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Contracts · TF-IDF retrieval / rule-based NLP

Contract Clause Intelligence

Search a contract-clause library, retrieve relevant clauses and highlight risk topics such as payment, LD, termination and indemnity.

What is it trying to do?

Search a contract-clause library, retrieve relevant clauses and highlight risk topics such as payment, LD, termination and indemnity.

How?

The project loads the bundled synthetic CSV, applies a transparent baseline analytical method, and presents outputs in a Streamlit interface. The purpose is to teach the workflow before a user substitutes authorized real data.

Contract note: Outputs are research/triage aids, not legal conclusions. Verify the executed contract, records, schedule causation and applicable law.

How to run it

  1. Download the project ZIP.
  2. Extract it.
  3. Install Python 3.
  4. Open Command Prompt/Terminal in the extracted folder.
  5. Run pip install -r requirements.txt.
  6. Run streamlit run app.py.
  7. Open the local URL displayed by Streamlit.
Download project ZIP ↓ Download synthetic dataset ↓ Read tutorial ↗