Специалист по RAG, GraphRAG (LangChain, GPT-4, Vector DB, Graph DB)

Short description

We are looking for an experienced technician to lead the development of a web platform based on GPT-4, LangChain, GraphRAG and modern front/back technologies.

Responsibilities

Project architecture development (Frontend + backend + AI-integration)
GPT-4 (API assistants) and LangChain (including RAG and GraphRAG)integration
Creating and using vector bases (Qdrant/Weaviate)
Graph DB (Neo4j or NetworkX)integration and operation
Edit and analyze documents (PDF, DOCX, etc.)
Creating a responsive interface in Flutter Web
Setting up voice interaction (Whisper API / TTS )
Optimization of the cost of tokens and computing resources (caching, memory-middleware, context window control)
Development of a personal account, visualization of progress, interaction with ai, etc.
Implementation of the functionality of memorizing words and games

Requirements

Reliable knowledge of Python (FastAPI, LangChain, async)
Flutter web experience or willingness to learn quickly on a project
Understand the working principles of LLM, RAG, vector search, graph-based retrieval
Graphdb (Neo4j / NetworkX), Vector DB (Qdrant / Weaviate)experience
Knowledge Of Supabase / Firebase / PostgreSQL
Reliable API integration skills (OpenAI, Google Cloud, etc.)
Word processing, the practice of extracting structure from unstructured files (PDF, DOCX)
Experience in implementing authorization systems and personalized offices
LLM query optimization and caching skills

Terms and conditions

Contact information

ТОО "Almaz.Games School"

IT-company

Participant of Astana Hub