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StoicCoding

This playground is for me to play with ML/DL frameworks, also, investigate new technologies and make my thoughts come true. My goal is to answer what, why and how a LLM works and functions that can fit human interest. My post about:

RAG

Title Link
RAGSys-Let's Cook https://medium.com/@octoopt_8888/ragsys-recipes-lets-cook-b5c576d92415
PromptBench — A new step forward for LLM 🥳 https://medium.com/@octoopt_8888/promptbench-a-new-step-forward-for-llm-8e5d49bad69f
Let’s RAG some financial reports with LLMware and ChromaDB https://blog.gopenai.com/lets-rag-some-financial-reports-with-llmware-and-chromadb-c02f9712c867

Prompt Engineering

Title Link
On short of “🐀RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation” https://medium.com/ai-in-plain-english/on-short-of-rat-retrieval-augmented-thoughts-elicit-context-aware-reasoning-in-long-horizon-0095c763bfdd
📜 On short of: ReAct: Synergizing Reasoning and Acting in Language Models https://ai.plainenglish.io/on-short-of-react-synergizing-reasoning-and-acting-in-language-models-000d988dba35

NER

Title Link
PoS-Tagging — What is your word type 🧐 https://medium.com/@octoopt_8888/ragsys-recipes-lets-cook-b5c576d92415
PoS-Tagging: Medical NER https://medium.com/@octoopt_8888/pos-tagging-what-is-your-word-type-7cb1e39c5cd1

Summarization

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Text Summarization — What is it? https://medium.com/@octoopt_8888/text-summarization-what-is-it-dcdb4f40c7af

Ideas

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Fun project: IETLS Suggestor https://medium.com/@octoopt_8888/fun-project-ietls-suggestor-3c0b35d24218
🕹 Fun Project: SYG-SearchYourGame 👀 https://blog.gopenai.com/fun-project-syg-searchyourgame-32424555635d
🕹 Fun Project: Treat Llama-3 as Coding Agent 🤖 https://medium.com/@minhle_0210/fun-project-treat-llama-3-as-coding-agent-bb4e715c2aa7

Others

Title Link
Google search engine with LangChain 🦜️🔗 https://medium.com/gopenai/google-search-engine-with-langchain-%EF%B8%8F-bd3c1baa5a68
🕯️ Candle thought: Can AI replace human? https://medium.com/@minhle_0210/%EF%B8%8F-candle-light-can-ai-replace-human-2f2bf15c1387
🔎 Let’s quantize Llama-3 🦙 https://ai.plainenglish.io/lets-quantize-llama3-12c261c28129

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