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Gao Dalie (Ilyass)

Data Analyst @ Marketing | Web Scripting | Artificial Intelligent | Business Intelligence | Blockchain I'll help you gain knowledge for an easier experience

Location Taiwan Joined Joined on  github website twitter website
RAG is Not Dead! No Chunking, No Vectors, Just Vectorless to Get the Higher Accuracy

RAG is Not Dead! No Chunking, No Vectors, Just Vectorless to Get the Higher Accuracy

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8 min read
Long Term Memory + RAG + MCP + LangGraph = The Key To Powerful Agentic AI

Long Term Memory + RAG + MCP + LangGraph = The Key To Powerful Agentic AI

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13 min read
How I built Nano Banana AI Image Editing Agent

How I built Nano Banana AI Image Editing Agent

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8 min read
LangExtract + Knowledge Graph— Google’s New Library for NLP Tasks

LangExtract + Knowledge Graph— Google’s New Library for NLP Tasks

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13 min read
LangGraph + MCP + GPT-5 = The Key To Powerful Agentic AI

LangGraph + MCP + GPT-5 = The Key To Powerful Agentic AI

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9 min read
You Don’t Need GraphRAG! Build a Multi-Strategy Graph Thinking AI Agent

You Don’t Need GraphRAG! Build a Multi-Strategy Graph Thinking AI Agent

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9 min read
You Don’t Need GraphRAG! Build a Multi-Strategy Graph Thinking AI Agent

You Don’t Need GraphRAG! Build a Multi-Strategy Graph Thinking AI Agent

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9 min read
I Tried LangGraph + Kimi K2 + Context Engineering & I’m REALLY Impressed!

I Tried LangGraph + Kimi K2 + Context Engineering & I’m REALLY Impressed!

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11 min read
LangChain Upgraded Library Every AI Engineer Should Know

LangChain Upgraded Library Every AI Engineer Should Know

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11 min read
LightRag (Upgraded) + Multimodal RAG Just Revolutionized AI Forever

LightRag (Upgraded) + Multimodal RAG Just Revolutionized AI Forever

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8 min read
I Tried to Automate Knowledge Graph Schema and It Blew My Mind

I Tried to Automate Knowledge Graph Schema and It Blew My Mind

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11 min read
MemoryOS MCP + RAG Agent That Can Remember Anything

MemoryOS MCP + RAG Agent That Can Remember Anything

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10 min read
Scrape Anything With DeepSeek R1 V2 + Minion-Agent (FREE & EASY)

Scrape Anything With DeepSeek R1 V2 + Minion-Agent (FREE & EASY)

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10 min read
LangGraph + Gemini = Perplexity, But Smarter? (Free & OpenSource)

LangGraph + Gemini = Perplexity, But Smarter? (Free & OpenSource)

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10 min read
LangChain + Segment Any Text + RAG = The Key to Understanding Your Documents

LangChain + Segment Any Text + RAG = The Key to Understanding Your Documents

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8 min read
Google Adk + MCP + RAG + Ollama = The Key To Powerful Agentic AI

Google Adk + MCP + RAG + Ollama = The Key To Powerful Agentic AI

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14 min read
A2A + MCP + LangChain = Powerful Agent Communication

A2A + MCP + LangChain = Powerful Agent Communication

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16 min read
LangGraph + Graphiti + Long Term Memory = Powerful Agentic Memory

LangGraph + Graphiti + Long Term Memory = Powerful Agentic Memory

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11 min read
Why is LLama 4 Much Better Than GPT-4o and Gemini 2.0 Flash — Here is The Result

Why is LLama 4 Much Better Than GPT-4o and Gemini 2.0 Flash — Here is The Result

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11 min read
Build Anything With A2A Agent — Here’s How

Build Anything With A2A Agent — Here’s How

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10 min read
LangChain + MCP + RAG + Ollama = The Key To Powerful Agentic AI

LangChain + MCP + RAG + Ollama = The Key To Powerful Agentic AI

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12 min read
Pydantic AI + MCP + Advanced Web Scraping = The Key To Powerful Agentic AI

Pydantic AI + MCP + Advanced Web Scraping = The Key To Powerful Agentic AI

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7 min read
LangGraph + MCP + Ollama: The Key To Powerful Agentic AI

LangGraph + MCP + Ollama: The Key To Powerful Agentic AI

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12 min read
Gemma 3 + MistralOCR + RAG Just Revolutionized Agent OCR Forever

Gemma 3 + MistralOCR + RAG Just Revolutionized Agent OCR Forever

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12 min read
Manus AI + Ollama: Build & Scrape ANYTHING (First-Ever General AI Agent) = OpenManus

Manus AI + Ollama: Build & Scrape ANYTHING (First-Ever General AI Agent) = OpenManus

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8 min read
LangGraph + DeepSeek-R1 + Function Call + Agentic RAG (Insane Results)

