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My Agentic File Search Project
This is the open-source project I’m building in the series: an agentic file search system that does exploration, deep dives, and backtracking. In this video I extend it with a Dual-Path pipeline using smart chunking, embeddings, metadata extraction, and DuckDB to cut latency without sacrificing retrieval quality.
Pros
- +Agentic exploration with backtracking for cross-references
- +Dual-Path prefiltering (semantic + metadata) to reduce latency
- +Open source and actively evolving
Cons
- -Not production-ready yet
- -Best results currently depend on strong models (Gemini / ~32B local)
Featured in 4 videos
My Agentic File Search Project
Available on Github
External purchase
Highlights
- +Agentic exploration with backtracking for cross-references
- +Dual-Path prefiltering (semantic + metadata) to reduce latency
- +Open source and actively evolving
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Prompt Engineering