Home Loan Query Assistant
2024
Developed an AI solution using the open-source LLaMA3(LLM) for home loan queries, ensuring data privacy by running on a local server. It uses a RAG (Retrieval Augmented Generation) method. Future improvements include fine-tuning for financial terms and local language support.
Home Loan Query Assistant
2024
Developed an AI solution using the open-source LLaMA3(LLM) for home loan queries, ensuring data privacy by running on a local server. It uses a RAG (Retrieval Augmented Generation) method. Future improvements include fine-tuning for financial terms and local language support.
Home Loan Query Assistant
2024
Developed an AI solution using the open-source LLaMA3(LLM) for home loan queries, ensuring data privacy by running on a local server. It uses a RAG (Retrieval Augmented Generation) method. Future improvements include fine-tuning for financial terms and local language support.
Tech Stack
Python
Python(Version 3.10.4) is a high-level, general-purpose programming language.
LLaMA3
Experience the state-of-the-art performance of Llama 3, an openly accessible model that excels at language nuances, contextual understanding, and complex tasks like translation and dialogue generation.
LangChain
LangChain is a framework designed to simplify the creation of applications using large language models.
Ollama
Ollama is an open-source project that serves as a powerful and user-friendly platform for running LLMs on your local machine
ChromaDB
Chroma is an AI-native open-source vector database.
RAG Method
Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before generating a response.
Tech Stack
Python
Python(Version 3.10.4) is a high-level, general-purpose programming language.
LLaMA3
Experience the state-of-the-art performance of Llama 3, an openly accessible model that excels at language nuances, contextual understanding, and complex tasks like translation and dialogue generation.
LangChain
LangChain is a framework designed to simplify the creation of applications using large language models.
Ollama
Ollama is an open-source project that serves as a powerful and user-friendly platform for running LLMs on your local machine
ChromaDB
Chroma is an AI-native open-source vector database.
RAG Method
Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before generating a response.
Tech Stack
Python
Python(Version 3.10.4) is a high-level, general-purpose programming language.
LLaMA3
Experience the state-of-the-art performance of Llama 3, an openly accessible model that excels at language nuances, contextual understanding, and complex tasks like translation and dialogue generation.
LangChain
LangChain is a framework designed to simplify the creation of applications using large language models.
Ollama
Ollama is an open-source project that serves as a powerful and user-friendly platform for running LLMs on your local machine
ChromaDB
Chroma is an AI-native open-source vector database.
RAG Method
Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before generating a response.
