Inspiration
Reading through example of PPA and recognizing the vague terms and technical jargon. Would be challenging when onboarding new people to go through risks.
What it does
Has the ability to search for a company’s financial data and parse contract for risks identified. If looking at a specific contract, it will assess identified risks and list for the user and add context based on relevant news articles and financial data that id searched for a company.
How we built it
We leveraged Gemini as our main model and divided our efforts into 1) parsing pdf and 2) grabbing financial and news context. For parsing pdfs, we embedded the contents into a vector database and use that to query the document with the Gemini model.
Challenges we ran into
- Deciding on a user workflow
- Integrating 2 features together to bring context to risks identified in pdf ## Accomplishments that we're proud of
- Leveraging vector database and gemini tools
- Getting functional outpu ## What we learned
- Leveraging vector database and gemini tools
- Creating generative ai pipelines where models can feed other models prompts ## What's next for Contract Context
- Further expanding set of apis to add context to documents
- Expanding workflow for user to provide feedback to models
- Creating scenarios for users to assess for their particular decisions
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