# OpenRAG

## Docs

- [API Introduction](https://docs.3ntrop1a.com/openrag/api-reference/introduction.md): Introduction to the OpenRAG REST API
- [Process Query](https://docs.3ntrop1a.com/openrag/api-reference/query/process-query.md): Process a user query and return an LLM-generated response
- [Architecture](https://docs.3ntrop1a.com/openrag/architecture.md): Detailed architecture of the OpenRAG system
- [Embedding & Chunking](https://docs.3ntrop1a.com/openrag/components/embedding-chunking.md): Document processing, text chunking, and vector embeddings generation
- [Ollama](https://docs.3ntrop1a.com/openrag/components/ollama.md): Ollama LLM server configuration and usage in OpenRAG
- [PostgreSQL](https://docs.3ntrop1a.com/openrag/components/postgresql.md): PostgreSQL configuration and role in OpenRAG
- [Qdrant](https://docs.3ntrop1a.com/openrag/components/qdrant.md): Qdrant vector database configuration and usage in OpenRAG
- [User Interface](https://docs.3ntrop1a.com/openrag/components/streamlit.md): Next.js + ShadcnUI authenticated chat interface for querying the RAG system
- [Astrophysics Dataset Validation (500 papers)](https://docs.3ntrop1a.com/openrag/experiments/astrophysics-success.md): Performance analysis of RAG system with substantial corpus - arXiv astrophysics collection
- [WTE Corpus Experiment (33 docs)](https://docs.3ntrop1a.com/openrag/experiments/wte-corpus-analysis.md): Analysis of RAG performance with limited document corpus - Validation for thesis defense
- [System Requirements](https://docs.3ntrop1a.com/openrag/installation/requirements.md): Hardware and software configuration required for OpenRAG
- [Introduction to OpenRAG](https://docs.3ntrop1a.com/openrag/introduction.md): Complete production-ready RAG (Retrieval-Augmented Generation) system
- [Quick Start](https://docs.3ntrop1a.com/openrag/quickstart.md): Launch OpenRAG in 5 minutes
- [Installation Tests](https://docs.3ntrop1a.com/openrag/tests/installation-tests.md): Detailed installation test results and issue resolution
- [Test Overview](https://docs.3ntrop1a.com/openrag/tests/overview.md): Complete test results and validation of OpenRAG system
- [Query Tests](https://docs.3ntrop1a.com/openrag/tests/query-tests.md): Search and LLM response generation validation
- [Upload Tests](https://docs.3ntrop1a.com/openrag/tests/upload-tests.md): Document upload and processing validation

## OpenAPI Specs

- [openapi](https://docs.3ntrop1a.com/api-reference/openapi.json)