Vector search with cross-encoder re-ranking, hybrid BM25+vector retrieval, incremental index updates, and multiple LLM backends (Ollama local, OpenAI API).
174 lines
13 KiB
Text
174 lines
13 KiB
Text
Enter your query (or type 'exit' to quit): I'm looking for the happiest and most joyful passages.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/docstore.json.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/index_store.json.
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Response:
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**Summary Theme:**
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The author reflects on moments of joy and happiness in their life, exploring themes such as contentment, love, and the beauty of
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everyday experiences. They express a desire to let themselves be happy every day and find pleasure in creative pursuits like
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poetry and art appreciation. Despite personal struggles with depression and anxiety, the author emphasizes the importance of
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finding happiness in one's daily life.
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**Matching Files:**
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1. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2015-12-03.txt** — Chloe's smile while praising her
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piano playing brings joy, highlighting the author's appreciation for small acts of kindness.
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2. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2006-08-11.txt** — The author's day feeding carrots to
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horses and making pizza with Matthew is described as "fun times, maybe the best ever," showcasing their ability to find joy in
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simple pleasures.
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3. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2015-01-23.txt** — Reading poetry and appreciating
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simple observations brings positive thoughts, indicating a focus on finding happiness through creative pursuits.
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4. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2024-07-25.txt** — The author reflects on the joys of
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their life, such as time with family and the love they experienced with T, despite later experiencing heartache.
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5. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2013-02-15.txt** — The passage encourages being joyful,
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happy, pleased, and glad, aligning with the author's overall theme of finding happiness in various life experiences.
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6. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2019-09-14.txt** — Reflecting on a week of learning,
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teaching, and feeling curious leads to the realization that one can find happiness every day, emphasizing the author's ability to
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let themselves be happy.
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7. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2012-09-20.txt** — This file, titled "Ευδαιμονía,"
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contains ancient Greek words related to happiness and well-being, further reinforcing the author's exploration of finding joy in
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life.
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8. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-07-29.txt** — The scorching weather and being
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outside provide a backdrop to the author's ability to find happiness despite potential physical discomfort, demonstrating their
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resilient outlook.
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9. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2024-10-09.txt** — The author expresses frustration and
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depression due to daily interactions but also acknowledges the importance of finding happiness in life, aligning with their
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broader theme.
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10. **file_path: /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2008-12-06.txt** — The passage defines happiness as
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contentment and peacefulness, highlighting the author's pursuit of a joyful life through their experiences.
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Source documents:
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2025-07-29.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-07-29.txt 0.7135682886000794
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2008-12-06.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2008-12-06.txt 0.7099131243276414
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2009-06-04.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2009-06-04.txt 0.6973211899243362
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6866097119060084
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2013-02-15.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2013-02-15.txt 0.686259123672228
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2012-09-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2012-09-20.txt 0.6790148415972938
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2015-01-23.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2015-01-23.txt 0.6761073066656899
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2015-12-03.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2015-12-03.txt 0.6712531329880593
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2006-08-11.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2006-08-11.txt 0.6613670040827223
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2024-07-25.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2024-07-25.txt 0.6570111677987235
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6558116128405127
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2019-09-14.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2019-09-14.txt 0.6549423349658567
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2024-04-03.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2024-04-03.txt 0.6546862471469852
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2023-07-24.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2023-07-24.txt 0.6544076938168284
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6541587448214657
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Query processed in 73 seconds.
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---
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This was a strange failure!
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((.venv) ) ~/Library/CloudStorage/Dropbox/nd/ssearch/$ run_query.sh
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Enter your query (or type 'exit' to quit): Find documents that express feelings of gratitude.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/docstore.json.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/index_store.json.
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Response:
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**Summary Theme:**
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The query is about finding documents expressing feelings of gratitude. However, it seems there was an error in my interpretation
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or the context provided, as the dominant themes I identified earlier were related to depression and anxiety rather than gratitude.
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Based on the given context, the theme that matches the query is related to personal struggles with mental health, particularly
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feelings of sadness and appreciation for connections.
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**Matching Files:**
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1. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2024-10-09.txt** — Expressed frustration with joggers on the bike
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path but did not mention gratitude.
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2. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt** — No direct expressions of gratitude found, but a
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reflection on personal struggles and achievements was present.
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3. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2008-05-27.txt** — Focuses on negative emotions like anxiety and
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anger, with no clear expressions of gratitude.
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4. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2013-05-23.txt** — Mentions the joy of helping others achieve their
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goals, which could be interpreted as a form of appreciation or gratitude for their success and recognition.
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5. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2015-03-17.txt** — Contains suicidal thoughts and negative
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feelings, indicating a lack of gratitude.
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6. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2023-07-16.txt** — Describes feelings of loss and the search for
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meaning, devoid of expressions of gratitude.
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7. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-03-18.txt** — No clear mentions of gratitude found.
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8. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2007-05-31.txt** — Focuses on career concerns and negative
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emotions, without expressing gratitude.
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9. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2020-05-13.txt** — Struggles with recognizing others' efforts due
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to internal bad feelings, which contrasts the idea of gratitude.
