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projects:rag-chatbot [2025/09/04 14:14] – created prashereprojects:rag-chatbot [2025/10/18 08:25] (current) – external edit 127.0.0.1
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 ==== Why? ==== ==== Why? ====
  
-Party members & general public can query for,+Make it easy to query for, 
   * party's policy/stance on a particular issue.   * party's policy/stance on a particular issue.
   * party history & programme.   * party history & programme.
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   - Scan party's historical records (TN state committee is already doing it, we must start for Puducherry).   - Scan party's historical records (TN state committee is already doing it, we must start for Puducherry).
   - Run through OCR -> proof-read -> prepare E-books.   - Run through OCR -> proof-read -> prepare E-books.
-  - Convert E-books to Markdown -> VectorDB.+  - Convert E-books to Markdown -> Embeddings -> VectorDB.
   - VectorDB -> RAG -> Ollama (SLM) -> Web interface/Android App/Telegram Bot   - VectorDB -> RAG -> Ollama (SLM) -> Web interface/Android App/Telegram Bot
 +
 +==== Models ====
 +
 +  - **Embedding models** (Multilingual: Indic & English)
 +    - https://huggingface.co/l3cube-pune/tamil-sentence-bert-nli
 +    - https://huggingface.co/krutrim-ai-labs/Vyakyarth
 +  - **SLM/LLM** (Multilingual: Indic & English).
 +
 +==== Interested Members ====
 +
 +  - Prasanna (proposer)
 +  - Surendiran
 +  - Sridhar
projects/rag-chatbot.1756995285.txt.gz · Last modified: (external edit)

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