Expert Chatbot & Project specific data analysis
Budget: €750 – €1,500 EUR
### **Comprehensive Resources and Requirements**
---
#### **Available Resources**
##### **1. Knowledge Base**
- **Size**: 10 GB (~300 PDF books, ~40 million words, with plans for further growth).
- **Contents**:
- Geotechnical literature, standards, guidelines, and practical references.
- **Report Templates**: Standardized templates for generating professional geotechnical reports.
- **Example Calculations**: Sample geotechnical engineering calculations following industry standards.
- **Analytical Formulas**: Comprehensive repository of geotechnical formulas for tasks such as settlements, bearing capacity, and sliding checks.
- **Email Integration**:
- Automated addition of incoming and outgoing **Outlook emails** to the knowledge base.
- **Sorting**: Emails are categorized by project and integrated into the relevant knowledge base.
##### **2. Technical Infrastructure**
- **QNAP NAS**:
- Available 24/7 for data storage, embedding, and API access.
- Supports SQL database integration and Docker-based deployments (limited computational power).
- **Remote Desktop (Windows)**:
- Capable of hosting models like GPT4All for API/SDK customization.
- Manages the knowledge base and processes additional data uploads.
- **Limitation**: Limited computational power for heavy processing.
- **AIpdf Drive**:
- Facilitates structured file uploads by users.
- Embedding quality (e.g., snippet size) requires evaluation and adjustment.
- **OpenAI Tools**:
- ChatGPT Team License.
- Access to OpenAI’s platform for API/SDK usage and integration.
##### **3. User-Friendly Features**
- **AI Accessibility**:
- Provide a user-friendly interface for end-users (no coding required).
- Allow intuitive interactions via a web-based or standalone application.
- **Flexible Data Input**:
- Eliminate restrictive upload limits (e.g., 10 files per batch).
- Enable data uploads via **OneDrive links** for easier handling of large datasets.
---
#### **Goals and Requirements**
##### **1. Expert Geotechnical Chatbot**
- **Functionality**:
- Use the trained AI model to answer domain-specific geotechnical questions based on an extensive knowledge base.
- Solve technical challenges and provide analytical insights using preloaded formulas.
---
#### **2. Project-Specific Tasks**
##### **Sorted by Ease of Implementation**
1. **Automated Email Integration**:
- Automate email ingestion from **Outlook**:
- Add incoming and outgoing emails to the project knowledge base.
- Categorize and organize emails by project for contextual relevance.
- Ensure ongoing synchronization to keep the knowledge base up to date.
2. **Task Overview and Gantt Chart Integration**:
- Provide a visual overview of tasks, timelines, and dependencies for better project coordination.
- Include **Gantt charts** for the overall project and individual participants to track progress, dependencies, and deadlines.
3. **Report Review and Compliance Verification**:
- Verify reports for compliance with:
- Project requirements.
- Regulatory standards.
- Design codes.
- **Comparison Calculations**:
- Perform comparative calculations to validate consistency with reported results.
- Generate compliance review reports using predefined templates.
4. **Analytical Calculations**:
- Perform calculations such as:
- Settlements.
- Bearing capacity checks.
- Uplift and sliding checks.
- Use the trained AI model and **preloaded analytical formulas** from the knowledge base.
- Extract relevant inputs from reports (e.g., soil properties, geometries, loads).
- **Deliverables**:
- A **calculation report in Word format** summarizing the methodology, results, and assumptions.
- Appendices (e.g., detailed calculations, graphs, and tables) compiled into a PDF.
5. **Bodengutachten (Geotechnical Report Preparation)**:
- Process geotechnical field and laboratory data (e.g., borehole logs, field test profiles).
- Create detailed geotechnical reports:
- Correlate soil layers across multiple profiles and propose a consistent layer model.
- Summarize findings in tables, graphs, and charts.
- Visualize soil profiles and layer models graphically.
- **Deliverables**:
- Soil profile visualizations.
- Layer model graphics.
- Final reports in Word with appendices compiled into a PDF.
---
#### **3. Dashboard for End-User**
- Create an intuitive **dashboard** that:
- Provides an overview of project-specific tasks.
- Gives users access to the expert geotechnical chatbot.
- Allows users to select and manage different projects.
---
#### **Expected Deliverables**
1. **Expert Geotechnical Chatbot**:
- A user-friendly assistant capable of solving technical geotechnical challenges and providing analytical insights using a trained AI model.
- Accessible through an intuitive interface with no coding required.
2. **Automated Project Management**:
- Automatic integration of Outlook emails (incoming/outgoing), sorted by project into the knowledge base.
- Task overview with Gantt charts for the project and individual participants.
3. **Professional Reports**:
- Compliance review reports, including comparative calculations.
- Analytical calculation reports in Word format with PDF appendices.
- **Bodengutachten** with detailed interpretations of field and laboratory data, including visualized soil profiles and layer models.
4. **Dashboard**:
- A centralized interface offering task overviews, chatbot access, and project management tools.
---
#### **Collaboration and Background**
- **About Me**: I am a geotechnical engineer with a strong understanding of my domain and basic coding skills. I look forward to collaborating closely to develop an efficient, end-user-friendly solution tailored to my professional needs.
