Farmstack Release Notes - Version 3.0
Release Date: 2nd Aug 2024
New Features
Content Management
- File Support:
- Farmstack now supports the management of various file types including PDF, DOCX, TXT, HTML, CSV, and API data.
- Users can upload, view, and manage these files directly within the application.
- Storage Integration:
- Seamless integration with S3 for efficient file storage and retrieval.
Use Cases Steward and Co-Steward Network Management
- Steward Network Management:
- Introduction of a network management system for data stewards.
- Data stewards can manage datasets, assign roles, and ensure data quality and integrity.
- Co-Steward Collaboration:
- Allows co-stewards to collaborate on dataset management.
- Co-stewards can request access, provide input, and assist in maintaining datasets.
State-Wise Content Provider
- Localized Content:
- State-wise content provider feature to manage and deliver localized content efficiently.
Telegram Bots
- Bot Integration:
- New features for Telegram bots allowing interaction with Farmstack.
- Users can chat with the bots to retrieve information from the uploaded content and manage datasets.
AI RAG Retrieval
- Relevance-Based Information Retrieval:
- Integration with advanced AI RAG (Recurrent Attention Generator) retrieval systems.
- Enhanced search capabilities to provide more accurate and relevant results from large datasets.
- Utilizes Qdrant vector database for efficient similarity search and retrieval.
Technology Stack
- Backend: Python, Django
- Data Handling: Pandas
- Storage: S3, PostgreSQL
- Vector Database: Qdrant DB
- Client Library: Qdrant Client
Improvements
- Performance Enhancements:
- Optimized database queries and file handling processes to improve overall application performance.
- User Interface:
- Improved user interface for a more intuitive and user-friendly experience.
- Bug Fixes:
- Resolved various bugs reported in the previous version, enhancing the stability and reliability of the platform.
We appreciate your feedback and are committed to continuously improving Farmstack. For any issues, suggestions, or further assistance, please contact our support team at [email protected].
Thank you for using Farmstack!