8000 KazKozDev (Artem Kazakov Kozlov) · GitHub
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KazKozDev/README.md

Hi, I'm Artem KK

llm-engineering prompt-engineering fine-tuning multi-agents huggingface ai-automation chat-bots

✉️ KazKozDev@gmail.com
🌐 linkedin.com/in/kazkozdev

Specialization

  • Multi-agent systems for automating complex workflows
  • Fine-tuning LLMs for domain-specific tasks
  • Prompt engineering with evaluation & safety guardrails
  • Building intelligent AI applications
  • Models: Claude, GPT, Gemma, etc.

Tech Stack

  • Languages: Python
  • Frameworks: LangChain, FastAPI, Gradio
  • NLP Tools: Hugging Face, spaCy, Vector DBs
  • Infra: Docker, API design, LLM Ops

🔻 Projects

Category Description Features
VerbaBot
Chatbots
Private, local AI assistant integrating a RAG pipeline, memory, and real-time web search.
View
  • Local LLM deployment with complete data privacy
  • Advanced RAG pipeline (multi-format document retrieval)
  • Personal memory system across sessions
  • Calendar integration via natural language
  • Dynamic model switching (Ollama interface)
QuéAI On-premise product recommendation chatbot for e-commerce using hybrid retrieval techniques.
View
  • Hybrid search: vector similarity + BM25
  • Image and text-based product search
  • Adaptive user profiles via SQLite storage
  • Local inference using Gemma 3:12B
  • Intelligent caching for performance optimization
Researchify AI-powered research assistant for literature review, citation analysis, and trend exploration.
View
  • Natural language search over academic databases
  • Scientific paper summarization and key insights extraction
  • Citation network and impact analysis
  • Document parsing (PDF, DOCX, TXT, CSV)
  • Trend identification in research domains
LLMFlow
Agents
Production-ready agentic AI system integrating LLMs with real-time data tools and multi-step reasoning chains.
View
  • Chain orchestration for multi-tool task execution
  • Modular tool system (weather, news, web search, finance, astronomy, etc.)
  • Local deployment with Ollama and Gemma 3:12B model
  • Real-time data access via Open APIs
  • Extensible CLI interface
MELC Distributed multi-agent LLM system using critical analysis and confidence-weighted consensus for reliable decision-making.
View
  • Asynchronous expert processing (asyncio-based)
  • Critical cross-validation with critique agents
  • Consensus synthesis and iterative refinement
  • Scalable and fault-tolerant architecture
Prompt Studio
Tools
Platform for prompt engineering, testing, and analytics across text, image, and audio modalities.
View
  • Multimodal prompt editor (text, image, audio)
  • A/B testing and versioning with rollback
  • Token usage, latency, and output quality analytics
  • Microservices architecture: React + FastAPI + PostgreSQL
DeepChain Refinement Multi-stage LLM refinement tool applying progressive reasoning, hallucination reduction, and synthesis.
View
  • Three-stage pipeline: analysis → refinement → synthesis
  • Chain-of-thought and iterative reasoning
  • Hallucination detection and fact verification
  • Optimized for lightweight models (e.g., Gemma2:9B)
Net Reflective Reasoning Asynchronous reflective reasoning system combining real-time web search, critique, and structured analysis for explainable outputs.
View
  • Intent → search → critique → synthesis pipeline
  • Real-time web search with smart query reformulation
  • Confidence scoring and fallback strategies
  • Fully local execution with Ollama + Gemma2:9B
NovelGenerator
Apps
LLM-powered autonomous novel generation system that transforms brief ideas into full-length manuscripts.
View
  • Entity relationship modeling for character and worldbuilding
  • Scene-level structured content generation
  • Persistent state management for narrative consistency
  • Algorithmic tension control for pacing
  • Automated semantic validation and multi-pass QA
  • Supports both local LLMs and commercial APIs
Timecoder AI-based tool for segmenting YouTube transcripts by topic and generating timestamped summaries.
View
  • Transcript extraction via YouTubeTranscriptApi
  • Semantic segmentation using SentenceTransformer (all-MiniLM-L6-v2)
  • Topic annotation with KeyBERT or DistilBART summarization
  • Post-processing with local LLM (Gemma3:12B) for punctuation and titles
  • Interactive GUI built with Tkinter and ttkbootstrap
  • Markdown export with timestamps
  • Step-by-step logging of processes and errors
ConText Secure, fully local translation app powered by Ollama LLMs, with real-time translation, YouTube/Web parsing, and a modern UI.
View
  • Fully local translations via Ollama
  • Real-time translation with multi-language support
  • Direct parsing of YouTube videos and web pages into translation field
  • Modern interface with text-to-speech, language swap, and keyboard shortcuts
  • Python + Node.js architecture
  • Privacy-first design: data never leaves your machine

Pinned Loading

  1. prompt-studio prompt-studio Public

    Prompt engineering toolkit with version control and analytics for better LLM outputs.

    TypeScript 1

  2. deepchain-refinement deepchain-refinement Public

    Python-based system that automatically applies refinement techniques to LLM and reduces hallucination.

    Python 3 1

  3. NovelGenerator NovelGenerator Public

    Fiction generator using LLM to create complete novels with coherent plots, developed characters, and diverse writing styles.

    Python 23 7

  4. VerbaBot VerbaBot Public

    VerbaBot is a private, local AI assistant with a RAG pipeline for enhanced conversations, knowledge management, and web access.

    Python 1

  5. LLMFlow LLMFlow Public

    Conversational AI that understands natural language, connects to real-world data sources, and autonomously selects tools to complete tasks.

    Python

  6. LLMFlow-Search LLMFlow-Search Public

    LLMFlow Search agent processes complex queries, deep searches, and synthesizes information from the web.

    Python

0