feat(project): add llm for enterprise project

mohatagarvit · Nov 5, 2024 · 56cc696 · 56cc696
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diff --git a/_posts/2024-04-300LLM-Agent-for-optimizing-search-in-Enterprises b/_posts/2024-04-300LLM-Agent-for-optimizing-search-in-Enterprises
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+---
+title: LLM Agent for optimizing Enterprise Search
+guide:
+  name: 
+  link: 
+  institute: UT Austin
+startdate: 2023-11-01 
+enddate: 2024-04-30 
+project_link: https://github.com/mohatagarvit/llm-vector-indexing
+categories: [LLM, SQL, Research, RAG]
+tags: [Text-to-SQL, LLM, LangChain]
+---
+- Designed and developed a chatbot that answers queries over data with diverse modalities (image, text, table, PDF, URL).
+- Used vector indexing and converted unstructured table-like data to structured form for better database retrieval and search
+- Experimented with different prompting strategies including Chain-of-Thoughts, Tree-of-Thoughts, Graph-of-Thoughts.
+- POC for Enterprise LLMs. Investigated use of LLMs to improve query optimizer efficiency using query rewriting rules