---
#### **Available Resources**
##### **1. Knowledge Base**
- **Size**: 10 GB (~300 PDF books, ~40 million words, with plans for further growth).
- **Contents**:
- Geotechnical literature, standards, guidelines, and practical references.
- **Report Templates**: Standardized templates for generating professional geotechnical reports.
- **Example Calculations**: Sample geotechnical engineering calculations following industry standards.
- **Analytical Formulas**: Comprehensive repository of geotechnical formulas for tasks such as settlements, bearing capacity, and sliding checks.
- **Email Integration**:
- Automated addition of incoming and outgoing **Outlook emails** to the knowledge base.
- **Sorting**: Emails are categorized by project and integrated into the relevant knowledge base.
##### **2. Technical Infrastructure**
- **QNAP NAS**:
- Available 24/7 for data storage, embedding, and API access.
- Supports SQL database integration and Docker-based deployments (limited computational power).
- **Remote Desktop (Windows)**:
- Capable of hosting models like GPT4All for API/SDK customization.
- Manages the knowledge base and processes additional data uploads.
- **Limitation**: Limited computational power for heavy processing.
- **AIpdf Drive**:
- Facilitates structured file uploads by users.
- Embedding quality (e.g., snippet size) requires evaluation and adjustment.
- **OpenAI Tools**:
- ChatGPT Team License.
- Access to OpenAI’s platform for API/SDK usage and integration.
##### **3. User-Friendly Features**
- **AI Accessibility**:
- Provide a user-friendly interface for end-users (no coding required).
- Allow intuitive interactions via a web-based or standalone application.
- **Flexible Data Input**:
- Eliminate restrictive upload limits (e.g., 10 files per batch).
- Enable data uploads via **OneDrive links** for easier handling of large datasets.
---
#### **Goals and Requirements**
##### **1. Expert Geotechnical Chatbot**
- **Functionality**:
- Use the trained AI model to answer domain-specific geotechnical questions based on an extensive knowledge base.
- Solve technical challenges and provide analytical insights using preloaded formulas.
---
#### **2. Project-Specific Tasks**
##### **Sorted by Ease of Implementation**
1. **Automated Email Integration**:
- Automate email ingestion from **Outlook**:
- Add incoming and outgoing emails to the project knowledge base.
- Categorize and organize emails by project for contextual relevance.
- Ensure ongoing synchronization to keep the knowledge base up to date.
2. **Task Overview and Gantt Chart Integration**:
- Provide a visual overview of tasks, timelines, and dependencies for better project coordination.
- Include **Gantt charts** for the overall project and individual participants to track progress, dependencies, and deadlines.
3. **Report Review and Compliance Verification**:
- Verify reports for compliance with:
- Project requirements.
- Regulatory standards.
- Design codes.
- **Comparison Calculations**:
- Perform comparative calculations to validate consistency with reported results.
- Generate compliance review reports using predefined templates.
4. **Analytical Calculations**:
- Perform calculations such as:
- Settlements.
- Bearing capacity checks.
- Uplift and sliding checks.
- Use the trained AI model and **preloaded analytical formulas** from the knowledge base.
- Extract relevant inputs from reports (e.g., soil properties, geometries, loads).
- **Deliverables**:
- A **calculation report in Word format** summarizing the methodology, results, and assumptions.
- Appendices (e.g., detailed calculations, graphs, and tables) compiled into a PDF.
5. **Bodengutachten (Geotechnical Report Preparation)**:
- Process geotechnical field and laboratory data (e.g., borehole logs, field test profiles).
- Create detailed geotechnical reports:
- Correlate soil layers across multiple profiles and propose a consistent layer model.
- Summarize findings in tables, graphs, and charts.
- Visualize soil profiles and layer models graphically.
- **Deliverables**:
- Soil profile visualizations.
- Layer model graphics.
- Final reports in Word with appendices compiled into a PDF.
---
#### **3. Dashboard for End-User**
- Create an intuitive **dashboard** that:
- Provides an overview of project-specific tasks.
- Gives users access to the expert geotechnical chatbot.
- Allows users to select and manage different projects.
---
#### **Expected Deliverables**
1. **Expert Geotechnical Chatbot**:
- A user-friendly assistant capable of solving technical geotechnical challenges and providing analytical insights using a trained AI model.
- Accessible through an intuitive interface with no coding required.
2. **Automated Project Management**:
- Automatic integration of Outlook emails (incoming/outgoing), sorted by project into the knowledge base.
- Task overview with Gantt charts for the project and individual participants.
3. **Professional Reports**:
- Compliance review reports, including comparative calculations.
- Analytical calculation reports in Word format with PDF appendices.
- **Bodengutachten** with detailed interpretations of field and laboratory data, including visualized soil profiles and layer models.
4. **Dashboard**:
- A centralized interface offering task overviews, chatbot access, and project management tools.
---
#### **Collaboration and Background**
- **About Me**: I am a geotechnical engineer with a strong understanding of my domain and basic coding skills. I look forward to collaborating closely to develop an efficient, end-user-friendly solution tailored to my professional needs.