Synthetic Memory
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2023

Synthetic Memory

TypeScriptLangChainVector DB

Synthetic Memory is an intelligent memory management system built with TypeScript and LangChain. It implements vector database storage for semantic search and retrieval of conversation memories.

CHALLENGE

Creating persistent, searchable memory storage that understands context and semantic relationships

SOLUTION

Developed a LangChain-powered system with vector embeddings for semantic similarity, TypeScript for type safety, and PostgreSQL+Vector for storage

TECHNOLOGIES

TypeScriptLangChainPostgreSQLVector DBOpenAI EmbeddingsPrisma

ACCURACY

95%

STORAGE

1M+ entries

RETRIEVALTIME

< 50ms