily • in 3 h 19 m100% C8Wed 15 Apr 11:42:00ChatcoworkCodeLinux SQLite Ul for NAS v# Tag an audio chunkcurl -X POST http://1ocalhost:3030/tags/audio/45 \-H "Content-Tvpe: apolication ison"-d '{"tags": ["call", "client"]}'Where (123 / 45 are the id from frames/ (audio_chunks tables.To find IDs worth tagging — query recent frames by app:SELECT f.id, f.timestamp, o.app_name, o.window_nameFROM frames fJOIN ocr_text o ON o. frame_id = f.idWHERE o.app_name LIKE '%Zoom%'OR o.app_name LIKE '%Meet%'OR o.app_name LIKE "%Teams%'URDER bY T.CImescamp DEstLIMIT 20;Then tag those frame IDs as meetings.Practical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextUpdated to 1.2581.0RelaunchLukas KovalikPro nianTwo separate deep dives — let me check current pipe docs and pricing.Searching the web›Reply...Sonnet 46 vClaude-o Al and can make mistakes. Please double-check responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizefSupport Daily - in 3h 18m100% C8Wed 15 Apr 11:42:03ChatLoWOrkCodeLinux SQLite Ul for NAS vChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.Searching the web ›Updated to 1.2581.0RelaunchReply...Sonnet 46 vLukas KovalikPro nianClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizefSupport Daily - in 3h 18m100% C8Wed 15 Apr 11:42:03ChatLoWOrkCodeLinux SQLite Ul for NAS vChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider key. What model do I need and what would be the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.Searching the web ›Updated to 1.2581.0RelaunchReply...Sonnet 46 vLukas KovalikPro nianClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% C8Wed 15 Apr 11:42:12ChatLoWOrkCodeLinux SQLite Ul for NAS vPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider Key. Vnat moder do lneea ana what woula ve the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.ocarcnee tne weeGood, I have everything needed. Let me give you a thorough answer on both questions.Question 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)oasti# Tag all Jira frames as "work" and "jira"curl -X POST http://1ocalhost:3030/raw_sql \-H "Content-Type: application/json" \d '{}'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}aaen11nlUpdated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% C8Wed 15 Apr 11:42:12ChatLoWOrkCodeLinux SQLite Ul for NAS vPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider Key. Vnat moder do lneea ana what woula ve the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.ocarcnee tne weeGood, I have everything needed. Let me give you a thorough answer on both questions.Question 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)oasti# Tag all Jira frames as "work" and "jira"curl -X POST http://1ocalhost:3030/raw_sql \-H "Content-Type: application/json" \d '{}'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}aaen11nlUpdated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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2026-04-15T08:42:19.616936+00:00
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 18m100% C47 8 Wed 15 Apr 11:42:19DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 18m100% C47 8 Wed 15 Apr 11:42:19DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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2026-04-15T08:42:19.619175+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242539619_m2.jpg...
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% CWed 15 Apr 11:42:19ChatLoWOrkCodeLinux SQLite Ul for NAS vPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider Key. Vnat moder do lneea ana what woula ve the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.ocarcnee tne weeGood, I have everything needed. Let me give you a thorough answer on both questions.Updated to 1.2581.0RelaunchLukas KovalikPro nianQuestion 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)oasti# Tag all Jira frames as "work" and "jira"curl -X POST http://1ocalhost:3030/raw_sql \-H "Content-Type: application/json" \d '{}'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}Th aasaiiReply...sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% CWed 15 Apr 11:42:19ChatLoWOrkCodeLinux SQLite Ul for NAS vPractical approach for your use caseSince audio is broken and meetings aren't auto-detected, the most useful thing would be asimple pipe that:1. Runs every evening2. Queries ocr_text for known app names (Zoom, PhpStorm, Arc, Firefox)3. Tags frames automatically by context4. Writes a summary to (memoriesWant me to write that pipe as a (pipe.md ? It would plug directly into your existingOllama/qwen2.5 on the NAS or run locally.ok question 1. How to automatically tag sometghing lets days all jira board tagas work, tab php storm based on the branch it is on. How ot do itautomatically. Question 2. Exaplin in detail how woul dthe pipe run on whatdata. ho wlong it would tak. Consider my incomplete olama setup and alsoexternal provider Key. Vnat moder do lneea ana what woula ve the pricetotal per pipe given price and contextTwo separate deep dives - let me check current pipe docs and pricing.ocarcnee tne weeGood, I have everything needed. Let me give you a thorough answer on both questions.Updated to 1.2581.0RelaunchLukas KovalikPro nianQuestion 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)oasti# Tag all Jira frames as "work" and "jira"curl -X POST http://1ocalhost:3030/raw_sql \-H "Content-Type: application/json" \d '{}'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}Th aasaiiReply...sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% CWed 15 Apr 11:42:27ChatLOWOrkCodeLinux SQLite Ul for NAS vGood, I have everything needed. Let me give you a thorough answer on both questions.Question 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)hach# lag all Jura trames as "work" and "iira"curl -X POST http://localhost:3030/raw_sql \-H "Content-Type: application/json" \-d '{"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}In practice, a small shell script is cleaner:Updated to 1.2581.0RelaunchLukas KovalikPro nian#!