LICENSE
PYPI.md
README.md
pyproject.toml
src/ultimaterag/__init__.py
src/ultimaterag/cli.py
src/ultimaterag/server.py
src/ultimaterag.egg-info/PKG-INFO
src/ultimaterag.egg-info/SOURCES.txt
src/ultimaterag.egg-info/dependency_links.txt
src/ultimaterag.egg-info/entry_points.txt
src/ultimaterag.egg-info/requires.txt
src/ultimaterag.egg-info/top_level.txt
src/ultimaterag/API/v1/router.py
src/ultimaterag/API/v1/endpoints/agent.py
src/ultimaterag/API/v1/endpoints/chat.py
src/ultimaterag/API/v1/endpoints/ingest.py
src/ultimaterag/API/v1/endpoints/memory.py
src/ultimaterag/Database/Connection.py
src/ultimaterag/Database/DataAdding.py
src/ultimaterag/Database/vectorSearch.py
src/ultimaterag/LLM/connection.py
src/ultimaterag/LLM/embeddings.py
src/ultimaterag/Prompts/SystemPrompt.py
src/ultimaterag/Prompts/manager.py
src/ultimaterag/config/settings.py
src/ultimaterag/core/container.py
src/ultimaterag/core/memory.py
src/ultimaterag/core/rag_engine.py
src/ultimaterag/core/vector_store.py
src/ultimaterag/core/vector_db/base.py
src/ultimaterag/core/vector_db/chroma.py
src/ultimaterag/core/vector_db/postgres.py
src/ultimaterag/core/workflows/chains.py
src/ultimaterag/core/workflows/engine.py
src/ultimaterag/utils/Response_Helper.py
src/ultimaterag/utils/Response_Helper_Model.py
tests/test_advanced.py
tests/test_flow.py
tests/test_org_data.py
tests/test_security.py
tests/test_suite.py
tests/test_time_only.py