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Seeking Development Partnership: Enterprise-Grade AI Agent Application Project Overview We are looking for a long-term development partner to create an enterprise-grade AI agent application based on open-source frameworks. This project aims to build a scalable, multi-agent system with advanced RAG capabilities and automation features for enterprise applications. Technical Requirements Based on Open-Source Technologies We're looking to leverage established open-source projects such as: OpenManus ([login to view URL]) Microsoft AutoGen ([login to view URL]) CrewAI ([login to view URL]) n8n ([login to view URL]) Core Features Required Hierarchical RAG Knowledge Base Implement a tiered, permission-based Retrieval-Augmented Generation system Support for at least 4-5 levels of information hierarchy Fine-grained access control for different organizational roles Seamless integration with existing enterprise data sources Multi-Agent Collaboration Framework Enable specialized agents with different expertise to work together Structured agent communication protocols Role-based agent definition with customizable capabilities Task delegation and orchestration between agents Process Visualization Real-time visualization of agent collaboration process Interactive dashboard showing agent interactions and decision points Transparent execution flow visible to non-technical users Visual representation of complex workflows System Automation Capabilities Automate form filling, login procedures, and data entry Web browser automation for enterprise applications API integration with existing enterprise systems Workflow automation across multiple platforms Streaming Output Implement streaming output for real-time visibility into agent thinking Step-by-step process tracking for debugging purposes Detailed logging of agent interactions and decisions Ability to pause, review, and modify agent processes Project Phases and Deliverables We envision a phased implementation approach: Phase 1 (Data Layer & Knowledge Base) Establish hierarchical RAG architecture Data integration from enterprise sources Basic query capabilities demonstration Phase 2 (Conversation & Search) Enhanced search functionality Agent role definitions and basic collaboration Planning capabilities implementation Phase 3 (Multi-Agent Orchestration) Full multi-agent collaboration system Visualization of agent interactions Streaming output implementation Phase 4 (Tool Usage & Automation) External tool integration System automation capabilities End-to-end process automation Partner Requirements We're seeking a development partner with: Proven experience with LLM agent frameworks (required) Demonstrable previous work using the mentioned open-source technologies Enterprise-level software architecture expertise Understanding of RAG architectures and vector databases Experience with agent orchestration and multi-agent systems Strong background in process automation and visualization Ability to deliver tangible results within 4-8 weeks for initial phases Long-Term Collaboration This project represents the beginning of a long-term partnership. We envision ongoing development, refinement, and expansion of the platform for various enterprise use cases. Please include in your response: Examples of similar systems you've built Your experience with the mentioned open-source frameworks Proposed implementation timeline Team composition for this project Your approach to making complex agent interactions visible to non-technical users We look forward to partnering with a team that has practical experience and can deliver demonstrable results rather than just theoretical knowledge.
Project ID: 39217817
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Active 3 mos ago
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Vancouver, Canada
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