/bin/bashDB="$HOME/.screenpipe/db.sqlite"# Get untagged Jira Trame lussqlite3 "$DB"SELECT DISTINCT o. frame_idFROM ocr_text oLEFT JOIN vision_tags vt ON vt.vision_id = o.frame_idWHERE (o.browser_url LIKE "%atlassian.net%' OR o.window_name LIKE "%Jira%')AND vt.vision_id IS NULLLIMIT 500;" I while read frame_id; docurl -s -X POST "http://localhost: 3030/tags/vision/$frame_id" \-H "Content-Type: application/json" \-d '{"tags": ["work", "jira"]}' > /dev/nu1ldoneB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like (ProjectName[branch-name]. You can extract it:oasnsqlite3 "SDB" "selEcl bisIincl o.trame 1d, 0.wIndowFROM ocr_text oReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFditViewWindowHelp000+ New chatQ Searchcu CaudeFileFditViewWindowHelp000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesfSupport Daily - in 3h 18m100% CWed 15 Apr 11:42:27ChatLOWOrkCodeLinux SQLite Ul for NAS vGood, I have everything needed. Let me give you a thorough answer on both questions.Question 1: Automatic taggingThe good news: you don't need an LLM for this at all. Tagging by app/window name is purerule-based logic - just pattern matching against what Screenpipe already knows.Two approaches:A) Direct SQL via the raw SQL API (no pipe needed)hach# lag all Jura trames as "work" and "iira"curl -X POST http://localhost:3030/raw_sql \-H "Content-Type: application/json" \-d '{"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then 100p over those IDs and POST to /tags/vision/{id}In practice, a small shell script is cleaner:Updated to 1.2581.0RelaunchLukas KovalikPro nian#!/bin/bashDB="$HOME/.screenpipe/db.sqlite"# Get untagged Jira Trame lussqlite3 "$DB"SELECT DISTINCT o. frame_idFROM ocr_text oLEFT JOIN vision_tags vt ON vt.vision_id = o.frame_idWHERE (o.browser_url LIKE "%atlassian.net%' OR o.window_name LIKE "%Jira%')AND vt.vision_id IS NULLLIMIT 500;" I while read frame_id; docurl -s -X POST "http://localhost: 3030/tags/vision/$frame_id" \-H "Content-Type: application/json" \-d '{"tags": ["work", "jira"]}' > /dev/nu1ldoneB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like (ProjectName[branch-name]. You can extract it:oasnsqlite3 "SDB" "selEcl bisIincl o.trame 1d, 0.wIndowFROM ocr_text oReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelp40 l6lj Support Daily - in 3h 18mA100% C4"8Wed 15 Apr 11:42:42ChatLOWOrkCodeLinux SQLite Ul for NAS vB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like ProjectName[branch-name]. You can extract it:oashsqlite3 "$DB" "SELECT DISTINCT o.frame_id,o.window_nameFROM ocr_text oWHERE o.app_name LIKE "%PhpStorm%'AND o.window name LTKE '%[%'LIMIT 10;# Check what format your window_name actually has firstThen tag with the branch name extracted from the window title:bashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name,'[')+1,INSTR(o.window_name, ']') - INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%PhpStorm%'AND o.window name LIKE '6%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):asn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shUpdated to 1.2581.0RelaunchLukas KovalikPro nianQuestion 2: How pipes actually work + cost breakdownHow a pipe executes - step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range Iutomatically. Screenpi)So the flow is:1. Pipe schedule triggers (e.g."every 3u.An+A: 2004-01-15 "IReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelp40 l6lj Support Daily - in 3h 18mA100% C4"8Wed 15 Apr 11:42:42ChatLOWOrkCodeLinux SQLite Ul for NAS vB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like ProjectName[branch-name]. You can extract it:oashsqlite3 "$DB" "SELECT DISTINCT o.frame_id,o.window_nameFROM ocr_text oWHERE o.app_name LIKE "%PhpStorm%'AND o.window name LTKE '%[%'LIMIT 10;# Check what format your window_name actually has firstThen tag with the branch name extracted from the window title:bashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name,'[')+1,INSTR(o.window_name, ']') - INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%PhpStorm%'AND o.window name LIKE '6%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):asn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shUpdated to 1.2581.0RelaunchLukas KovalikPro nianQuestion 2: How pipes actually work + cost breakdownHow a pipe executes - step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range Iutomatically. Screenpi)So the flow is:1. Pipe schedule triggers (e.g."every 3u.An+A: 2004-01-15 "IReply...Sonnet 46 vClaudtro mrand can make mistakes. rlease double-cneck responses....
