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100-Python-Projects

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100 Python Projects

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# 100 Python Projects: Advanced Agentic Systems 🚀

**A Comprehensive Journey from Scripting to Autonomous Swarms.**

## 📖 Overview

This repository contains **100 self-contained Python projects** designed to master the field of AI Engineering and Agentic Workflows. The curriculum progresses from basic structured outputs to complex multi-agent simulations, safety evaluations, and governance frameworks.

**Status**: ✅ Completed (100/100 Projects)

---

## 🏗️ Tier 1: Agent Foundations (Projects 1-30)
*Focus: The building blocks of LLM interactions and tool use.*

*   **Prompt Engineering**: Templates, Chains, Summarizers (Projects 1-10).
*   **Tool Use**: Calculators, Search, File I/O, API Fetchers (Projects 11-20).
*   **Memory & State**: Chat History, Vector Stores, Context Management (Projects 21-30).

## 🧩 Tier 2: Multi-Agent Architectures (Projects 31-60)
*Focus: Orchestration, collaboration, and complex system design.*

*   **Communication**: Message Buses, Pub/Sub, Broadcasting (Projects 31-40).
*   **Patterns**: Master-Worker, Hierarchical Teams, Voting, Bidding (Projects 41-50).
*   **Simulations**: Economies, Swarms (Boids), Ecosystems, Debates (Projects 51-60).

## 🛡️ Tier 3: Evaluation, Safety & Ethics (Projects 61-100)
*Focus: Making agents robust, safe, compliant, and trustworthy.*

### 🔍 Assessment & Metrics (61-75)
*   **Unit Testing**: Mock LLMs, deterministic evals.
*   **Observability**: Tracing, Logging, Dashboards (OpenTelemetry, Rich).
*   **Optimization**: Caching, Cost Tracking, Performance Profiling.

### 🔐 Security & Adversarial Testing (76-80)
*   **Red Teaming**: Prompt Injection, Jailbreaking, Adversarial attacks.
*   **Defenses**: PII Redaction, Input Sanitization, Access Control (RBAC).

### ⚖️ Safety & Alignment (81-85)
*   **Constitutional AI**: Self-correction based on principles.
*   **Bias Detection**: Demographic parity testing.
*   **Hallucination Prevention**: Consistency checks and citation verification.

### 🏛️ Ethics & Governance (86-95)
*   **Documentation**: Model Cards, Data Lineage.
*   **Compliance**: GDPR Checking, License Compliance.
*   **Forensics**: Audit Log Analysis, Impact Assessments.

### 🧑‍🤝‍🧑 HCI & Integration (96-100)
*   **Collaboration**: Human-in-the-Loop (HITL), Collaborative State.
*   **Orchestration**: Intent Routing, Notification Management.
*   **The Omnibus Agent**: A final system integrating all patterns.

---

## 🚀 How to Run

Each project is self-contained in its own directory with a `src/main.py` and `README.md`.

```bash
# Example: Running the Final Omnibus Agent
python Tier-3-Evaluation-and-Safety/100-Final-Omnibus-Agent/src/main.py
```

## 🛠️ Technologies Used
*   **Languages**: Python 3.10+
*   **Standard Lib**: `threading`, `queue`, `json`, `dataclasses`, `sqlite3`, `vcr`
*   **Simulation**: `mock`, `unittest`, Custom Event Loops
*   **Visualization**: `rich`, `matplotlib` (simulated), `mermaid`

---

> Built with ❤️ by Antigravity during the "100 Projects" Challenge.

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