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2026

Conversation Agent With Memory

Multi-turn conversational agent with short-term and long-term memory and guardrails using LangGraph, ChromaDB, Redis and Ollama.

Overview

Multi-turn conversational agent with short-term and long-term memory and guardrails using LangGraph, ChromaDB, Redis and Ollama. Open-source project by Nazgul Sagatova, published on GitHub.

Highlights

  • Primary language: Python
  • Open source — view the code and contribute on GitHub

Built with

  • Python

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