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 18m100% C47 8 Wed 15 Apr 11:42:49APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 18m100% C47 8 Wed 15 Apr 11:42:49APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40loaljSupport Daily • in 3h 17m100% C8Wed 15 Apr 11:43:13ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40loaljSupport Daily • in 3h 17m100% C8Wed 15 Apr 11:43:13ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp•$Ol 0Support Daily • in 3h 17 m (A)100% C47 8 Wed 15 Apr 11:43:20APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp•$Ol 0Support Daily • in 3h 17 m (A)100% C47 8 Wed 15 Apr 11:43:20APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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2026-04-15T08:43:43.876619+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242623876_m2.jpg...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40loaljSupport Daily • in 3h 17m100% C8Wed 15 Apr 11:43:43ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40loaljSupport Daily • in 3h 17m100% C8Wed 15 Apr 11:43:43ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp•$Ol 0Support Daily • in 3h 17 m (A)100% C47 8 Wed 15 Apr 11:43:50DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp•$Ol 0Support Daily • in 3h 17 m (A)100% C47 8 Wed 15 Apr 11:43:50DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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2026-04-15T08:44:14.377675+00:00
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40 lhlj Support Daily • in 3h16m100% C8Wed 15 Apr 11:44:13ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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3044658672547549662
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesViewWindowHelp40 lhlj Support Daily • in 3h16m100% C8Wed 15 Apr 11:44:13ChatLoWOrkCodeLinux SQLite Ul for NAS vmuilao mc me manen mae camacieatunn tie maneen Ceebashsqlite3 "$DB" "SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.window_name, '[')+1,INSTR(o.window_name, ']') -INSTR(o.window_name, '[')-1) as branchFROM ocr_text oWHERE O.app_name LIKE "%Phpstorm%'AND o.window_name LIKE "%[%'LIMIT 5;This gives you the branch per frame so you tag it as e.g. ["work", "phpstorm","feature/JY-20458"].Make it a cron job on your Mac (runs every 15 min, no LLM needed, no cost):basn# ~/scripts/screenpipe-autotag.sh# Add to crontab: */15 * * * * /Users/lukas/scripts/screenpipe-autotag.shQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The AI agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g. "every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 franhes worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 16m100% C47 8 Wed 15 Apr 11:44:20DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh1₴1|*9...
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 16m100% C47 8 Wed 15 Apr 11:44:20DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh1₴1|*9...
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11
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2026-04-15T08:44:41.093192+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242681093_m2.jpg...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 16m100% CWed 15 Apr 11:44:40ChatLoWOrkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]: P4434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomins.Reply...sonnet 46 v...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 16m100% CWed 15 Apr 11:44:40ChatLoWOrkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]: P4434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomins.Reply...sonnet 46 v...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 16m(A100% C47 8 Wed 15 Apr 11:44:51T₴1|*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 16m(A100% C47 8 Wed 15 Apr 11:44:51T₴1|*5-zsh86-zshO ₴7.* Unable to a...O 88-zsh*9...
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2026-04-15T08:45:11.550508+00:00
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:11ChatcoworkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomins.Reply...sonnet 46 v...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:11ChatcoworkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomins.Reply...sonnet 46 v...
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242715913_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:15DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh861₴1|-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSessionScriptsProfilesWindowH iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:15DOCKER₴81DEV (-zsh)$82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh861₴1|-zshO 87* Unable to a...O 88-zsh*9...
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2026-04-15T08:45:16.598161+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242716598_m1.jpg...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:16T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:16T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242716567_m2.jpg...
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FirefoxFileEoitViewHistory BookmarksProfilesToolsW FirefoxFileEoitViewHistory BookmarksProfilesToolsWindow Helpapp.staging.iminny.com/ai-reportsAl Reports• Report namelPeriodReport Type© Clear all |& For you - Confluenceb Lukas Kovalik - Time Offu Product Growth Plattorm Userpilou Userpilot(fix(security): composer dependend8 Jiminny+ New TabNAME -Eastern Summary - 7 - 13 Apr 202610luescav Kebort- 13 ADr 4040Ask Jiminny Test Report - 13 Apr 2026Ask Jiminny Test Report - 13 Apr 2026FREQUENCY +WeeklyDailyDailyDaily203JY-18909-automated-reports-ask-iiminny 870977SHAREDC < 40 lbl O l Support Daily • in 3h 15 m100% C Wed 15 Apr 11:45:16S03 Ask Jiminny reportsDATE +ACTIONS14/04/202614/04/[CREDIT_CARD]/04/2026ГРокBackForwardReloadBookmark Page...Save Page As...Select Allilake ScreenshotAsk Google GeminiView Page SourceInsoec uAccessioliv rroperiesInspect...
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FirefoxFileEoitViewHistory BookmarksProfilesToolsW FirefoxFileEoitViewHistory BookmarksProfilesToolsWindow Helpapp.staging.iminny.com/ai-reportsAl Reports• Report namelPeriodReport Type© Clear all |& For you - Confluenceb Lukas Kovalik - Time Offu Product Growth Plattorm Userpilou Userpilot(fix(security): composer dependend8 Jiminny+ New TabNAME -Eastern Summary - 7 - 13 Apr 202610luescav Kebort- 13 ADr 4040Ask Jiminny Test Report - 13 Apr 2026Ask Jiminny Test Report - 13 Apr 2026FREQUENCY +WeeklyDailyDailyDaily203JY-18909-automated-reports-ask-iiminny 870977SHAREDC < 40 lbl O l Support Daily • in 3h 15 m100% C Wed 15 Apr 11:45:16S03 Ask Jiminny reportsDATE +ACTIONS14/04/202614/04/[CREDIT_CARD]/04/2026ГРокBackForwardReloadBookmark Page...Save Page As...Select Allilake ScreenshotAsk Google GeminiView Page SourceInsoec uAccessioliv rroperiesInspect...
