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    <title>Teja Seelam — Blog</title>
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    <description>I build AI-powered applications, scalable data pipelines, automation tools, and small SaaS products.</description>
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    <lastBuildDate>Sat, 08 Aug 2026 19:47:47 GMT</lastBuildDate>
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      <title>Building a RAG Chatbot with LangChain and FAISS</title>
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      <pubDate>Thu, 12 Jun 2025 00:00:00 GMT</pubDate>
      <description>A practical walkthrough of how I built a chat-with-your-PDFs system using LangChain, FAISS, and HuggingFace embeddings.</description>
      <category>RAG</category>
      <category>LangChain</category>
      <category>LLM</category>
      <category>FAISS</category>
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      <title>Natural Language to SQL: Building an AI Chatbot for BigQuery</title>
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      <pubDate>Tue, 20 May 2025 00:00:00 GMT</pubDate>
      <description>How I built a chatbot that lets non-technical users query BigQuery in plain English using Gemini.</description>
      <category>SQL</category>
      <category>Gemini</category>
      <category>BigQuery</category>
      <category>Streamlit</category>
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      <title>Medallion Architecture on Azure Databricks: A Practical Guide</title>
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      <pubDate>Tue, 08 Apr 2025 00:00:00 GMT</pubDate>
      <description>How I structured a retail data pipeline using the bronze, silver, and gold layers of the medallion architecture.</description>
      <category>Databricks</category>
      <category>PySpark</category>
      <category>Delta Lake</category>
      <category>Data Engineering</category>
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