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RAG From First Principles: Why Every AI App Retrieves Before It Generates
klement Gunndu
klement Gunndu
klement Gunndu
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Apr 16
RAG From First Principles: Why Every AI App Retrieves Before It Generates
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ai
#
rag
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llm
#
machinelearning
12
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2
comments
7 min read
I built an open-source LLM benchmarking tool with an AI judge — here's how it works
MegabytesNYC
MegabytesNYC
MegabytesNYC
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Mar 13
I built an open-source LLM benchmarking tool with an AI judge — here's how it works
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showdev
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ai
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llm
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opensource
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2 min read
AI Ebook Generator for Developers: Build Your Own Publishing Pipeline in Python
German Yamil
German Yamil
German Yamil
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Apr 16
AI Ebook Generator for Developers: Build Your Own Publishing Pipeline in Python
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python
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llm
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codenewbie
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productivity
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5 min read
How we built a deterministic AI classifier on top of a non-deterministic LLM
Pavel Gajvoronski
Pavel Gajvoronski
Pavel Gajvoronski
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Apr 16
How we built a deterministic AI classifier on top of a non-deterministic LLM
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ai
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llm
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typescript
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mcp
2
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5 min read
RAG系统实战:从Chunk切分到检索增强全流程解析
port smith
port smith
port smith
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Apr 16
RAG系统实战:从Chunk切分到检索增强全流程解析
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llm
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nlp
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rag
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tutorial
2
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1 min read
Fine-Tuning Phi-3 & Gemma 2: The Budget Path to GPT-4 Performance at a Fraction of the Cost
Jaipal Singh
Jaipal Singh
Jaipal Singh
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Mar 13
Fine-Tuning Phi-3 & Gemma 2: The Budget Path to GPT-4 Performance at a Fraction of the Cost
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ai
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machinelearning
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llm
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14 min read
Building a Multi-Agent AI Forecasting System: Architecture Deep Dive
Ivan Valmont
Ivan Valmont
Ivan Valmont
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Mar 13
Building a Multi-Agent AI Forecasting System: Architecture Deep Dive
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agents
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ai
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architecture
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llm
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5 min read
I let my AI agent read a file. It tried to leak my credentials.
Andrea
Andrea
Andrea
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Apr 16
I let my AI agent read a file. It tried to leak my credentials.
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security
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agents
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mcp
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llm
1
reaction
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4 min read
How to Reduce LLM Token Usage Without Losing Context
Memorylake AI
Memorylake AI
Memorylake AI
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Apr 15
How to Reduce LLM Token Usage Without Losing Context
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ai
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architecture
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llm
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performance
4
reactions
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2
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4 min read
把治理账本当作控制平面:多 Agent 时代的收敛核心
SENK
SENK
SENK
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SENK
Apr 16
把治理账本当作控制平面:多 Agent 时代的收敛核心
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agents
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architecture
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llm
#
softwareengineering
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1 min read
AI Development Tools Every Engineering Team Needs in 2026
Billy
Billy
Billy
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Mar 13
AI Development Tools Every Engineering Team Needs in 2026
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aitools
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developertools
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mlops
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llm
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5 min read
LangChain vs LlamaIndex in 2026: What We Actually Use and Why
Lycore Development
Lycore Development
Lycore Development
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Apr 16
LangChain vs LlamaIndex in 2026: What We Actually Use and Why
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python
#
ai
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langchain
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llm
2
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4 min read
Why Falling AI Token Prices Don’t Mean Lower Costs
Khushi Dubey
Khushi Dubey
Khushi Dubey
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Mar 17
Why Falling AI Token Prices Don’t Mean Lower Costs
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ai
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cloudcomputing
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llm
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management
1
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5 min read
Real LLM Drift Detection Results: Exact Outputs, Real Scores, No Fabrication
Jamie Cole
Jamie Cole
Jamie Cole
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Mar 13
Real LLM Drift Detection Results: Exact Outputs, Real Scores, No Fabrication
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llm
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ai
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webdev
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python
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3 min read
I ran 5 social engineering attacks on AI. The failure modes are human.
Michael Trifonov
Michael Trifonov
Michael Trifonov
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Apr 15
I ran 5 social engineering attacks on AI. The failure modes are human.
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ai
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llm
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alignment
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security
1
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2 min read
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