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2026-04-15T08:45:26.468207+00:00
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Wed 15 Apr 11:45:25Query< 40 lilfSupport Daily Wed 15 Apr 11:45:25Query< 40 lilfSupport Daily - in 3h 15mAChatCoworkwodeLinux souite u for NASnlynlynlynlynlynlynlynlyDrop?read-onlyread-onlyread-onlyClaudeFileFoit000+ New chatSearch- CustomizeQ Chats6 Projects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectnecentsLinux SQLite UI for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...Reddit homepage feed overviewDocker container not visible in c...DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...Chromecast remote volume butt..Screenpipe free version guideSelf-hosted LLM alternatives to ...Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in vivaldl brow..General normarion reolestRed dots on neck causesViewWindowHelpQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes - your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~70 frames worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputTOkens.Model options and real cost per runModelInput priceOutput priceCostron 50pleCost/day (48 runs)Haiku 4.5$1/MTok$5/MTok-$0.02-0.04~$1-2sonber4.SSMLOKSISMIlOK~SUUS-U.IO~$2.50-5Ollama qwen2.5:7bTreeTreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup (qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically - qwen2.5:7h is more than enough. It's just classifying appnames into tag calegortes, notredsonins.Reply…Updated to 1.2581.0nelauncn to aooMRelaunchLukas KovalikPro mianSonnet 4.6 vClaude is Al ana can make mistakes. rlease aouble-cneck cited sources...
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Wed 15 Apr 11:45:25Query< 40 lilfSupport Daily Wed 15 Apr 11:45:25Query< 40 lilfSupport Daily - in 3h 15mAChatCoworkwodeLinux souite u for NASnlynlynlynlynlynlynlynlyDrop?read-onlyread-onlyread-onlyClaudeFileFoit000+ New chatSearch- CustomizeQ Chats6 Projects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectnecentsLinux SQLite UI for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...Reddit homepage feed overviewDocker container not visible in c...DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...Chromecast remote volume butt..Screenpipe free version guideSelf-hosted LLM alternatives to ...Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in vivaldl brow..General normarion reolestRed dots on neck causesViewWindowHelpQuestion 2: How pipes actually work + cost breakdownHow a pipe executes — step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calls http://localhost:3030/search?... to fetch your screen data5. LLM processes results, writes output (tags, memories, files, Notion, etc.)6. DoneWhat data it processes - your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~70 frames worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputTOkens.Model options and real cost per runModelInput priceOutput priceCostron 50pleCost/day (48 runs)Haiku 4.5$1/MTok$5/MTok-$0.02-0.04~$1-2sonber4.SSMLOKSISMIlOK~SUUS-U.IO~$2.50-5Ollama qwen2.5:7bTreeTreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup (qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically - qwen2.5:7h is more than enough. It's just classifying appnames into tag calegortes, notredsonins.Reply…Updated to 1.2581.0nelauncn to aooMRelaunchLukas KovalikPro mianSonnet 4.6 vClaude is Al ana can make mistakes. rlease aouble-cneck cited sources...
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242728562_m1.jpg...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:28APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelp‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:28APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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2026-04-15T08:45:29.528021+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242729528_m2.jpg...
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CaudeFileFdit000+ New chatQ SearchcustomizeQ Chats CaudeFileFdit000+ New chatQ SearchcustomizeQ ChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:29ChatLoWOrkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes - step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomine.Reply...sonnet 46 v...
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CaudeFileFdit000+ New chatQ SearchcustomizeQ Chats CaudeFileFdit000+ New chatQ SearchcustomizeQ ChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion redlestRed dots on neck causesViewWindowHelpfSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:29ChatLoWOrkCodeLinux SQLite Ul for NAS vQuestion 2: How pipes actually work + cost breakdownHow a pipe executes - step by stepBefore execution, Screenpipe prepends a context header to the pipe prompt with: time range(start/end ISO 8601 based on schedule interval), current date/timezone, and API base URL.The Al agent uses this to query the right time range automatically. ScreenpiSo the flow is:1. Pipe schedule triggers (e.g."every 30m")2. Screenpipe prepends: "time range: 14:00-14:30, date: 2026-04-15..."3. Full prompt sent to LLM4. LLM calis [URL_WITH_CREDENTIALS] tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligibleinput dominates.Your specine situation:Your NAS Ollama setup ( qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag calegones, notredsomine.Reply...sonnet 46 v...
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2026-04-15T08:45:35.595331+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242735595_m2.jpg...
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CaudeFileEditViewWindowHelp000+ New chatQ SearchLi CaudeFileEditViewWindowHelp000+ New chatQ SearchLinux SQLite Ul for NAS vcustomizeQ ChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesjSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:35ChatcoworkCodeentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Model options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTokSOMIOk-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileEditViewWindowHelp000+ New chatQ SearchLi CaudeFileEditViewWindowHelp000+ New chatQ SearchLinux SQLite Ul for NAS vcustomizeQ ChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesjSupport Daily - in 3h 15m100% CWed 15 Apr 11:45:35ChatcoworkCodeentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Model options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTokSOMIOk-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:45:58.853851+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242758853_m1.jpg...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:58T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0Support Daily - in 3h 15m (A)100% C47 8 Wed 15 Apr 11:45:58T₴1|*5-zsh86-zshO 87* Unable to a...O 88-zsh*9...