LangGraph + DeepSeek-R1 + Function Call + Agentic RAG (Insane Results)

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12 min read
Why DeepSeek-R1 Is so Much Better Than o3-Mini & Qwen 2.5 MAX — Here The Results

Why DeepSeek-R1 Is so Much Better Than o3-Mini & Qwen 2.5 MAX — Here The Results

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10 min read
KAG Graph + Multimodal RAG + LLM Agents = Powerful AI Reasoning

KAG Graph + Multimodal RAG + LLM Agents = Powerful AI Reasoning

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8 min read
Pydantic AI + Web Scraper + Llama 3.3 Python = Powerful AI Research Agent

Pydantic AI + Web Scraper + Llama 3.3 Python = Powerful AI Research Agent

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7 min read
Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent

Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent

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10 min read
Langchain (Upgraded) + DeepSeek-R1 + RAG Just Revolutionized AI Forever

Langchain (Upgraded) + DeepSeek-R1 + RAG Just Revolutionized AI Forever

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8 min read
Llama-OCR + Multimodal RAG + Local LLM Python Project: Easy AI/Chat for your Docs

Llama-OCR + Multimodal RAG + Local LLM Python Project: Easy AI/Chat for your Docs

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7 min read
Which AI Model is the Best in 2024?

Which AI Model is the Best in 2024?

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6 min read
LangGraph + Adaptive Rag + LLama3 Python Project: Easy AI/Chat for your Docs

LangGraph + Adaptive Rag + LLama3 Python Project: Easy AI/Chat for your Docs

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1 min read
CrewAi + SharedMemory + Grop API = Powerful Ai Agent

CrewAi + SharedMemory + Grop API = Powerful Ai Agent

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1 min read
LangGraph + Corrective RAG + Local LLM = Powerful Rag Chatbot

LangGraph + Corrective RAG + Local LLM = Powerful Rag Chatbot

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1 min read
LangGraph + Gemini Pro + Custom Tool + Streamlit = Multi-Agent Application Development

LangGraph + Gemini Pro + Custom Tool + Streamlit = Multi-Agent Application Development

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1 min read
Five Technique: How To Speed Local LLM ChatBot

Five Technique: How To Speed Local LLM ChatBot

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1 min read
LangGraph: Create A Hyper AI Agent

LangGraph: Create A Hyper AI Agent

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1 min read
What Is Langchain 0.1.0 ? Explained Simply 

What Is Langchain 0.1.0 ? Explained Simply 

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1 min read
CrewAi + Solar/Hermes + Langchain + Ollama = Super Ai Agent

CrewAi + Solar/Hermes + Langchain + Ollama = Super Ai Agent

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1 min read
Llmlingua + LlamaIndex + RAG = Cheaper Chatbot

Llmlingua + LlamaIndex + RAG = Cheaper Chatbot

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1 min read
AutoGen + LangChian + SQLite + Function Schema = Super AI Chabot

AutoGen + LangChian + SQLite + Function Schema = Super AI Chabot

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1 min read
A Comprehensive Guide: How Deepchecks Evaluate the Large Language Model

A Comprehensive Guide: How Deepchecks Evaluate the Large Language Model

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4 min read
Microsoft PHI-2 + Huggine Face + Langchain = Super Tiny Chatbot

Microsoft PHI-2 + Huggine Face + Langchain = Super Tiny Chatbot

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1 min read
How TaskWeaver Can Be Used To Create a Super AI Agent

How TaskWeaver Can Be Used To Create a Super AI Agent

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1 min read
OpenHermes 2.5 Vs GPT-4 Vs LLama2 = The Winner

OpenHermes 2.5 Vs GPT-4 Vs LLama2 = The Winner

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1 min read
AutoGen + LangChian + RAG + Function Call = Super AI Chabot

AutoGen + LangChian + RAG + Function Call = Super AI Chabot

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1 min read
Why OpenChat Model is So Much Better Than ChatGPT?

Why OpenChat Model is So Much Better Than ChatGPT?

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1 min read
How Do I Build LLava AI ChatBot

How Do I Build LLava AI ChatBot

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1 min read
GPT-4 Vs Zephyr 7b Beta: Which One Should You Use? 2023

GPT-4 Vs Zephyr 7b Beta: Which One Should You Use? 2023

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1 min read
How Powerful Step-Back Prompting Transforms LLM Performance

How Powerful Step-Back Prompting Transforms LLM Performance

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1 min read
MemGPT🧠 Transforms LLM into an Epic Operating System

MemGPT🧠 Transforms LLM into an Epic Operating System

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1 min read
How Powerful AutoGen is Reshaping LLM

How Powerful AutoGen is Reshaping LLM

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1 min read
How To Use Powerful Langchain Embeddings

How To Use Powerful Langchain Embeddings

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1 min read
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