| Welcome to our pilot program that aims to test and evaluate the capabilities of the Mistral 7B model in understanding and providing information about the Wandsworth Council. This application leverages the **Ollama** framework, specifically utilizing the advanced 'mistral' architecture to handle question and answer tasks. | |
| ### What is the Mistral 7B Model? | |
| The Mistral 7B model is a sophisticated language model designed to understand and generate human-like text. It is part of a new generation of models developed to handle complex queries with a high degree of accuracy. This model is trained on a diverse dataset, enabling it to provide insightful and accurate answers to a wide range of questions. | |
| ### About Ollama | |
| **Ollama** is a cutting-edge framework that facilitates the deployment and use of large language models (LLMs). By integrating the Mistral 7B model within the Ollama framework, this application can efficiently process and respond to user queries. | |
| ### How Does It Work? | |
| - **Ask a Question**: Users can input their questions regarding the Wandsworth Council in the "Ask a Question" tab. The Mistral 7B model will process the query and generate a relevant response based on its extensive training data. | |
| - **View Q&A History**: All user queries and the corresponding answers are stored in a database, allowing us to analyze the performance of the model over time. Users can view the history of questions and answers in the "View Q&A History" tab. | |
| ### Objectives | |
| The primary goal of this pilot program is to assess how well the Mistral 7B model can handle queries related to local government information, specifically focusing on the Wandsworth Council. By collecting and analyzing user queries, we aim to: | |
| - Identify strengths and weaknesses in the model’s responses. | |
| - Improve the model’s accuracy and reliability in providing information about local council services. | |
| - Explore the potential of LLMs in supporting local government communications and citizen engagement. | |
| We encourage users to ask diverse and challenging questions to help us test the limits of the Mistral 7B model’s knowledge and understanding. Your participation and feedback are invaluable to the success of this program. | |
| Thank you for being part of this exciting journey to explore the capabilities of advanced language models in serving local communities! | |
| Last Update: 23rd June 2024 | |