Local

2 articles

chroma6 min read

Chroma DB Guide — Open Source Vector Database for Local LLM Development

Complete guide to Chroma DB for local vector embeddings and semantic search — installation, collections, filtering, and LangChain integration. The fastest way to add vector search to your LLM project without an API key.

March 19, 2026Read →

sentence-transformers6 min read

Sentence Transformers — Generate Text Embeddings Locally Without API Calls

Generate high-quality text embeddings locally using Sentence Transformers — no API keys, no cost per call. Covers model selection, batch encoding, fine-tuning, and integration with vector databases for production RAG.

March 19, 2026Read →