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1. job-title-vector-drift job-title-vector-drift Public

   A live diagnostic tool exposing how OpenAI embeddings distort job title relationships — acronym blindspots, seniority conflation, format sensitivity, and functional title drift.

   TypeScript

2. wormhole-vectors wormhole-vectors Public

   PoC that disambiguates search queries (Java the language vs. the coffee) by bridging dense vector search and sparse BM25 through Solr's Semantic Knowledge Graph — no synonym lists required.

   TypeScript

3. agent-patterns agent-patterns Public

   TS implementations of the 7 core LLM agent and workflow patterns based on Anthropic's "Building Effective Agents"

   TypeScript

4. rag-systems rag-systems Public

   RAG systems with hybrid search (BM25 + semantic), HyDE, MMR, and Redis semantic caching. Built with Weaviate, Gemini & Ollama.

   TypeScript 1

5. llm-candidate-search llm-candidate-search Public

   AI-powered 4-stage candidate search pipeline: Query parsing → HyDE retrieval → Cross-encoder reranking → LLM fit filtering. Features a quantitative eval harness testing Matryoshka embeddings.

   TypeScript

6. ast-embedding-stacktrace-inspector ast-embedding-stacktrace-inspector Public

   Proof-of-concept exploring how semantic search and code structure analysis via Abstract Syntax Trees (ASTs) can be used to find relevant code and execution context for debugging errors.

   Python