Spaces:
Sleeping
Sleeping
Bharath Gajula
commited on
Commit
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Parent(s):
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Add README.md with HuggingFace Spaces configuration
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README.md
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# Hybrid Search Chatbot
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A Streamlit app for hybrid search: SQL (
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## Quick Start
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streamlit run app.py
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```
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---
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-
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-
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---
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title:rag Chatbot
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colorFrom: blue
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colorTo: purple
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sdk: streamlit
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sdk_version: "1.28.1"
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app_file: app.py
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pinned: false
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---
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# Hybrid Search Chatbot
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A Streamlit app for hybrid search: SQL (Sakila DB) and semantic (RAG, AG News/ChromaDB).
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## Features
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- **SQL Mode**: Natural language queries on Sakila movie database
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- **RAG Mode**: Semantic search on AG News articles with ChromaDB
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## Quick Start
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streamlit run app.py
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```
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## Configuration
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- Edit `.env` for API keys:
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```
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GOOGLE_API_KEY=your-google-api-key-here
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```
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## Dependencies
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See `requirements.txt` for full list:
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- streamlit
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- chromadb
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- langchain
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- langchain-google-genai
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- sentence-transformers
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- datasets
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## Usage
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1. Select mode from sidebar (SQL or RAG)
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2. Ask questions in natural language
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3. Get AI-powered answers
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### Example Questions
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**SQL Mode:**
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- How many films are there?
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- Show me the top 5 longest films
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- Which actors have the most films?
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**RAG Mode:**
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- What's happening with oil prices?
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- Tell me about technology news
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- Any sports updates?
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---
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Created by Bharath Gajula | Powered by Gemini & LangChain
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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