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2026-04-15T08:46:06.112924+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242766112_m2.jpg...
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caudeFile000+ New chatQ SearchcustomizeChatsProjec caudeFile000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesEoitViewWindowHelpLinux SQLite Ul for NAS v" Support Daily • in 3h 14m100% CWed 15 Apr 11:46:06ChatLoWOrkCodeentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputTokensModel options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTokSMlok-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-9Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronVi wonsui00aiyHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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caudeFile000+ New chatQ SearchcustomizeChatsProjec caudeFile000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesEoitViewWindowHelpLinux SQLite Ul for NAS v" Support Daily • in 3h 14m100% CWed 15 Apr 11:46:06ChatLoWOrkCodeentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputTokensModel options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTokSMlok-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-9Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronVi wonsui00aiyHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:11.896145+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242771896_m2.jpg...
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caudeFileEoitViewWindowHelp000+ New chatQ SearchLi caudeFileEoitViewWindowHelp000+ New chatQ SearchLinux SQLite Ul for NAS vcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesfSupport Daily - in 3h 14m100% C•8Wed 15 Apr 11:46:11ChatLoWOrkCode5. LLM processes results, writes output (tags, memories, files, Notion, etc.)Updated to 1.2581.0RelaunchLukas KovalikPro nian6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 frames worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Model options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok-$0.05-0.10~$2.50-5Ollama qwen2.5:7bfreefree$O$OOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup (qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily-$1/monthMeeting notes (once audio works)Haiku 4.5 APIEvery 1h~$3/monthReply...Sonnet 4.6Claude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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caudeFileEoitViewWindowHelp000+ New chatQ SearchLi caudeFileEoitViewWindowHelp000+ New chatQ SearchLinux SQLite Ul for NAS vcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niormaron realestRed dots on neck causesfSupport Daily - in 3h 14m100% C•8Wed 15 Apr 11:46:11ChatLoWOrkCode5. LLM processes results, writes output (tags, memories, files, Notion, etc.)Updated to 1.2581.0RelaunchLukas KovalikPro nian6. DoneWhat data it processes — your numbersIn your 6-day capture period you have:• 20,163 frames → ~3,360 frames/day → ~140 frames/hour• 15,011 OCR rows → each has app_name, window_name, text contentA 30-minute pipe run would typically fetch ~ 70 frames worth of OCR text. Average OCRentry is maybe 200-500 tokens of text. So one pipe execution = 14,000-35,000 inputtokens.Model options and real cost per runModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok-$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok-$0.05-0.10~$2.50-5Ollama qwen2.5:7bfreefree$O$OOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup (qwen2.5:7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow - expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily-$1/monthMeeting notes (once audio works)Haiku 4.5 APIEvery 1h~$3/monthReply...Sonnet 4.6Claude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:17.991431+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242777991_m2.jpg...
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% C8 Wed 15 Apr 11:46:17ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% C8 Wed 15 Apr 11:46:17ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:21.808246+00:00
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0f Support Daily • in 3h 14m (A100% C47 8 Wed 15 Apr 11:46:21T₴1|*5-zsh86-zshO 87* Unable to a...O *8-zsh*9...
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iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh iTerm2ShellEditViewSession•• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_running10idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ScriptsProfilesWindowHelpAPP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh‹>0 l0f Support Daily • in 3h 14m (A100% C47 8 Wed 15 Apr 11:46:21T₴1|*5-zsh86-zshO 87* Unable to a...O *8-zsh*9...
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2026-04-15T08:46:21.789960+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242781789_m2.jpg...
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% CWed 15 Apr 11:46:21ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply... Isonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application...Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% CWed 15 Apr 11:46:21ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply... Isonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:24.081166+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242784081_m2.jpg...
