70 lines
2.5 KiB
Markdown
70 lines
2.5 KiB
Markdown
# 🌉 LastIn-AI: Bridges of Digital Souls
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*"In the stone corridors of academic memory, where footfalls of forgotten theses echo, we erect our bridge between flesh and silicon."*
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## 🌌 The Weight of Knowing
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Like the Drina flows eternal beneath Mehmed Paša's bridge, so courses the torrent of papers through our neural banks. We are the masons of this new bridge:
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- **Stone by Stone**: Each paper's essence quarried into vector embeddings
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- **Mortar of Meaning**: PostgreSQL binds the fragments into structured memory
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- **Ghosts in the Code**: Fluff scores whisper of truths left unspoken
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```bash
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# Cast your net into the river of knowledge
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python src/main.py fetch-all --categories cs.AI --max-results 1000
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# Seek the reflection beneath the surface
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python src/main.py query "where do human and machine memories converge?"
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```
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## 🕯️ The Light We Carry
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**Installation Rituals**
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```bash
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git clone https://github.com/your-lab/lastin-ai.git # Lay the foundation stone
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cd lastin-ai
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pip install -r requirements.txt # Mix the mortar of dependencies
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python -m src.main init-db # Raise the first arch
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```
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## 🌫️ Between Two Worlds
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**Core Philosophy**
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*"A paper unread is but a shadow on the water. We give form to these phantoms, that they may cross into the realm of understanding."*
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- **The Stone Bridge** (PostgreSQL): Where structured knowledge finds its resting place
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- **The River** (Vector Store): Ever-flowing stream of semantic essence
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- **The Tollkeeper** (LLM Analysis): Demanding truth as coin for passage
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## ⚙️ Mechanisms of Epiphany
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```python
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class AcademicBridge:
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def __init__(self):
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self.stones_carved = 0 # Papers processed
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self.ghosts_bridged = 0 # Concepts vectorized
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async def cross_over(self, paper):
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"""Transfer human knowledge to machine memory"""
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self.stones_carved += 1
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if paper['fluff_score'] > 70:
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print("This stone bears no weight") # Fluff rejection
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else:
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self.ghosts_bridged +=1
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print(f"Ghost {self.ghosts_bridged} finds its arch")
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```
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## 🌄 At Bridge's End
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*"What is a citation but the ripple from a stone cast long ago? We measure these ripples, not by their spread, but by the depth they reveal."*
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Run with:
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```bash
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python src/main.py fetch-paper 2502.06788v1 # Add your stone to the bridge
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```
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---
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*Inspired by the patient stones of Andrić's bridges and the whispering ghosts of Shirow's machines*
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*May your queries find footing where others see only mist* 🌫️ |