Commit 391c95

2025-09-23 06:04:48 Sayali Mahajan: Added the overview of the project
Projects/AnswerVault.md ..
@@ 2,38 2,58 @@
# Project: AnswerVault
- **Tagline:** A single, compelling sentence describing your project.
+ **Tagline:** Ensuring that when employees leave, change roles, or new hires join, no expertise is lost.
- **Team:** [[Team Page Name]] <!-- Link to your team's page -->
+ **Team:** [[https://wiki.enovate-it.com/Teams/Team%20Orbit]] <!-- Link to your team's page -->
- **Project Status:** Planning / In Progress / Completed <!-- Choose one -->
+ **Project Status:** Planning <!-- Choose one -->
---
## Overview
+ The AnswerVault is an AI-powered knowledge continuity platform that automatically captures, organizes, and transfers critical knowledge within an organization — ensuring that when employees leave, change roles, or new hires join, no expertise is lost and knowledge is instantly accessible.
- A brief summary (2-3 paragraphs) of your AI project. Explain what problem you are solving, for whom, and how AI is at the core of your solution. Imagine this is your elevator pitch.
+ # Key Characteristics:
+ 1. Always-On Knowledge Capture
+ 2. AI-Powered Summarization & Q&A
+ 3. Knowledge Graph of People, Projects, and Decisions
+ 4. Automated Handover Packages
+ 5. Succession Planning & Risk Insights
+ 6. Onboarding Accelerator
## The Problem
- What specific challenge or pain point are you addressing? Why is this problem important?
+ 1. When an employee resigns or changes roles, a huge chunk of undocumented knowledge leaves with them.
+ 2. New hires take weeks or months to “ramp up” because tribal knowledge is scattered.
+ 3. Often only one person knows a critical system → single point of failure.
+ 4. Teams reinvent solutions because past decisions are hidden in Jira or buried in Slack.
+ 5. Leaders don’t have visibility into who holds what knowledge.
+ 6. Manual documentation is boring, outdated, and nobody does it consistently.
+ 7. Experts are overloaded answering repetitive questions.
+ 8. When a project is transferred from one team to another (onsite to offshore, or vendor change), AI generates ready handover kits with decisions, architecture diagrams, and known issues.
+ 9. Globally distributed teams, time-zone delays cause repeated questions.AI acts as a 24/7 knowledge assistant answering queries without waiting for the “expert’s” timezone.
+ 10. New employees don’t waste weeks searching old emails or pinging seniors repeatedly
+ 11. Experts waste time answering repetitive questions.With this app, the AI Mentor handles FAQs → experts focus on complex problems.
## Our AI Solution
Describe your solution in detail.
- * **What does it do?** (e.g., "A web app that uses a computer vision model to identify plant diseases from a photo.")
+ * **What does it do?**
+ * 1.For Employees: Smooth onboarding, less frustration, faster learning.
+ 2.For Teams: Less dependency on single experts, better collaboration.
+ 3.For Managers: Clear risk visibility, succession planning, workforce insights.
+ 4.For Organizations: Preserve IP, resilience, smoother transitions.
* **How does it work?** Describe the architecture, data flow, and the AI models/technologies you're using (e.g., TensorFlow, PyTorch, GPT-4, Hugging Face, OpenCV).
* **What makes it innovative?**
## Technology Stack
- * **AI/ML Models:** (e.g., Fine-tuned ResNet-50, OpenAI API, Llama 2)
- * **Frameworks & Libraries:** (e.g., PyTorch, LangChain, Scikit-learn, Pandas)
- * **Backend:** (e.g., Python Flask, FastAPI, Node.js)
- * **Frontend:** (e.g., React, Streamlit, Vue.js)
- * **Databases:** (e.g., PostgreSQL, SQLite, Firebase)
- * **Deployment & Tools:** (e.g., Docker, Git, GitHub Actions, Google Cloud Platform, AWS)
- * **APIs Used:** (e.g., Google Maps API, Twitter API)
+ * Frontend: React + Tailwind (dashboards, chatbot UI)
+ * Backend: FastAPI (Python) + JWT auth
+ * AI/ML: LangChain + OpenAI (GPT-4) + ElasticSearch (vector DB)
+ * Database: PostgreSQL/Elasticsearch
+ * Integrations: Telegram Bot API, Google Chat API
+ * Deployment: Docker + Gitlab CI/CD (EC2/DigitalOcean for hosting)
## Project Architecture
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