RAG Pipelines

Advanced RAG Pipelines and Evaluation: Self-Reflective RAG, Corrective RAG, Adaptive RAG, Sub-Query Generation and Routing, DeepEval.

Developing

Installing dependencies

The development environment can be set up using uv. Hence, make sure it is installed and then run:

uv sync
source .venv/bin/activate

In order to install dependencies for testing (codestyle, unit tests, integration tests), run:

uv sync --dev
source .venv/bin/activate

In order to exclude installation of packages from a specific group (e.g. docs), run:

uv sync --no-group docs