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Initial commit: RAG pipeline for semantic search over personal journal archive

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Vector search with cross-encoder re-ranking, hybrid BM25+vector retrieval,
incremental index updates, and multiple LLM backends (Ollama local, OpenAI API).
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Eric 2026-02-20 06:02:28 -05:00
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Query: --query Passages that quote Louis Menand.
Vector: 20, BM25: 20, overlap: 7, merged: 33, re-ranked to: 15
Response:
The provided excerpts feature multiple references to Louis Menand's quote about hypostasis and our creation of God as a fiction.
Here are the relevant passages:
- **"We created God, and then pretended that God created us."** **(file_path: ./data/2025-11-04.txt)**
This excerpt introduces Menand's quote as the starting point for an exploration of how humans create and interact with abstract
concepts.
- **"We hypostatized our own concept and turned it into something “out there” whose commandments (which we made up) we struggle to
understand and obey."** **(file_path: ./data/2025-11-04.txt)**
This quote delves further into the idea of turning concepts into something tangible, emphasizing the struggle to understand and
follow the rules we create.
- **"We are supplicants to our own fiction."** **(file_path: ./data/2025-11-04.txt)**
The passage concludes by emphasizing the concept of being subservient to our own creations, highlighting the complex relationship
between human stories and reality.
- **"We created God, and then pretended that God created us."** **(file_path: ./data/2022-08-14.txt)**
This excerpt reiterates the core idea from Menand's quote in a slightly different phrasing.
- **"We hypostatized our own concept and turned it into something “out there” whose commandments, which we also made up, we
struggle to understand and obey."** **(file_path: ./data/2022-08-14.txt)**
This quote emphasizes the process of creating rules and struggling to comprehend them while adhering to them.
All these excerpts contribute to exploring Menand's perspective on how humans create, project, and interact with abstract
concepts, highlighting the complex relationship between stories, beliefs, and reality.
**Files contributing:**
* **2025-11-04.txt**
* **2022-08-14.txt**
Source documents:
2025-11-04.txt ./data/2025-11-04.txt 3.303
2025-02-14.txt ./data/2025-02-14.txt 3.144
2022-08-14.txt ./data/2022-08-14.txt 2.183
2021-07-04.txt ./data/2021-07-04.txt 1.595
2025-02-14.txt ./data/2025-02-14.txt 1.504
2025-07-27.txt ./data/2025-07-27.txt 0.171
2024-07-26.txt ./data/2024-07-26.txt -0.969
2024-09-06.txt ./data/2024-09-06.txt -1.661
2024-04-08.txt ./data/2024-04-08.txt -2.017
2025-02-05.txt ./data/2025-02-05.txt -2.027
2022-04-17.txt ./data/2022-04-17.txt -2.054
2023-07-01.txt ./data/2023-07-01.txt -2.284
2023-01-06.txt ./data/2023-01-06.txt -2.315
2024-09-04.txt ./data/2024-09-04.txt -2.379
2024-08-03.txt ./data/2024-08-03.txt -2.391
Query processed in 78 seconds.