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What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide
Seenivasa Ramadurai
Seenivasa Ramadurai
Seenivasa Ramadurai
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Apr 11
What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide
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beginners
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llm
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promptengineering
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rag
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11 min read
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.
Dhaivat Jambudia
Dhaivat Jambudia
Dhaivat Jambudia
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Apr 11
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.
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ai
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machinelearning
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llm
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agents
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reaction
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6 min read
When does a difference engine become a search for truth?
Trey Tomes
Trey Tomes
Trey Tomes
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Apr 11
When does a difference engine become a search for truth?
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ai
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devjournal
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llm
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machinelearning
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3 min read
Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs
Midas126
Midas126
Midas126
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Apr 11
Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs
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ai
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machinelearning
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llm
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opensource
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6 min read
Conflux Release: A Spec-Driven Orchestrator for Parallel AI Development
tumf
tumf
tumf
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Apr 11
Conflux Release: A Spec-Driven Orchestrator for Parallel AI Development
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conflux
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ai
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llm
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git
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6 min read
Building an MCP Server with Common Lisp
Vee Satayamas
Vee Satayamas
Vee Satayamas
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Apr 11
Building an MCP Server with Common Lisp
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ai
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llm
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mcp
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tutorial
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3 min read
Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide
Akhilesh Pothuri
Akhilesh Pothuri
Akhilesh Pothuri
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Apr 10
Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide
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python
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machinelearning
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rag
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llm
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9 min read
🤖 Building a Private, Local WhatsApp AI Assistant with Node.js & Ollama
Kernel Cero
Kernel Cero
Kernel Cero
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Apr 10
🤖 Building a Private, Local WhatsApp AI Assistant with Node.js & Ollama
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showdev
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ai
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llm
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node
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2 min read
Why Do Local AI Agents Forget You?
Ankit Pangasa
Ankit Pangasa
Ankit Pangasa
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Apr 10
Why Do Local AI Agents Forget You?
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agents
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ai
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llm
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tutorial
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6 min read
From Monolithic Prompts to Modular Context: A Practical Architecture for Agent Memory
Joe Provence
Joe Provence
Joe Provence
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Apr 10
From Monolithic Prompts to Modular Context: A Practical Architecture for Agent Memory
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agents
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architecture
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llm
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promptengineering
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5 min read
Gemma4 Tool Calling Fixes in llama.cpp, RTX cuBLAS MatMul Bug, & Local Ollama + Whisper UI
soy
soy
soy
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Apr 10
Gemma4 Tool Calling Fixes in llama.cpp, RTX cuBLAS MatMul Bug, & Local Ollama + Whisper UI
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ai
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llm
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selfhosted
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3 min read
Five Atomic Skills, Two Approaches: Claude Code and a Paper
Laurent DeSegur
Laurent DeSegur
Laurent DeSegur
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Apr 10
Five Atomic Skills, Two Approaches: Claude Code and a Paper
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claudecode
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ai
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agents
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llm
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22 min read
Claude Code install and config for Ollama, llama.cpp, pricing
Rost
Rost
Rost
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Apr 10
Claude Code install and config for Ollama, llama.cpp, pricing
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llm
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ai
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aicoding
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dev
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9 min read
Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting
Rost
Rost
Rost
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Apr 10
Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting
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selfhosting
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llm
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ai
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devops
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7 min read
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs
Midas126
Midas126
Midas126
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Apr 10
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs
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ai
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machinelearning
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llm
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programming
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6 min read
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