name: codebase-rag-full
image: royisme/codebase-rag:full
type: server
meta:
category: development
tags:
- code-analysis
- knowledge-management
- rag
- ai-assistant
- developer-tools
- llm
about:
title: Code Graph Knowledge System (Full)
description: |
Complete AI-powered code intelligence and knowledge management system.
Combines code graph analysis, memory management, and RAG capabilities.
Features:
- All Code Graph features (repository analysis, impact analysis)
- All Memory Store features (manual + vector search)
- Automatic memory extraction from:
• Git commits and history
• AI conversations
• Code comments (TODO/FIXME/NOTE)
- Knowledge Base RAG:
• Document ingestion and indexing
• Intelligent Q&A over codebase
• Multi-format support (Markdown, PDF, code)
- Batch repository analysis
Requires: LLM + Embedding model (Ollama/OpenAI/Gemini/OpenRouter)
Perfect for AI-assisted development workflows.
icon: https://avatars.githubusercontent.com/u/182288589?s=200&v=4
source:
project: https://github.com/royisme/codebase-rag
commit: main
config:
description: Configure Neo4j connection, LLM provider, and embedding model
env:
- name: NEO4J_URI
example: bolt://neo4j:7687
value: '{{codebase-rag-full.neo4j_uri}}'
- name: NEO4J_USER
example: neo4j
value: '{{codebase-rag-full.neo4j_user}}'
- name: NEO4J_DATABASE
example: neo4j
value: '{{codebase-rag-full.neo4j_database}}'
- name: LLM_PROVIDER
example: ollama
value: '{{codebase-rag-full.llm_provider}}'
- name: EMBEDDING_PROVIDER
example: ollama
value: '{{codebase-rag-full.embedding_provider}}'
- name: OLLAMA_BASE_URL
example: http://host.docker.internal:11434
value: '{{codebase-rag-full.ollama_base_url}}'
- name: OLLAMA_MODEL
example: llama3.2
value: '{{codebase-rag-full.ollama_model}}'
- name: OLLAMA_EMBEDDING_MODEL
example: nomic-embed-text
value: '{{codebase-rag-full.ollama_embedding_model}}'
secrets:
- name: codebase-rag-full.neo4j_password
env: NEO4J_PASSWORD
example: your_neo4j_password
- name: codebase-rag-full.openai_api_key
env: OPENAI_API_KEY
example: sk-...
- name: codebase-rag-full.google_api_key
env: GOOGLE_API_KEY
example: your_gemini_api_key
- name: codebase-rag-full.openrouter_api_key
env: OPENROUTER_API_KEY
example: your_openrouter_api_key
parameters:
type: object
properties:
neo4j_uri:
type: string
default: bolt://neo4j:7687
neo4j_user:
type: string
default: neo4j
neo4j_database:
type: string
default: neo4j
llm_provider:
type: string
enum: [ollama, openai, gemini, openrouter]
default: ollama
embedding_provider:
type: string
enum: [ollama, openai, gemini]
default: ollama
ollama_base_url:
type: string
default: http://host.docker.internal:11434
ollama_model:
type: string
default: llama3.2
ollama_embedding_model:
type: string
default: nomic-embed-text
required:
- neo4j_uri
- neo4j_user
- llm_provider
- embedding_provider