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10. **/Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2020-02-01.txt** — Mentions reconnecting with old friendships and
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family, but there are no explicit expressions of gratitude.
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Source documents:
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6865291287082457
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2008-05-27.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2008-05-27.txt 0.6707430757786356
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2023-02-17.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2023-02-17.txt 0.6624994985797085
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6614406157945066
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2025-03-18.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-03-18.txt 0.6589271548285772
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6583888795181797
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2025-07-28.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-07-28.txt 0.6575634356770015
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2012-09-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2012-09-20.txt 0.6564913212073614
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2020-05-13.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2020-05-13.txt 0.6563809376620068
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2025-08-20.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-08-20.txt 0.6549296468531686
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2013-05-23.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2013-05-23.txt 0.653871795081564
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2009-06-04.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2009-06-04.txt 0.6535844277567499
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2007-05-31.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2007-05-31.txt 0.6524713123412845
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2025-07-29.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2025-07-29.txt 0.6517446358739963
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2020-02-01.txt /Users/furst/Library/CloudStorage/Dropbox/nd/ssearch/data/2020-02-01.txt 0.6514433384900066
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Query processed in 74 seconds.
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---
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I implemented a regex that srtips the full path:
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((.venv) ) ~/Library/CloudStorage/Dropbox/nd/ssearch/$ run_query.sh
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Enter your query (or type 'exit' to quit): Entries that discuss testing one's limits, especially emotional and mental.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/docstore.json.
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Loading llama_index.core.storage.kvstore.simple_kvstore from ./storage_exp/index_store.json.
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Response:
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**Summary Theme:**
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The dominant theme in this context appears to be an individual exploring their emotions, particularly their mental and emotional
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boundaries, as well as the impact of societal perceptions on feelings. The writer grapples with anxiety, depression, self-worth,
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and the fear of inadequacy while also contemplating their own mortality and purpose. They seek to understand and manage their
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emotions, often viewing them as data or information that can guide survival and informed decision-making.
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**Matching Files:**
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1. **file_path: ./data/2023-07-16.txt** — Describes the struggle of wrestling with depression for years, emphasizing the search
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for meaning in a world driven by efficiency and optimization.
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2. **file_path: ./data/2015-03-17.txt** — Mentions suicidal thoughts and feeling overwhelmed by negative emotions, indicating a
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desire to test one's limits emotionally.
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3. **file_path: ./data/2019-01-14.txt** — Discusses the struggle with controlling impulses and feelings of stress, anxiety, and
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depression while questioning if one is a prisoner of their biology.
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4. **file_path: ./data/2025-06-17.txt** — Explores the concept of feeling out personal boundaries and accepting dissonance, which
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could be seen as testing emotional limits.
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5. **file_path: ./data/2025-08-20.txt** — Mentions the interest in anarchy while being invested in capital markets and holding a
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tenured position, indicating a potential exploration of one's limits.
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6. **file_path: ./data/2017-12-06.txt** — Expresses suicidal thoughts due to burnout and emotional exhaustion, suggesting an
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attempt to test personal boundaries.
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7. **file_path: ./data/2017-12-16.txt** — Explores the desire to be a better person and the struggle with balance, potentially
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indicating a journey of testing one's limits.
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8. **file_path: ./data/2017-04-13.txt** — Focuses on worrying about hypotheticals and imagined fights, suggesting an exploration
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of personal boundaries and emotional limits.
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9. **file_path: ./data/2024-09-20.txt** — Admitted to having depressive thoughts despite appearing jovial, indicating a discussion
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on testing the limits of one's mental health.
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10. **file_path: ./data/2025-08-20.txt** — The computer facilitates artistic innovation by freeing the artist from conventional
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"mental ready-mades," enabling the production of new assemblages of shapes and colors.
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Source documents:
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2019-01-28.txt ./data/2019-01-28.txt 0.7091032318236316
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2003-03-09.txt ./data/2003-03-09.txt 0.6819464422399241
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2025-08-20.txt ./data/2025-08-20.txt 0.6796124657599102
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2025-08-20.txt ./data/2025-08-20.txt 0.6785008440538487
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2017-04-13.txt ./data/2017-04-13.txt 0.6768340197245936
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2022-05-06.txt ./data/2022-05-06.txt 0.6750801120630013
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2023-01-27.txt ./data/2023-01-27.txt 0.6703347559624786
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2023-03-14.txt ./data/2023-03-14.txt 0.668340287632692
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2025-06-17.txt ./data/2025-06-17.txt 0.6656929175939117
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2025-08-20.txt ./data/2025-08-20.txt 0.6645024849162311
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2023-07-16.txt ./data/2023-07-16.txt 0.6618312766890652
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2021-04-15.txt ./data/2021-04-15.txt 0.661171288633267
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2025-08-20.txt ./data/2025-08-20.txt 0.6600615010925119
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2019-01-14.txt ./data/2019-01-14.txt 0.6563840810491259
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2025-05-23.txt ./data/2025-05-23.txt 0.6561484407217757
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Query processed in 79 seconds.
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