
Generative AI Developer
5 days ago
Responsibilities :
- AI Chat System Development : Enhance and optimize AI-driven chat infrastructure with a focus on high performance and relevance.
- Context Management : Design strategies for historical context selection and injection into prompts to improve the quality and relevance of AI responses.
- Core Component Implementation : Build chat history storage and retrieval systems using SQL and vector databases (e.g., FAISS, Pinecone, etc.).
- Session Management : Develop and manage robust chat session handling including session lifecycle, continuity, and scalability.
- Performance Optimization : Identify and implement improvements to reduce latency and increase overall system efficiency.
Skills and experience required :
- Expert in AI chat systems to help enhance and optimize our existing chat infrastructure
- Competent in implementing core components such as chat history storage and retrieval using SQL and vector databases
- Experience in improving session management, context injection, and system performance.
- Designing and managing robust chat session handling, including lifecycle management and session continuity.
- Enhancing strategies for selecting and injecting relevant historical context into AI model prompts to improve response quality.
- Optimizing system performance to reduce latency and improve the efficiency of chat interactions and related computations.
- Ability to coach others
- Expertise in Python & GenAI
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