emgena/omnimcp_sql_postgres_pro_teaser

1---2language:3- en4license: apache-2.05tags:6- agent7- agentic-ai8- axolotl9- benchmark10- deepseek11- evaluation12- fine-tuning13- function-calling14- llama-3.115- mistral16- multi-turn17- ollama18- qwen-2.519- sql_postgres_pro20- synthetic-data21- tool-calling22- tool-use23- unsloth24pretty_name: Emgena - Sql Postgres Pro (Free Teaser Edition)25size_categories:26- n<1K27task_categories:28- text-generation29- question-answering30---31 32> ### 🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:33> **Zero hallucinations. Null syntax errors. 100% AST compiler validated.**  34> 🌐 **Live Interactive Reasoning & Code Inspector:** [https://emgena.com/trainingslager](https://emgena.com/trainingslager)  35> 🎁 **Claim your Free Starter Kit (Code: `STARTER100`):** [https://emgena.com/trainingslager](https://emgena.com/trainingslager)  36> 🏷️ **Launch Discount:** Get **20 € OFF** any 500-incident production suite with code **`LAUNCH20`**!37>38> 📜 **Enterprise Compliance:** EU AI Act Articles 50 & 53 certified &bull; 100% DSGVO / GDPR clean &bull; Commercial EULA39 40 41 42# 🚀 Emgena AI Labs: PostgreSQL Performance, EXPLAIN & Deadlock Defense (Evaluation Teaser Edition)43 44> ### 🔥 READY FOR PRODUCTION MULTI-TURN AGENT FINE-TUNING?45> You are currently inspecting the **Free Evaluation Teaser** (10 multi-turn samples).46>47> 🏆 **Get the Complete Production Suite on Gumroad:**  48> 👉 **[Unlock the Full SQLAuditor PostgreSQL Pro - Query Tuning & Deadlock Elimination (30+ Multi-Turn Scenarios)](https://bacardy.gumroad.com/l/bbxjd/LAUNCH20)**49>50> 🎟️ **Limited Community Launch Coupon:** Use code **`LAUNCH20`** at checkout for **20 € OFF** *(Get it for only **29 €** instead of ~~49 €~~!)*  51> 🎁 **Want a 100% Free Full Package?** 👉 **[Claim the Free FastAPI Async Starter Pack (0 € with code STARTER100)](https://bacardy.gumroad.com/l/pmctz/STARTER100)**52>53> | Feature | 🆓 Free Evaluation Teaser | 🚀 Full Production Master Package |54> | :--- | :---: | :---: |55> | **Dataset Size** | 10 Samples (Preview) | **30+ Multi-Turn Scenarios** |56> | **Self-Healing & Retries** | Basic (<20%) | **>60% Real Error Injections & AST Repairs** |57> | **Turnkey Fine-Tuning** | Raw Parquet / JSON | **1-Click Unsloth Google Colab Notebook & PyTorch Code** |58> | **Commercial Rights** | Non-commercial Eval | **100% Commercial EULA & EU AI Act Article 50/53 Audit** |59> | **Format Compatibility** | Parquet only | **Parquet + ShareGPT + Alpaca JSON + AST Schemas** |60>61> ⚡ *Instant Download after checkout. 0.0% Syntax Error Guarantee (Pydantic AST Verified).*62 63---64 65## 🏛️ The Modular Emgena Architecture: How Bricks, Houses & Villages Connect66 67Every Emgena dataset is engineered as a precision-fit building block within a comprehensive enterprise AI hierarchy:68 69```text70🏛️ THE 4-TIER OMNIMCP AI CIVILIZATION HIERARCHY:71├── 🧱 LEVEL 1: THE BRICK (29 € - 99 €)72│   • Highly targeted single-problem solvers (e.g. FastAPI Async, Postgres Deadlocks, DDoS Defense).73│   • Target: Solo developers & rapid fine-tuning on specific edge cases.74│75├── 🏢 LEVEL 2: THE HOUSE (79 € - 149 €)76│   • Complete departmental engineering suites (e.g. Full Python Backend House, Modern Data Platform).77│   • Target: Tech leads and specialized agile squads.78│79├── 🏘️ LEVEL 3: THE VILLAGE (99 € - 249 € Standard | 249 € - 599 € Corporate Multi-Seat)80│   • Turnkey industry solutions combining 3-4 specialized Houses (e.g. FinTech Trading, Cloud SecOps).81│   • Standard: 100% 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load_dataset124 125# Load the free evaluation teaser directly into Hugging Face Datasets126dataset = load_dataset("bacard/omnimcp_sql_postgres_pro_teaser")127 128print(f"Total Teaser Rows: {len(dataset['train'])}")129print("First conversation turn:")130print(dataset["train"][0]["conversations"][:2])131```132