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The client specializes in legal technology solutions, focusing on streamlining the retrieval and analysis of Turkish legal documents. They approached Oodles to develop a system that leverages advanced NLP techniques and a fine-tuned large language model (LLM) for Turkish law. Oodles implemented a scalable solution, incorporating Elasticsearch for enhanced search functionality and fine-tuned the LLM for domain-specific queries.
The client sought a system to streamline the retrieval and analysis of Turkish legal documents. Facing challenges with accuracy and efficiency in handling vast amounts of legal texts, they approached Oodles for a tailored solution. Oodles developed a scalable infrastructure using advanced NLP techniques and a fine-tuned large language model (LLM) optimized for Turkish law. The project covered areas such as implementing Elasticsearch for enhanced search capabilities and fine-tuning the LLM to handle domain-specific queries, ultimately improving document retrieval accuracy and speeding up legal research.
Our solution to address the challenges of processing Turkish legal documents with improved accuracy and efficiency involved the following key steps:
Tech Stack: LLM, Elasticsearch, VectorDB, and custom embeddings were selected for their ability to handle domain-specific queries and scale efficiently.

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