ragpipe/release_notes.md at main · avasis-ai/ragpipe

3-function API: ragpipe.ingest() , ragpipe.query() , ragpipe.Pipeline()
AutoEmbed: Zero-config embeddings (Ollama → OpenAI → sentence-transformers)
YAML pipelines: Config-driven RAG with ragpipe run pipeline.yaml
Typer + Rich CLI: 12 commands with beautiful terminal output
Smart indexer: Auto-detects project type, language-aware ignore patterns
REST API: Built-in search server on port 7642
Git hooks: Post-commit auto-indexing
fzf integration: Fuzzy search through indexed code

RAG in 3 functions. Ingest any data source into vector databases.

Install

pip install ragpipe-ai

import ragpipe

ragpipe.ingest("./docs")
results = ragpipe.query("How does auth work?")