Embeddings

2 items

Ragchain — embeddings , indexing , machine-learning and +2 more
A comprehensive local RAG stack (ChromaDB + Ollama) designed for strictly private, reproducible retrieval and LLM inference; heavily focusing on hybrid retrieval strategies and index versioning.
Retrieval & RAG — data-pipelines , embeddings , indexing and +2 more
Operational principles for robust search retrieval and RAG pipelines; focusing on hybrid lexical-semantic retrieval techniques, long-term embedding model stability, automated ranking evaluation, and privacy-aware indexing.