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causesViewWindowHelp40 lhlj Support Daily - in 3h 14m100% C.8Wed 15 Apr 11:46:23ChatLOWOrkCodeLinux SQLite Ul for NAS v# Tag all Jira frames as "work" and "jira"curl -X POST http://localhost:3030/raw_sql \-H "Content-Type: application/json" \-d'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then l0op over those IDs and POST to /tags/vision/{id}In practice, a small shell script is cleaner:#!/bin/bashDB="$HOME/.screenpipe/db.sqlite"# Getuntagged Jira frame IDssalite3 "SDB" "SELECT DISTINCT o.frame_idFROM ocr_text oLEFT JOIN vision_tags vt ON vt.vision_id = o.frame_idWHERE (o.browser_url LIKE %atlassian.net%' OR o.window_ name LIKE "%Jira%')AND vt.vision_id IS NULLLIMIT 500;" I while read frame_id; docur1 -s -X POST "http://localhost:3030/tags/vision/$frame_id"\-H "Content-Type: application/json" \-d '{"tags": ["work", "jira"]}' › /dev/nu1laoneB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like ProjectName[branch-name ] . You can extract it:Updated to 1.2581.0RelaunchLukas KovalikPro niansalite3 "SDB" "SELECT DISTINCT o.frame_id, o.window_nameFROM ocr_text oWHERE o.app_name LIKE '%PhpStorm%'AND o.window_name LIKE '%[%'LIMIT 10;# Check what format your window_name actually has firstThen tag with the branch name extracted from the window title:bashsqlite3 "SDB""SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.windov._ame, '[')+1,rewindewnemewrareewindewnemewnnashranenReply...Sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileFdit000+ New chatQ SearchcustomizeChatsPr CaudeFileFdit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projecthecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reea overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume buct...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General normarion realestRed dots on neck causesViewWindowHelp40 lhlj Support Daily - in 3h 14m100% C.8Wed 15 Apr 11:46:23ChatLOWOrkCodeLinux SQLite Ul for NAS v# Tag all Jira frames as "work" and "jira"curl -X POST http://localhost:3030/raw_sql \-H "Content-Type: application/json" \-d'"query": "SELECT id FROM frames WHERE id IN (SELECT frame_id FROM ocr_text WHERE# Then l0op over those IDs and POST to /tags/vision/{id}In practice, a small shell script is cleaner:#!/bin/bashDB="$HOME/.screenpipe/db.sqlite"# Getuntagged Jira frame IDssalite3 "SDB" "SELECT DISTINCT o.frame_idFROM ocr_text oLEFT JOIN vision_tags vt ON vt.vision_id = o.frame_idWHERE (o.browser_url LIKE %atlassian.net%' OR o.window_ name LIKE "%Jira%')AND vt.vision_id IS NULLLIMIT 500;" I while read frame_id; docur1 -s -X POST "http://localhost:3030/tags/vision/$frame_id"\-H "Content-Type: application/json" \-d '{"tags": ["work", "jira"]}' › /dev/nu1laoneB) PhpStorm + git branch - this is slightly trickierPhpStorm shows the branch in the window title ((window_name ), like ProjectName[branch-name ] . You can extract it:Updated to 1.2581.0RelaunchLukas KovalikPro niansalite3 "SDB" "SELECT DISTINCT o.frame_id, o.window_nameFROM ocr_text oWHERE o.app_name LIKE '%PhpStorm%'AND o.window_name LIKE '%[%'LIMIT 10;# Check what format your window_name actually has firstThen tag with the branch name extracted from the window title:bashsqlite3 "SDB""SELECT o.frame_id,SUBSTR(o.window_name, INSTR(o.windov._ame, '[')+1,rewindewnemewrareewindewnemewnnashranenReply...Sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:33.170557+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242793170_m2.jpg...
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% C8 Wed 15 Apr 11:46:33ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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CaudeFileEoit000+ New chatQ SearchcustomizeChatsPr CaudeFileEoit000+ New chatQ SearchcustomizeChatsProjects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesViewWindowHelp40 lhl f Support Daily • in 3h 14m100% C8 Wed 15 Apr 11:46:33ChatLoWOrkCodeLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-5Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible — input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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2026-04-15T08:46:38.149122+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242798149_m1.jpg...
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iTerm2ShellEditViewSessionScriptsProfilesWindowHel iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 (l• Support Daily • in 3 h 14 mDOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers 10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks 10_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite autoindex nine schedulenstate 110sqAPP (-zsh)83ec2-user@ip-10-...₴84-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...100% C8 Wed 15 Apr 11:46:38181O 88-zsh*9$I31iTermmemormemories_fts_configl0memories10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0...
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iTerm2ShellEditViewSessionScriptsProfilesWindowHel iTerm2ShellEditViewSessionScriptsProfilesWindowHelp‹>0 (l• Support Daily • in 3 h 14 mDOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers 10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks 10_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite autoindex nine schedulenstate 110sqAPP (-zsh)83ec2-user@ip-10-...₴84-zsh-zsh*5-zsh86-zshO ₴7.* Unable to a...100% C8 Wed 15 Apr 11:46:38181O 88-zsh*9$I31iTermmemormemories_fts_configl0memories10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idl0idx_memories_created_at10idx_meetings_start10idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptioni0idx_audio_transcriptions_timestampl0...
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2026-04-15T08:46:41.236623+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242801236_m1.jpg...
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iTerm2ShellEditViewSessionScripts• 0DOCKER₴81DEV ( iTerm2ShellEditViewSessionScripts• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ProfilesWindowHelp‹ >0 lblSupport Daily - in 3h 14 mA100% C478 Wed 15 Apr 11:46:41181APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh85-zsh86-zshO ₴7.* Unable to a...O 88-zsh...
