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1. 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

2. job-title-embedding-stress-test job-title-embedding-stress-test Public

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

   TypeScript

3. ai-stacktrace-inspector ai-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

4. smart-contract-merkle smart-contract-merkle Public

   Proof-of-concept implementation for contract integrity verification using Merkle Trees.

   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. ai-financial-market-caller ai-financial-market-caller Public

   AI function-calling demo with Google Gemini for real-time finance data, sentiment analysis, and custom API integrations.

   JavaScript