Ragger

Standalone LLM RAG CLI application

API Providers

• OpenAI
• Mistral
• Together

Usage Instructions

Ingest a Git Repo

• Command: ingest <indexName> <gitPath>
• Description: Ingest a git repo and create a new index.
• Options:
  • --provider <provider>: The provider to use for response synthesis (Default: OpenAI).
  • --model <model>: The chat model to use for response synthesis.

List All Indices

• Command: list
• Description: List all indices.

Remove an Index

• Command: remove <indexName>
• Description: Remove an index.

Query an Index

• Command: query <indexName>
• Description: Query an index.
• Options:
  • --count <count>: Maximum number of results to return (Default: 5).

Synthesize a Response

• Command: synthesize <indexName>
• Description: Synthesize a response from an index.
• Options:
  • --provider <provider>: The provider to use for response synthesis (Default: OpenAI).
  • --model <model>: The chat model to use for response synthesis.
  • --count <count>: Maximum number of results to return (Default: 5).