Implements a sophisticated state-based workflow using LangGraph to coordinate multiple AI agents through contract analysis stages. The system features Pydantic models for data validation, vector storage with Pinecone for clause comparison, and LLM-based analysis for generating comprehensive contract reports....
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McCartney [10,11] and Chapin [12] built upon Hutchinson concept and presented the idea of both absorption and regeneration process in two-stages. They discussed various arrangements to get higher efficiency and lower energy requirement. Later on, this process development discontinued due to lower ...
An intelligent customer support agent using LangGraph categorizes queries, analyzes sentiment, and provides appropriate responses or escalates issues, automating initial stages of customer interaction for improved efficiency and satisfaction. Implementation 🛠️ Utilizes LangGraph to create a workflow combi...
The stiffness of the crack formation and stabilization stages of the carbon g forced specimens ranged from 4 to 8% and 5 to 8% of the pre-cracking stiffness tively, indicating that the stiffness of the specimens was rapidly reduced by crack Appl. Sci. 2022, 12, 12491 10 of 20 Appl. ...
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Lipases have found applications during the stages of soaking, bating and degreasing in leather processing. In this case, expensive and hazardous solvents can be replaced by lipases, which have the ability to breakdown lipids. Degreasing suede clothing leathers obtained from wooled sheep skins using ...