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Projects in Awesome Lists tagged with faiss-vector-database

A curated list of projects in awesome lists tagged with faiss-vector-database .

https://github.com/jojocoder28/mutual_fund_chatbot

This is a basic RAG chatbot and report generator made using LangChain, Streamlit, FAISS, Cohere's embed-english-v3.0 and Cohere's command-r

chatbot cohere faiss-vector-database langchain python rag streamlit

Last synced: 27 Sep 2024

https://github.com/rhiteshks/qa-chatbot-using-rag-smai

SMAI Project. Made an abstractive qa RAG chatbot using Langchain and experimented with variety of vector stores and retrievers and evaluated them using Ragas

chromadb cohere faiss-vector-database langchain-python matryoshka nlp openai-api ragas

Last synced: 27 Sep 2024

https://github.com/apsinghanalytics/finragify_app

An LLM app leveraging RAG with LangChain and GPT-4 mini to analyze earnings call transcripts, assess company performance, using natural language queries (NLP), FAISS (vector database), and Hugging Face re-ranking models.

aws-ec2 cloud-application docker-container earnings-transcripts faiss-vector-database finance fine-tuning gpt-4o-mini huggingface-models langchain-python large-language-model natural-language-processing pretrained-language-model prompt-engineering question-answering-system reranking retrieval-augmented-generation stocks vector-embeddings

Last synced: 26 Sep 2024