Wencho8/ReAct-AI-Agent-from-Scratch-using-DeepSeek

ReAct AI Agent from Scratch using DeepSeek: Handling Memory & Tools without Frameworks

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Emerging

This project helps AI developers who want to build custom AI agents with reasoning and acting capabilities. It provides a foundation for creating agents that can manage their own memory and integrate various tools without relying on external frameworks. You input user queries, and the agent processes them using its reasoning loop, producing responses and actions.

No commits in the last 6 months.

Use this if you are an AI developer looking to understand and implement a ReAct-style AI agent from the ground up, with full control over memory and tool integration.

Not ideal if you are a non-developer seeking a pre-built, ready-to-use AI agent or prefer to work within existing AI agent frameworks.

AI agent development Large Language Model (LLM) customization natural language processing (NLP) engineering AI system architecture tool integration
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 7 / 25
Maturity 8 / 25
Community 18 / 25

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Stars

35

Forks

12

Language

Python

License

Last pushed

Feb 18, 2025

Commits (30d)

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