Gen AI
Hariharamoorthy Theriappan
o Gen AI based
§
extraction of
information from contract documents using ChatGPT API and Langchain
§
Category/topic
identification based on interpreting the objectives and plan of Individual Plan
Program of a physically challenged child using LLAMA2 and LlamaIndex where the
model is running on a local GPU and not external APIs
§
Succeeded in
answering questions on large documents with 400+ pages (longer context) using
Llama2
§
Researching on use
case for comprehending documents of different types (Tabular data (SQL, Excel),
Pdf/Word, PPT, Code (Python, RPA tools, etc.,), Json/XML, etc.,) and answering
questions, summarizing information, classification
§
Implementing an
enterprise specific search engine on support SOPs, where vector storage will be
used for embedding the SOPs and using LLMs to interpret the search queries and extract
answers from multiple SOPs
Like this project
Posted Feb 2, 2024
Extraction of relevant information from long text documents, contracts using prompt engineering and extending them to a fine-tuned LLM model that fits purpose
