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Project Deep Dive
Legit Insights
Architecting Legal Intelligence
Role
Team Lead | AI Developer
Timeline
Jan 2024 - Apr 2024
Location
location_on
Chennai, TN, India
Source
code
GitHub Repository
Architecting Legal Intelligence
Legit Insights is a sophisticated Legal Tech solution sitting at the pivotal intersection of jurisprudence and generative artificial intelligence. It transforms how legal professionals interact with massive case volumes.
The platform addresses the critical bottleneck of legal document review, providing instant semantic insights that go beyond simple keyword matching, ensuring that lawyers find exactly what they need in record time.
Architected the AstraPrime Bot using cutting-edge models like BART and Vennify. This core component handles complex legal Q&A by synthesizing long-form documents into actionable summaries.
Integrated Pinecone Vector Database to enable lightning-fast semantic search. This allowed the bot to retrieve legally relevant documents based on intent rather than just text overlap.
Raw legal data is processed through our NLP pipeline, identifying entities, clauses, and precedents with 92% accuracy.
The BART-driven engine handles the 'reasoning' phase, connecting identified legal facts into a coherent summary.
Pinecone serves as our long-term memory, enabling Retrieval-Augmented Generation (RAG) for factual precision.
Our NLP engine uses a sophisticated neural network to map legal relationships. By visualizing the "hidden" layers of decision making, we ensure transparency in how AI interprets case law.
We transform static PDF documents into a dynamic Knowledge Graph. This allows for predictive modeling where the system can suggest potential legal outcomes based on historic precedents.
