@pr4j3sh/oscar NPM

oscar

open source codebase augmented retrieval

oscar is a CLI tool that lets you semantically search and query any open source codebase. It uses embeddings and retrieval to help you understand large projects faster.

Installation

Install oscar using npm

npm i -g @pr4j3sh/oscar

Install chromadb

using pipx

pipx install chromadb

Or, using docker

docker run -v ./chroma-data:/data -p 8000:8000 chromadb/chroma

Install llama3.2
- on linux
```
curl -fsSL https://ollama.com/install.sh | sh
```
- for windows, macos, visit here.

Usage

run llama3.2

ollama run llama3.2

run chromadb

chroma run

create collection

oscar [init | i] -c <collection_name> <path_to_codebase>

this is a one-time process

query collection

oscar [query | q] -c <collection_name> "<query>"

list collections

oscar [list]

delete collection

oscar [rm] <collection_name>

Reference

rag codebase ai langchain llm npm javascript commonjs frames

@langchain/community @langchain/core @langchain/ollama @pr4j3sh/codemap @pr4j3sh/id chromadb commander langchain nanospinner

1.0.1

7 months ago

1.0.0

7 months ago