Welcome to My Knowledge Base Pages
I use this site for publishing links to various libraries and releated documentation as well as short overviews of technologies that I am currently using in my projects or simply interested in learning more about them. The primary goal of publishiung this site is to make this infomation readily availble for me to use or share it with my friends. Other readers are welcomed as they may find this information interetysting as well.
Table of Contents
- General Topics:
- Google AI & Agent Developmnet Kit (ADK):
- LangChain / LangGraph Framework:
- Neo4J Graph Database:
- Various::
- Blogs about projects in my GitHub repository:
- AI Agent with RAG-Assisted Declarative Query Generation for Data in Oracle Analytic Views
- A Framework for Testing Agentic Design Patterns Using LangChain & LangGraph
- Building a GraphRAG System – Core Infrastructure & Document Ingestion
- GraphRAG Part 2 – Cross-Doc & Sub-graph Extraction, Multi-Vector Entity Representation
- GraphRAG Part 3 – Intelligent MVR, Query Routing and Context Generation
- GraphRAG Part 4 – Community Detection and Embedding, Search and Hybrid Retrieval Integration
- Building a GraphRAG System – Core Infrastructure & Document Ingestion
- Beyond Vector Search: How GraphRAG Enables Smarter AI Responses
- Workflow and Agentic Flow Patterns: Choosing the Right Approach
- The Shifting Landscape of Software Development Roles in the AI Era
- The Hybrid Approach: Bridging Traditional and Agentic Workflows
- RAG at Scale: The Hidden Trade-Offs of Single Vector Embedding
- From Static Rules to Smart Agents: Advent of Agentic Workflows
- Why LLMs and Humans Think Differently: An Amateur Dive into AI’s Compression Problem