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1. job-title-embedding-failures job-title-embedding-failures 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. llm-candidate-search llm-candidate-search Public

   Four-stage semantic candidate search pipeline: query understanding → HyDE retrieval → cross-encoder reranking → LLM fit assessment and filtering, with a quantitative eval harness. Using FAISS and m…

   TypeScript

3. rag-projects rag-projects Public

   RAG projects using Weaviate with Ollama or Gemini, including a hybrid PDF Q&A system (BM25 + semantic, MMR, HyDE) and a semantic/generative search tutorial.

   TypeScript 1

4. 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

5. homomorphic-encryption homomorphic-encryption Public

   Homomorphic encryption is a new type of encryption that allows computations to be performed on encrypted data without being decrypted - ideal for private analytics in voting, healthcare, biometric …

   Python

6. Agent-Patterns Agent-Patterns Public

   Seven composable LLM patterns in TypeScript - from single call to adaptive orchestrator-workers, based on Anthropic's Building Effective Agents.

   TypeScript