tagged with rag
Displaying 1-7 of 7 total results

wevote-project

wevote-project/crystal-text-splitter

Intelligent text chunking for RAG (Retrieval-Augmented Generation) and LLM applications in Crystal.

crystal-lang llm rag
  • 7
  • 0
  • 0
  • 0
  • 1
  • 6 months ago
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
  • 3 days ago
mnemodoc

mnemodoc/mcp-server

Local, private MCP server: indexes your project docs with Ollama embeddings and serves hybrid (semantic + keyword) search to Claude Code, Cursor & other MCP clients. Single static binary, no runtime deps.

crystal privacy model-context-protocol mcp rag local-ai claude-code embeddings ollama semantic-search
  • 0
  • 0
  • 0
  • 0
  • 11
  • 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
  • 0
  • 3
  • 16 days 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
  • 0
  • 3
  • 16 days 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
  • 0
  • 3
  • 15 days ago
mnemodoc

mnemodoc/mcp-server

Local, private MCP server: indexes your project docs with Ollama embeddings and serves hybrid (semantic + keyword) search to Claude Code, Cursor & other MCP clients. Single static binary, no runtime deps.

crystal documentation claude model-context-protocol mcp rag claude-code embeddings ollama semantic-search hybrid-search mcp-server
  • 0
  • 0
  • 0
  • 0
  • 11
  • 15 days ago