tagged with embeddings
Displaying 1-3 of 3 total results

mnemodoc

mnemodoc/mcp-server

A Crystal MCP server that indexes project documentation via Ollama embeddings and exposes hybrid search (semantic + keyword) to MCP clients.

crystal crystal-lang documentation sqlite claude model-context-protocol mcp rag claude-code embeddings ollama semantic-search vector-search hybrid-search
  • 1
  • 0
  • 0
  • 0
  • 10
  • about 1 month ago
jbox-web

jbox-web/qdrant-client.cr

Thin, stable Qdrant client for Crystal — a RAG-focused facade (ensure, upsert, search, count, delete) over qdrant-api.

crystal crystal-lang rag embeddings vector-search knn qdrant similarity-search vector-database
  • 0
  • 0
  • 0
  • 1
  • 2
  • 3 months ago
sethuiyer

sethuiyer/semrember

A lightweight, local semantic decision cache and escalation gate for LLM-powered applications. Cache familiar decisions. Recognize similar requests. Escalate the unknowns.

crystal machine-learning nlp tf-idf key-value-store embeddings semantic-search associative-memory information-retrieval static-embeddings
  • 0
  • 0
  • 0
  • 0
  • 1
  • about 9 hours ago