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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

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Long Term Memory + RAG + MCP + LangGraph = The Key To Powerful Agentic AI
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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
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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
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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
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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
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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
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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!
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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
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LangChain Upgraded Library Every AI Engineer Should Know

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11 min read
LightRag (Upgraded) + Multimodal RAG Just Revolutionized AI Forever
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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
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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
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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)
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Scrape Anything With DeepSeek R1 V2 + Minion-Agent (FREE & EASY)

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10 min read
LangGraph + Gemini = Perplexity, But Smarter? (Free & OpenSource)
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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
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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
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Google Adk + MCP + RAG + Ollama = The Key To Powerful Agentic AI

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

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

2
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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
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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
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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
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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
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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
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LangGraph + MCP + Ollama: The Key To Powerful Agentic AI

5
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12 min read
Gemma 3 + MistralOCR + RAG Just Revolutionized Agent OCR Forever
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Gemma 3 + MistralOCR + RAG Just Revolutionized Agent OCR Forever

5
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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)
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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
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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
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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
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Pydantic AI + Web Scraper + Llama 3.3 Python = Powerful AI Research Agent

1
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7 min read
Smolagents + Web Scraper + DeepSeek V3 Python = Powerful AI Research Agent
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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
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Langchain (Upgraded) + DeepSeek-R1 + RAG Just Revolutionized AI Forever

1
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8 min read
Llama-OCR + Multimodal RAG + Local LLM Python Project: Easy AI/Chat for your Docs
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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?
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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
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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
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CrewAi + SharedMemory + Grop API = Powerful Ai Agent

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1 min read
LangGraph + Corrective RAG + Local LLM = Powerful Rag Chatbot
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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
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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
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Five Technique: How To Speed Local LLM ChatBot

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1 min read
LangGraph: Create A Hyper AI Agent
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LangGraph: Create A Hyper AI Agent

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1 min read
What Is Langchain 0.1.0 ? Explained Simply 
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What Is Langchain 0.1.0 ? Explained Simply 

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

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1 min read
Llmlingua + LlamaIndex + RAG = Cheaper Chatbot
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Llmlingua + LlamaIndex + RAG = Cheaper Chatbot

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

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

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1 min read
How Do I Build LLava AI ChatBot
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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
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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
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How Powerful Step-Back Prompting Transforms LLM Performance

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1 min read
MemGPT🧠 Transforms LLM into an Epic Operating System
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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
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How To Use Powerful Langchain Embeddings

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1 min read
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