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Gemma 41RAG1ChromaDB1LangChain1Ollama1Python1local LLM1AI agents1memory1long-term memory1agent design1
App Dev/2026-04-20Advanced

Building a RAG Pipeline with Gemma 4 and ChromaDB: Implementation

A complete walkthrough of building a local RAG pipeline using Gemma 4 + Ollama + ChromaDB + LangChain. Includes production-ready Python code with error handling, cost comparison, and practical tips from real-world use.

Agents/2026-04-03Advanced

AI Agent Memory Architecture: Designing Long-Term Memory

A systematic guide to giving AI agents long-term memory. Learn how to build a practical memory system combining vector databases, episodic memory, and semantic search.