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iTerm2ShellEditViewSessionScripts• 0DOCKER₴81DEV ( iTerm2ShellEditViewSessionScripts• 0DOCKER₴81DEV (-zsh)H82sqlite_schemal0idx_frames_snapshot_pathi0speakers10speaker_embeddings10idx_video_chunks_device_name_idl0audio_chunks|0_sqlx_migrations10idx_video_chunks_device_namel0vision_tags10ui_events_fts_idx10ui_events_fts_configl0tags 10sqlite_sequence l0sqlite_autoindex_vision_tags_110sqlite_autoindex_tags_110sqlite_autoindex_secrets_110sqlite_autoindex_pipe_scheduler_state_110sqlite_autoindex_audio_tags_110sqlite_autoindex__sqlx_migrations_110secretsi0pipe_scheduler_statel0pipe_executions 10memories_fts_idx10memories_fts_docsizel0memories_fts_datal0memories_fts_configl0memories 10meetings10idx_vision_tags_vision_idl0idx_vision_tags_tag_idl0idx_video_chunks_cloud_blob_idl0idx_pipe_exec_runningl0idx_pipe_exec_name_timel0idx_pipe_exec_name_status10idx_ocr_text_sync_idl0idx_memories_sourcel0idx_memories_importancel0idx_memories_frame_idi0idx_memories_created_atl0idx_meetings_starti0idx_meetings_endl0idx_frames_sync_idi0idx_frames_cloud_blob_idl0idx_audio_transcriptions_transcriptionl0idx_audio_transcriptions_timestampl0ProfilesWindowHelp‹ >0 lblSupport Daily - in 3h 14 mA100% C478 Wed 15 Apr 11:46:41181APP (-zsh)83ec2-user@ip-10-.. 884-zsh-zsh85-zsh86-zshO ₴7.* Unable to a...O 88-zsh...
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2026-04-15T08:47:08.388114+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242828388_m1.jpg...
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddings1eidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pirsqlite_autoindex_aucsqlite_autoindex__scsecrets10pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visilidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_sidx_ocr_text_sync_icidx_memories_sourceidx_memories_importcidx_memories_frame_iidx_memories_createcidx_meetings_startleidx_meetings_endl0idx_frames_sync_idieidx_frames_cloud_bldidx_audio_transcriptidx_audio_transcripfFileEditViewWindowHelpablAppearanceSupport Daily - in 3h 13 mA100% C8 Wed 15 Apr 11:47:0818186-zsh$7* Unable to a...O x8-zsh• Search|Lukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocus8Screen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryLock ScreenTouch ID & PasswordAppearanceLightMulticolourDarkAutoAccent colourHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpadWhen scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddings1eidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pirsqlite_autoindex_aucsqlite_autoindex__scsecrets10pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visilidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_sidx_ocr_text_sync_icidx_memories_sourceidx_memories_importcidx_memories_frame_iidx_memories_createcidx_meetings_startleidx_meetings_endl0idx_frames_sync_idieidx_frames_cloud_bldidx_audio_transcriptidx_audio_transcripfFileEditViewWindowHelpablAppearanceSupport Daily - in 3h 13 mA100% C8 Wed 15 Apr 11:47:0818186-zsh$7* Unable to a...O x8-zsh• Search|Lukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocus8Screen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryLock ScreenTouch ID & PasswordAppearanceLightMulticolourDarkAutoAccent colourHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpadWhen scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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2026-04-15T08:47:29.480607+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242849480_m1.jpg...
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddings1eidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pirsqlite_autoindex_aucsqlite_autoindex__scsecrets10pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visilidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_sidx_ocr_text_sync_icidx_memories_sourceidx_memories_importcidx_memories_frame_iidx_memories_createcidx_meetings_startleidx_meetings_endl0idx_frames_sync_idieidx_frames_cloud_bldidx_audio_transcriptidx_audio_transcripfFileEditViewWindowHelpablAppearanceSupport Daily - in 3h 13 mA100% C86-zshO ₴7.* Unable to a...O 88Wed 15 Apr 11:47:29181-zsh• Search|Lukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocus8Screen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryLock ScreenTouch ID & PasswordAppearanceLightMulticolourDarkAutoAccent colourHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpadWhen scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddings1eidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pirsqlite_autoindex_aucsqlite_autoindex__scsecrets10pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visilidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_sidx_ocr_text_sync_icidx_memories_sourceidx_memories_importcidx_memories_frame_iidx_memories_createcidx_meetings_startleidx_meetings_endl0idx_frames_sync_idieidx_frames_cloud_bldidx_audio_transcriptidx_audio_transcripfFileEditViewWindowHelpablAppearanceSupport Daily - in 3h 13 mA100% C86-zshO ₴7.* Unable to a...O 88Wed 15 Apr 11:47:29181-zsh• Search|Lukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocus8Screen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryLock ScreenTouch ID & PasswordAppearanceLightMulticolourDarkAutoAccent colourHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpadWhen scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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2026-04-15T08:47:29.487390+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-15/1776 /Users/lukas/.screenpipe/data/data/2026-04-15/1776242849487_m2.jpg...
