|
|
--- |
|
|
title: TatTwamAI |
|
|
emoji: 🚀 |
|
|
colorFrom: blue |
|
|
colorTo: green |
|
|
sdk: gradio |
|
|
sdk_version: 4.19.2 |
|
|
app_file: app.py |
|
|
pinned: false |
|
|
--- |
|
|
README.md |
|
|
# agent-demo-track |
|
|
# 🧭 Tat Twam AI — A Multi-Agent AI Coach for Personal and Spiritual Growth |
|
|
|
|
|
**Tat Twam AI** is an intelligent multi-agent application that serves as a personal, non-judgmental AI coach. Designed for individuals navigating life's personal and professional dilemmas, Tat Twam AI combines cutting-edge AI frameworks with timeless wisdom from classic spiritual and modern self-help texts. |
|
|
|
|
|
The product is designed to provide calming, insightful, and personalized guidance through a soothing, human-like conversation—helping users reflect, grow, and find direction. |
|
|
|
|
|
--- |
|
|
|
|
|
## 🌟 Key Features |
|
|
|
|
|
- 🎙️ Accepts **voice input** in user's mother tongue or **text input** in English |
|
|
- 💬 Engages users with **soothing, reflective dialogue** |
|
|
- 📚 Draws wisdom from **13 timeless spiritual and self-help texts** |
|
|
- 🤖 Built on a **multi-agent architecture** using state-of-the-art LLM tools |
|
|
- 🔁 Offers **context-aware**, **personalized suggestions** with guardrails |
|
|
- 🧘♀️ Responds in a **calm, meditative voice**, promoting inner peace |
|
|
|
|
|
--- |
|
|
|
|
|
## 🧩 System Architecture |
|
|
|
|
|
The core logic of Tat Twam AI is implemented using **four intelligent agents**, each responsible for a specific part of the coaching journey: |
|
|
|
|
|
### 🧠 Agent 1: The Listener & Summarizer |
|
|
- **Input:** Voice (in user's mother tongue) or text (in English) |
|
|
- **Functionality:** |
|
|
- Converts speech to English text |
|
|
- Conducts a gentle Q&A session to uncover the user’s core problem |
|
|
- Summarizes the conversation |
|
|
- Analyzes tone and emotional sentiment |
|
|
- **Tools:** |
|
|
- ASR (Speech-to-text) with multilingual support |
|
|
- Sentiment analysis |
|
|
- Conversational Q&A |
|
|
- Summary generator |
|
|
|
|
|
### 📘 Agent 2: The Wisdom Engine |
|
|
- **Input:** Summary, tone, and sentiment from Agent 1 |
|
|
- **Functionality:** |
|
|
- Retrieves spiritual or self-help insights using a **RAG (Retrieval-Augmented Generation)** system |
|
|
- Offers customized reflections, techniques, or meditations relevant to the user’s current issue |
|
|
- **Knowledge Base Includes:** |
|
|
1. *Autobiography of a Yogi* |
|
|
2. *Gita Vahini* |
|
|
3. *The Power of Now* |
|
|
4. *Man's Search for Meaning* |
|
|
5. *Bhagavad Gita As It Is* |
|
|
6. *Meditations* (Marcus Aurelius) |
|
|
7. *The Tao Te Ching* |
|
|
8. *Dhyana Vahini* |
|
|
9. *Atomic Habits* |
|
|
10. *The 7 Habits of Highly Effective People* |
|
|
11. *Mindset* (Carol Dweck) |
|
|
12. *Prema Vahini* |
|
|
13. *Prasnothara Vahini* |
|
|
- **Tools:** Custom RAG pipeline + embedding-based retrieval + fine-tuned LLMs |
|
|
|
|
|
### 🛡 Agent 3: The Inner Critic & Guardian |
|
|
- **Input:** Suggested output from Agent 2 |
|
|
- **Functionality:** |
|
|
- Implements **guardrails** to ensure spiritual, ethical, and emotional appropriateness |
|
|
- Adjusts tone and verifies factuality, empathy, and personalization |
|
|
- Converts final output to voice with a **mild, meditative female tone** |
|
|
- **Tools:** LLM-as-Judge, Voice synthesis |
|
|
|
|
|
### 🔄 Agent 4: The Satisfaction Checker |
|
|
- **Functionality:** |
|
|
- Asks for user satisfaction and feedback |
|
|
- Decides whether to continue or close the session |
|
|
- Passes feedback to Agent 1 for context-aware follow-up |
|
|
- **Tools:** User feedback processing, memory/context management |
|
|
|
|
|
--- |
|
|
|
|
|
## 💬 Sample Flow |
|
|
|
|
|
1. **User speaks:** “I feel lost about my career direction.” (in Hindi) |
|
|
2. **Agent 1:** Asks reflective questions like: *“What matters most to you right now?”* |
|
|
3. **Agent 2:** Responds with insights from *The Power of Now* and *Gita Vahini* |
|
|
4. **Agent 3:** Ensures calm, helpful delivery in a soothing voice |
|
|
5. **Agent 4:** Asks: “Did that help you gain clarity?” → If yes, ends. If no, loop continues. |
|
|
|
|
|
--- |
|
|
|
|
|
## 🎯 Vision |
|
|
|
|
|
Tat Twam AI aspires to be your **non-judgmental companion for inner clarity**, integrating deep ancient wisdom with today's AI technology. Its goal is not to give you answers, but to gently **guide you inward to find your own**. |
|
|
|
|
|
--- |
|
|
|
|
|
## 🚧 Coming Soon |
|
|
|
|
|
- 📱 Mobile app with voice interface |
|
|
- 🧾 Journaling feature synced with conversation history |
|
|
- 🔄 Multi-language support for responses |
|
|
- 🔒 End-to-end encryption and privacy-first design |
|
|
|
|
|
--- |
|
|
|
|
|
## 📬 Contact |
|
|
|
|
|
Interested in collaborating, contributing, or piloting this application? Reach out at **[saishree999@gmail.com]** |
|
|
|
|
|
--- |
|
|
|
|
|
> *"The answers you seek will come when your mind is quiet enough to hear them."* —Tat Twam AI |
|
|
|
|
|
|
