ajac-zero/example-rag-app
Open-Source RAG app with LLM Observability (Langfuse), support for 100+ providers (LiteLLM), Dockerized, Full Type-checking, 100% Test coverage, and more...
Deliberately avoids LLM frameworks to work directly with the OpenAI API, providing lower-level control and learning value for building production AI applications. Combines FastAPI for REST endpoints with Typer CLI, Qdrant vector database for semantic search, and Redis for semantic caching—all orchestrated via Docker Compose. Includes a complete ingestion pipeline using Marimo notebooks for indexing external data sources like HuggingFace datasets.
158 stars.
Stars
158
Forks
24
Language
TypeScript
License
MIT
Category
Last pushed
Jan 15, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/ajac-zero/example-rag-app"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
upstash/rag-chat
Prototype SDK for RAG development.
merefield/discourse-chatbot
An AI bot with RAG capability for Topics and Chat in Discourse, currently powered by OpenAI
vercel-labs/ai-sdk-preview-rag
Retrieval-augmented generation (RAG) template powered by the AI SDK.
rag-web-ui/rag-web-ui
RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
skaldlabs/skald
Context layer platform in your infrastructure