Sera: An intelligent partner with autonomous learning, dynamic planning, and self-evolution capabilities, deeply integrated into your work and life.
ZYTech Super AI Assistant (ZY-Sera) is more than just a tool; it's an intelligent entity capable of understanding, thinking, and growing with you. We are committed to creating an AI assistant that is fully autonomous, exceptionally personalized, and infinitely evolving, aiming to deeply integrate into your work and life, unleash infinite potential, and empower various industries.
Sera's design philosophy is to transcend traditional tools and become your true intelligent partner. Here are its proud core features:
- 🚀 Full-Domain Autonomous Intelligence: From understanding vague instructions to delivering complete results, Sera can autonomously plan, execute, reflect on, and optimize the entire task workflow.
- 🧠 Exceptional Personalized Experience: Through continuous interaction, it deeply learns your work habits and preferences, providing truly unique and intelligent assistance that understands you.
- 📈 Infinite Evolution Potential: Actively explores, learns, and integrates new knowledge and tools, continuously expanding Sera's capabilities as technology evolves.
- 🛡️ Enterprise-Grade Security & Control: Ensures that the time, cost, data security, and result quality of task execution remain consistently within your control.
- 🛠️ Dynamic Tool Self-Generation: Sera can autonomously write, test, and register new tools based on task requirements, infinitely expanding its capabilities to meet any challenge.
- 📚 Multi-Dimensional Memory & Knowledge Base: Builds a layered, dynamically updated memory system, deeply integrating contextual, procedural, and semantic knowledge to achieve truly intelligent understanding.
- ♻️ Intelligent Fault Tolerance & Self-Correction: When faced with complex tasks, Sera can autonomously identify errors, analyze their root causes, and perform corrections, ensuring efficient and reliable task completion.
- 💬 Proactive Intelligent Interaction: Sera not only responds to commands but also proactively anticipates your potential needs, offering timely suggestions and risk warnings, becoming your true intelligent partner.
- ⚙️ Intelligent Model Orchestration: Based on task type, cost, and speed requirements, Sera can dynamically select and orchestrate the most suitable AI models for optimal performance.
From receiving instructions to perfect delivery, every step embodies the power of intelligence.
- Task Perception: Receives your instructions via multi-modal interfaces.
- Cognitive Planning: The cognitive core performs deep understanding and dynamic planning.
- Intelligent Execution: Orchestrates the optimal toolset to execute complex tasks.
- Learning & Evolution: Extracts experience, archives memories, and achieves self-growth.
The SAIA system consists of five interconnected core subsystems, forming a complete perception-cognition-execution-learning loop.
The 'senses' and 'voice' of the AI, serving as Sera's sole bridge to communicate with the world. It uniformly receives and processes instructions from various channels like voice, text, and APIs via the Universal Interface Module, while the Contextual Engine maintains real-time task context, ensuring a smooth and coherent interaction experience.
The 'brain' of the AI, the source of intelligence and the center of decision-making. Driven by the powerful Cognitive Core Engine, it translates vague user intentions into concrete, measurable action plans. During execution, it acts as the central commander, continuously monitoring progress and dynamically adjusting strategies based on real-time feedback to ensure efficient goal achievement.
The 'versatile hands' of the AI, responsible for transforming planning blueprints into reality. This system manages a vast and extensible tool library via the Tool Management Matrix, covering calls from basic operations to complex professional capabilities. Furthermore, Specialized Execution Agents possess the ability to autonomously generate new tools as needed, significantly expanding Sera's operational boundaries.
The 'hippocampus and neocortex' of the AI, the cornerstone for personalization and growth. Based on the Unified Memory Matrix, Sera builds a layered memory architecture. It not only records the complete context of each task but also extracts valuable experience from successes and failures, storing it in a long-term knowledge base driven by a vector database for future intelligent decision-making.
The 'meta-cognition' of the AI, the ultimate engine driving Sera to continuously surpass itself. When faced with unknown challenges or new capability requests, the Meta-Cognitive Evolution Unit is activated. It undergoes a 'reflect-explore-experiment-validate' closed-loop process, performing self-optimization and system upgrades in a secure sandbox environment, achieving true, never-ending evolution.
Sera is built upon leading global artificial intelligence technological concepts, integrating multiple cutting-edge technologies:
- 🌐 Large Language Models (LLMs)
- 🧩 Dynamic Programming Algorithms
- 💾 Vectorized Memory
- ♻️ Reinforcement Learning
- 🤖 Autonomous Agents
Sera's flexible architecture allows it to adapt to various complex scenarios, becoming a powerful driving force in diverse fields:
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|---|---|---|---|
| Enterprise Intelligence Hub Automates enterprise workflows, deeply analyzes business data, and provides precise decision support. |
Personal Super Assistant Manages schedules, drafts emails, integrates information, freeing you from tedious tasks. |
Research & Innovation Engine Processes vast amounts of literature and experimental data, assists in generating scientific hypotheses, and accelerates research progress. |
Content Creation Partner Provides inspiration, writes copy, generates scripts, becoming your inexhaustible source of creativity. |
Ready to embrace the future? Contact us now for an exclusive demo of ZY-Sera and embark on your new era of intelligence.
SAIA (Super AI Assistant) is a super AI assistant equipped with autonomous learning, dynamic planning, and self-evolution capabilities. It aims to deeply integrate into personal and enterprise workflows, becoming a powerful intelligent partner.
- High Automation & Autonomy: Autonomously understands, plans, executes, reflects on, and delivers tasks.
- Deep Personalization & Adaptability: Learns user habits through interaction, providing personalized assistance.
- Continuous Self-Evolution: Actively explores, learns, and integrates new knowledge and tools.
- Controllability & Reliability: Ensures that the time, cost, security, and result quality of task execution remain within controllable limits.
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Install Dependencies:
First Install ZY AI server !
Then install python requirements
pip install -r requirements.txt
Edit and fill keys :
memory_systems/GMemory/.env.example -> memory_systems/GMemory/.env
.env.example -> .env
settings.example.txt -> settings.txt
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Start the Service:
python agent_server.py
The service will start at
http://127.0.0.1:8000.
The SAIA system consists of five interconnected core subsystems, forming a complete perception-cognition-execution-learning loop.
- Perception & Interaction System: The 'senses' and 'voice' of the AI, responsible for all information interaction with the external world.
- Cognition & Planning Core: The 'brain' of the AI, responsible for understanding, thinking, reasoning, decision-making, and dynamic planning.
- Tool & Execution System: The 'hands' of the AI, responsible for executing specific operations.
- Memory & Learning System: The 'hippocampus and neocortex' of the AI, responsible for long-term information storage, retrieval, integration, and knowledge extraction.
- Self-Evolution System: The 'prefrontal cortex' of the AI, responsible for meta-cognition, self-reflection, learning, and system-level upgrades.
For more detailed architecture design, workflows, and component descriptions, please refer to our Project Wiki.
We welcome any contributions from the community! You can participate in the following ways:
- Report Bugs
- Submit Feature Requests
- Contribute Code (Please read the contribution guidelines first)
- Improve Documentation
If you interested, contect us wechat(group chat):
This README is automatically generated and maintained by SAIA.