₹ 500/ Hour
Estimated Hour - 4 hrs
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Project Details
We’re looking for an experienced AI/ML or backend developer to design and implement a Uniform Memory Retention System (UMRS) for our AI chatbot platform. The goal is to enable the chatbot to retain, manage, and retrieve user memory across sessions in a structured and consistent way.
Key Responsibilities:
- Design architecture for long-term and short-term memory management.
- Implement memory storage using databases (e.g., vector DBs like Pinecone, Redis, or alternatives).
- Build retrieval mechanisms (semantic search, tagging, relevance scoring).
- Ensure smooth integration with multiple AI models/agents.
- Develop APIs for controlled memory read/write access.
Requirements:
- Experience with AI chat systems or agentic frameworks.
- Knowledge of vector databases, embeddings, and semantic search.
- Familiarity with context management and memory architecture in LLM-based systems.
Attachments
1745568654-Uniform-Memory.pdf
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