- Deep Learning
- Machine Learning
- Natural Language Processing
- MLOps
- Generative AI
https://github.com/mithra06/search-your-pdf
• Project based on searching PDF with some questions. This is an opensource model. So, no OpenAI key required. • For Text Preprocessing, Langchain is used and to create embeddings, sentence Transformer used.
• Vector Store (ChromaDB) used for storing Embeddings.
https://github.com/mithra06/sql-gemini
With Gemini Pro and LLM, we're taking our database for querying and it will convert the text to SQL and this query will hit our database and retrieve the results.
https://github.com/mithra06/e-commercebot
Leveraging the capabilities of OpenAI's natural language processing models, I crafted a chatbot that understands user intent and delivers personalized responses. Astra DB (Cassandra) and Langchain to create a smart and efficient conversational AI assistant for our online store.
• For LLM Pipeline, huggingface used