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Jacopo Chevallard ef90e8e672
feat: introducing configurable retrieval workflows (#3227) 
# Description

Major PR which, among other things, introduces the possibility of easily
customizing the retrieval workflows. Workflows are based on LangGraph,
and can be customized using a [yaml configuration
file](core/tests/test_llm_endpoint.py), and adding the implementation of
the nodes logic into
[quivr_rag_langgraph.py](1a0c98437a/backend/core/quivr_core/quivr_rag_langgraph.py)

This is a first, simple implementation that will significantly evolve in
the coming weeks to enable more complex workflows (for instance, with
conditional nodes). We also plan to adopt a similar approach for the
ingestion part, i.e. to enable user to easily customize the ingestion
pipeline.

Closes CORE-195, CORE-203, CORE-204

## Checklist before requesting a review

Please delete options that are not relevant.

- [X] My code follows the style guidelines of this project
- [X] I have performed a self-review of my code
- [X] I have commented hard-to-understand areas
- [X] I have ideally added tests that prove my fix is effective or that
my feature works
- [X] New and existing unit tests pass locally with my changes
- [X] Any dependent changes have been merged

## Screenshots (if appropriate):
2024-09-23 09:11:06 -07:00
..
processor feat(assistants): mock api (#3195) 2024-09-18 03:30:48 -07:00
__init__.py feat: quivr core minimal chat (#2803) 2024-07-09 06:22:16 -07:00
chunk_stream_fixture.jsonl fix: quiv core stream duplicate and quivr-core rag tests (#2852) 2024-07-12 06:07:39 -07:00
conftest.py feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
fixture_chunks.py feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
rag_config_workflow.yaml feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
rag_config.yaml feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
test_brain.py feat: save and load brain (#3202) 2024-09-13 06:35:28 -07:00
test_chat_history.py feat(assistants): mock api (#3195) 2024-09-18 03:30:48 -07:00
test_config.py feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
test_llm_endpoint.py feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
test_quivr_file.py feat: quivr core 0.1 (#2970) 2024-09-02 10:20:53 +02:00
test_quivr_rag.py feat: introducing configurable retrieval workflows (#3227) 2024-09-23 09:11:06 -07:00
test_utils.py feat(assistants): mock api (#3195) 2024-09-18 03:30:48 -07:00