Agentic Solver

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Agentic Solver is an open-source Python framework that empowers developers to build autonomous LLM-powered agents capable of decomposing complex tasks into actionable steps, integrating custom tools and APIs, and iteratively refining results. With modular design, flexible configuration, and built-in memory management, teams can quickly prototype and deploy self-driven agents that orchestrate external services, analyze data, and automate decision-making workflows.
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May 10 2025
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Agentic Solver

Agentic Solver

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Agentic Solver
Agentic Solver is an open-source Python framework that empowers developers to build autonomous LLM-powered agents capable of decomposing complex tasks into actionable steps, integrating custom tools and APIs, and iteratively refining results. With modular design, flexible configuration, and built-in memory management, teams can quickly prototype and deploy self-driven agents that orchestrate external services, analyze data, and automate decision-making workflows.
Added on:
Social & Email:
Platform:
May 10 2025
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What is Agentic Solver?

Agentic Solver provides a comprehensive toolkit for developing autonomous AI agents that leverage large language models (LLMs) to tackle real-world problems. It offers components for task decomposition, planning, execution, and result evaluation, enabling agents to break down high-level objectives into sequenced actions. Users can integrate external APIs, custom functions, and memory stores to extend agent capabilities, while built-in logging and retry mechanisms ensure resilience. Written in Python, the framework supports modular pipelines and flexible prompt templates, facilitating rapid experimentation. Whether automating customer support, data analysis, or content generation, Agentic Solver streamlines the end-to-end lifecycle, from initial configuration and tool registration to continuous agent monitoring and performance optimization.

Who will use Agentic Solver?

  • Developers building AI automation
  • Data scientists
  • Researchers in AI
  • Product teams
  • Enterprises automating workflows

How to use the Agentic Solver?

  • Step1: Install Agentic Solver via pip install git+https://github.com/kyopark2014/agentic-solver.git
  • Step2: Set your LLM API key in environment variables
  • Step3: Define and register custom tools or APIs
  • Step4: Configure agent prompts and planning strategy
  • Step5: Run the agent script to execute tasks
  • Step6: Monitor logs, analyze outputs, and refine settings

Platform

  • mac
  • windows
  • linux

Agentic Solver's Core Features & Benefits

The Core Features

  • Task decomposition and planning
  • Tool and API integration
  • Memory management
  • Modular prompt templates
  • Logging and retry mechanisms
  • Support for multiple LLMs

The Benefits

  • Accelerates autonomous agent development
  • Highly modular and extensible
  • Open-source and community-driven
  • Flexible configuration for diverse use cases
  • Enhances reliability with built-in retries

Agentic Solver's Main Use Cases & Applications

  • Automated data enrichment workflows
  • Self-driven content creation
  • Intelligent customer support agents
  • Automated code generation and review
  • Data analysis and summarization

FAQs of Agentic Solver

Agentic Solver Company Information

Agentic Solver Reviews

5/5
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Agentic Solver's Main Competitors and alternatives?

  • LangChain
  • AutoGPT
  • AgentVerse
  • Haystack
  • Marqo

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