Subject
5 entries
Semantic Search
Bookmarks
Episodic Memory: semantic search for Claude Code conversation history
Semantic search over past Claude Code conversations via local embeddings and MCP. Preserves the trade-offs, alternatives, and preferences that live nowhere else.
txtai: All-in-One Embeddings Database
txtai is an all-in-one open-source embeddings database combining semantic search, LLM orchestration, and language model workflows. Positions itself as the engine underneath an AI application rather than a standalone vector database.
Semantic Search and Q&A with GPT-3 and Datasette
Simon Willison's tutorial on building Q&A over documentation using GPT-3, embeddings, and Datasette — an early practical guide to semantic search that Willison built for his own blog. One of the first clearly explained end-to-end RAG implementations from a respected practitioner.
Google Talk to Books
Google's Talk to Books lets you search a large corpus of books using natural language statements, returning passages that respond semantically to your query. An early public demonstration of semantic search over a curated corpus, predating the vector database era.
Sentence Transformers: Pretrained Models
The Sentence-BERT pretrained models documentation — a reference for choosing the right sentence embedding model for semantic similarity, semantic search, or paraphrase detection tasks. The go-to resource when you need to pick a model before training your own.