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Temporal AI Agent Pipeline
Time-aware knowledge-graph ingestion pipeline using Nebius for embeddings and DeepSeek-V3
About this project
An agentic pipeline that turns raw documents (such as financial earnings calls) into structured, time-aware knowledge graphs with semantic chunking, atomic fact extraction, entity resolution, and temporal invalidation. It generates embeddings with Qwen3-Embedding-8B through Nebius (langchain-nebius) and runs DeepSeek-V3 via Nebius for the extraction steps.
Technologies
agents
rag