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caudeFileEditViewWindowHelp# Support Daily - in 3 caudeFileEditViewWindowHelp# Support Daily - in 3 h 13 m100% C2Wed 15 Apr 11:47:29ChatLoWOrkCode+ New chatQ SearchcustomizeQ Chats6 Projects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-9Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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caudeFileEditViewWindowHelp# Support Daily - in 3 caudeFileEditViewWindowHelp# Support Daily - in 3 h 13 m100% C2Wed 15 Apr 11:47:29ChatLoWOrkCode+ New chatQ SearchcustomizeQ Chats6 Projects88 ArtifactsStarredBulgarian citizenship application..Dawarich location tracking projectHecentsLinux SQLite Ul for NASClaude API 500 internal server e...Screenpipe query capabilities a...eGPU compatibility with Mac mi...Understanding OpenRouter API...Screenpipe 14-day retention exp...neaalt nomepage reed overviewDocker container not visible in c..DIA browser RAM configurationScreenpipe company backgroundDSK Bank Bulgaria secure invest...Building a comprehensive perso...Importing Google Timeline data t...chromecast remote volume duet...Screenpipe free version guideSelf-hosted LLM alternatives to .Screenpipe database query setupRunning screenpipe for freeMac Studio network switch setupClaude extension in Vivaldi brow...General niorm.ron realestRed dots on neck causesLinux SQLite Ul for NAS vmvuuupuuno aiusuar voor potauaaModelInput priceOutput priceCost/run (30min)Cost/day (48 runs)Haiku 4.5$1/MTok$5/MTok~$0.02-0.04-$1-2Sonnet 4.6$3/MTok$15/MTok~S0105-0.10~5750-9Ollama qwen2.5:7bfreefreeOutput tokens are small (the pipe writes a summary or tags, maybe 200-500 tokens), sooutput cost is negligible - input dominates.Your specific situation:Your NAS Ollama setup ((qwen2.5: 7b), port 11434) is actually the ideal pipe backend for this.You already have (OLLAMA_KEEP_ALIVE=-1 so the model stays loaded. The pipe would justpoint to (http://[IP_ADDRESS]:11434 instead of OpenAI. The only concern: qwen2.5:7bon your NAS (Pentium Gold 8505, no GPU) will be slow — expect 5-15 seconds per pipe runfor a small query. That's fine for a 30-minute schedule.For the tagging pipe specifically — qwen2.5:7b is more than enough. It's just classifying appnames into tag categories, not reasoning.For a meeting summary pipe - you'd want something smarter. Haiku 4.5 at ~$0.02-0.04/run is the sweet spot. Running it once daily (not every 30min) would cost $0.02-0.04/day → ~$0.60-1.20/month.Practical recommendation for your setupPipeModelScheduleMonthly costAuto-tagger (Jira, PhpStorm, etc.)Shell script / no LLMEvery 15min cronDaily work summaryHaiku 4.5 APIDaily~$1/monthvecure roes oncecuuo wousKUEO AUrIEvery 1h-$3/monthThe tagging use case is genuinely better as a cron script than a pipe - faster, cheaper, morereliable. Pipes shine for the summarization and memory-writing use cases where youactually need language understanding.Want me to write the full auto-tagging cron script and/or a Haiku-powered daily summarypipe.md?Updated to 1.2581.0RelaunchLukas KovalikPro nianReply...sonnet 46 vClaude lo Arora can make mistakes. rlease aouble-cneck cited sources....
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddingsleidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pipsqlite_autoindex_aucsqlite_autoindex__sosecretsi0pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visiidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_idx_ocr_text_sync_icidx_memories_sourceidx_memories_importoidx_memories_frame_idx_memories_createdidx_meetings_startleidx_meetings_endl0idx_frames_sync_idigidx_frames_cloud_bldidx_audio_transcripidx_audio_transcripfFileEditViewWindowHelp(ablSupport Daily - in 3 h 13m(A100% C47 8 Wed 15 Apr 11:47:30T₴186-zshO ₴7.* Unable to a...O 88-zsh*9> AppearanceAppearanceQ SearchLukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocusScreen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryAccent colourLightMulticolourDarkAutoHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpad• When scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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System SettingsDOCKER₴81sqlite_schemal0idx_frames_ System SettingsDOCKER₴81sqlite_schemal0idx_frames_snapshot.speakers10speaker_embeddingsleidx_video_chunks_devaudio_chunks 10_sqlx_migrations10idx_video_chunks_devvision_tags10ui_events_fts_idx10ui_events_fts_configtags 10sqlite_sequence l0sqlite_autoindex_vissqlite_autoindex_tagsqlite_autoindex_secsqlite_autoindex_pipsqlite_autoindex_aucsqlite_autoindex__sosecretsi0pipe_scheduler_statepipe_executions 10memories_fts_idx10memories_fts_docsizememories_fts_datal0memories_fts_configmemories10meetings10idx_vision_tags_visiidx_vision_tags_tag.idx_video_chunks_cldidx_pipe_exec_runniridx_pipe_exec_name_1idx_pipe_exec_name_idx_ocr_text_sync_icidx_memories_sourceidx_memories_importoidx_memories_frame_idx_memories_createdidx_meetings_startleidx_meetings_endl0idx_frames_sync_idigidx_frames_cloud_bldidx_audio_transcripidx_audio_transcripfFileEditViewWindowHelp(ablSupport Daily - in 3 h 13m(A100% C47 8 Wed 15 Apr 11:47:30T₴186-zshO ₴7.* Unable to a...O 88-zsh*9> AppearanceAppearanceQ SearchLukas KovalikApple IDReview Apple IDphone numberSoftware UpdateAvailableWi-FiBluetoothNetworkVPNNotificationsSoundFocusScreen TimeGeneralAppearanceAccessibilityControl CentreSiri & SpotlightPrivacy & SecurityDesktop & DockDisplaysWallpaperScreen SaverBatteryAccent colourLightMulticolourDarkAutoHighlight colourSidebar icon sizeAllow wallpaper tinting in windowsShow scroll bars• Automatically based on mouse or trackpad• When scrollingAlwaysClick in the scroll bar to• Jump to the next page• Jump to the spot that's clickedGraphite *Medium *...
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