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Building a Persistent Knowledge Base RAG System with FastAPI, llama.cpp, Chroma, and Open WebUI
navid mirnouri
navid mirnouri
navid mirnouri
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Apr 30
Building a Persistent Knowledge Base RAG System with FastAPI, llama.cpp, Chroma, and Open WebUI
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ai
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llm
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programming
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python
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7 min read
The database is where AI agents in production get weird
Luca Sannitu
Luca Sannitu
Luca Sannitu
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Apr 30
The database is where AI agents in production get weird
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ai
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database
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sql
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llm
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2 min read
99% of Requests Failed and My Dashboard Showed Green
NaveenKumar Namachivayam ⚡
NaveenKumar Namachivayam ⚡
NaveenKumar Namachivayam ⚡
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May 13
99% of Requests Failed and My Dashboard Showed Green
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ai
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performance
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llm
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nvidia
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7 min read
On Character Formation and Identity
Trey Tomes
Trey Tomes
Trey Tomes
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Apr 30
On Character Formation and Identity
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ai
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llm
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machinelearning
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nlp
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5 min read
Qwen 3.5 SAEs & 3.6 Q6_K Multimodal, DeepSeek's Visual Primitives Framework
soy
soy
soy
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Apr 30
Qwen 3.5 SAEs & 3.6 Q6_K Multimodal, DeepSeek's Visual Primitives Framework
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ai
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llm
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selfhosted
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3 min read
Your AI Conversations Are Not Yours. Yet…
Vektor Memory
Vektor Memory
Vektor Memory
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Jun 4
Your AI Conversations Are Not Yours. Yet…
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ai
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llm
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vectordatabase
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opensource
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8 min read
Madness Driven Design: Don Quixote, Sancho Panza, and Your AI Copilot
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Madness Driven Design: Don Quixote, Sancho Panza, and Your AI Copilot
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ai
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llm
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rust
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cli
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8 min read
RustyClaw: I'm rewriting an AI agent in Rust (because the meme demands it)
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
RustyClaw: I'm rewriting an AI agent in Rust (because the meme demands it)
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rust
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python
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ai
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llm
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7 min read
My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)
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ai
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llm
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performance
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swift
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6 min read
Why 99% of What You Send to Claude Is Already Cached
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Why 99% of What You Send to Claude Is Already Cached
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llm
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claude
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anthropic
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infrastructure
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7 min read
I'm paying $15 per million tokens to write 'fix: typo'
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
I'm paying $15 per million tokens to write 'fix: typo'
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swift
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appleintelligence
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git
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llm
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7 min read
Why My CLI Output Isn't XML (And How I Ended Up Reinventing TOON Without Knowing It)
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Why My CLI Output Isn't XML (And How I Ended Up Reinventing TOON Without Knowing It)
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llm
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cli
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rust
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tokens
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6 min read
Your Mac Has a Free LLM and You're Not Using It
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
Your Mac Has a Free LLM and You're Not Using It
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swift
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appleintelligence
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llm
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macos
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5 min read
BitForge: Run LLMs on Microcontrollers
Aman Sachan
Aman Sachan
Aman Sachan
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Apr 30
BitForge: Run LLMs on Microcontrollers
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llm
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esp32
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iot
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python
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1 min read
150 Lines of Apologies Removed
Fernando Rodriguez
Fernando Rodriguez
Fernando Rodriguez
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Apr 30
150 Lines of Apologies Removed
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ai
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llm
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cli
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rust
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6 min read
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