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docs/notebooks
docs/notebooks
 
 
function_calling
function_calling
 
 
helpers
helpers
 
 
notebooks
notebooks
 
 
sample_data
sample_data
 
 
source_tuning
source_tuning
 
 
structured_unstructured_routing
structured_unstructured_routing
 
 
.env.example
.env.example
 
 
.gitignore
.gitignore
 
 
.python-version
.python-version
 
 
README.md
README.md
 
 
adaptive_rag.ipynb
adaptive_rag.ipynb
 
 
base_workflow.ipynb
base_workflow.ipynb
 
 
basic_retrieval_flow.ipynb
basic_retrieval_flow.ipynb
 
 
crag.ipynb
crag.ipynb
 
 
elastic_elser_model.ipynb
elastic_elser_model.ipynb
 
 
example.py
example.py
 
 
hybrid_search.ipynb
hybrid_search.ipynb
 
 
ingest_data.py
ingest_data.py
 
 
main.py
main.py
 
 
page1_rag.py
page1_rag.py
 
 
page2_custom_rag.py
page2_custom_rag.py
 
 
page3_sql_agent.py
page3_sql_agent.py
 
 
page4_pandas.py
page4_pandas.py
 
 
page4_rag_audio.py
page4_rag_audio.py
 
 
pyproject.toml
pyproject.toml
 
 
requirements.txt
requirements.txt
 
 
using_custom_reranker.ipynb
using_custom_reranker.ipynb
 
 
using_reranker.ipynb
using_reranker.ipynb
 
 

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Required Environment Variables

  • OPENAI_API_KEY (Mostly)
  • Add more as needed

Set Up

Create Virtual Environment

python -m venv venv

Activate Virtual Environment

vevn/Scripts/activate

Installation

pip install -r requirements.txt

Prepare .env

cp .env.example .env

Notebook docs

Per-notebook workflow documentation lives in docs/notebooks/README.md.

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