The platform for reliable, high-speed AI agents.
A comprehensive repository for building and deploying advanced AI agent systems, focusing on low-latency performance using the Groq API, architectural clarity (ReAct), and sophisticated inter-agent communication (MCP).
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Chatbot with Groq API and Websearch: Provides a core conversational loop using Groq for high-speed LLM inference, augmented by a websearch tool for real-time grounded information retrieval.
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Tool Calling: Implementation of function/tool calling capabilities, allowing agents to dynamically select and execute external logic to achieve complex goals.
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ReAct (Reasoning and Acting) Agent: The primary architectural loop that structures the agent's thought process into observable
Thought(internal reasoning) andAction(tool execution). -
Memory and Streaming (LangGraph): Leverages LangGraph for managing complex state transitions and maintaining long-term conversational memory, with output streaming for enhanced user experience.
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MCP (Multi-Agent Communication Protocol): Includes both MCP server creation and MCP client development to enable structured, reliable communication between specialized agents.
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Multi-Agent AI Chatbot: The final system where specialized agents cooperate and delegate tasks to solve complex, multi-step queries.
- Clone the repository:
git clone https://github.com/SouvickC/Local_AI_Agent.git
- Install dependencies:
uv add -r requirement.txt
- Set Environment Variables: Add API keys (e.g.,
GROQ_API_KEY) to a.envfile.