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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/vubacktracking/bert-faiss-qa-system

Q&A System using BERT and Faiss Vector Database

bert distilbert faiss faiss-vector-database qa-system vector-database

Last synced: 10 Nov 2024

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: 03 Dec 2024

https://github.com/shubhranpara/auto-filler-web

This repository contains my internship project work at Flexbox Technologies. I have developed a system that fills the patient details form automatically with the patient data extracted from pdf file.

automation docx-files extract-data faiss-vector-database flan-t5 form-filler html-css-javascript huggingface-transformers json langchain llms medical-application patient-data pdf-converter pdf-document pptx-files python-3 qa streamlit-webapp

Last synced: 18 Oct 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: 19 Dec 2024

https://github.com/aysenurcftc/langchainsqlagent

This project enables performing SQL queries in natural language using LangChain and Streamlit.

faiss-vector-database langchain postgresql sql-agent streamlit

Last synced: 14 Dec 2024

https://github.com/srikanth-banda/pdf-data-analyzer

This application can intelligently answer all your questions regarding your PDFs.

faiss-vector-database gemini-api langchain llm streamlit-webapp

Last synced: 18 Oct 2024

https://github.com/sergio11/nemesys

Nemesys is an ethical cybersecurity tool designed to automate exploitation and post-exploitation tasks using Metasploit. It enhances target attacks, privilege escalation, and system analysis while providing intelligent reporting through cloud-based large language models (LLMs). 🚀📊

ai-security cybersecurity exploit-framework faiss faiss-cpu faiss-vector-database groq groq-api hacking-tools langchain metasploit penetration-testing post-exploitation privilege-escalation python security-analysis system-enumeration vulnerability-assessment vulnerability-detection

Last synced: 14 Dec 2024

https://github.com/sergio11/streamlit_llm_langchain_applications

Explore innovative Language Model applications (LLMs) with Streamlit-based Proof of Concepts (POCs) 🚀. These demos showcase open-source models using Groq for cloud-based inference and LangChain for efficient orchestration 🌐. From writing assistants to blog post generators, experience AI-driven tools enhancing productivity and creativity 📚💡.

chromadb faiss faiss-vector-database groq-ai groq-api langchain langchain-python llama3 llm llm-framework llm-inference llms mistral-7b streamlit tavily

Last synced: 14 Dec 2024

https://github.com/shubhranpara/auto-filler

This repository contains my team's internship project work at Flexbox Technologies. We have developed a system that fills the patient details form automatically with the patient data extracted from pdf file.

docx extract-data faiss-vector-database flan-t5 form-filling gemma huggingface-transformers langchain llms pdf pdf-converter pptx python3 qa-automation streamlit-application

Last synced: 09 Nov 2024

https://github.com/shubhranpara/chatpdf

This repository contains one of my cool project which I have created during my college's MINeD hack-a-thon.

chatbot docx-files faiss-vector-database flan-t5 gemma-2b-it huggingface-transformers langchain pdf-converter pdf-document pptx-files python3 qa streamlit

Last synced: 09 Nov 2024

https://github.com/abeed04/chat-with-pdf-using-gemini-1.5-flash

Chat with the content of PDFs using an informative LLM powered by RAG.

embeddings-similarity faiss-vector-database gemini-api langchain rag

Last synced: 09 Nov 2024

https://github.com/nebeyoumusie/chat-with-multiple-pdf-documents

In this project I have built an app that can answer questions from your multiple PDFs using Google's gemini-1.5-flash model.

faiss faiss-vector-database gemini-flash google-api google-embeddings google-generative-ai langchain python streamlit streamlit-webapp

Last synced: 10 Dec 2024

https://github.com/nebeyoumusie/qa-system-for-e_learning

This is an end to end LLM project based on Google Generative AI and Langchain. In this project I built a Q&A system based on a data from an e-learning company called codebasic

embeddings faiss faiss-vector-database googleai huggingface langchain streamlit-webapp

Last synced: 10 Dec 2024

https://github.com/nebeyoumusie/advanced-rag-qa-chatbot

In this project I have built an advanced RAG Q&A chatbot with chain and retrievers using Langchain

chatbot faiss faiss-vector-database google-generative-ai huggingface-embeddings langchain retrieval-augmented-generation

Last synced: 10 Dec 2024

https://github.com/ayeshaaaaaaaaa/enhanced-contextual-insights-rag-based-gpt-integration-for-question-answering-with-bbc-news-data

This project integrates RAG techniques with GPT-2 for advanced question-answering using BBC news articles. It employs FAISS for efficient document retrieval and SentenceTransformer for embeddings, providing detailed and contextually accurate answers by combining article content with publication dates.

faiss-vector-database gpt-2 question-answering rag sentence-transformers

Last synced: 08 Nov 2024

https://github.com/dsba6010-llm-applications/baemax_tc

LLM App for to demystify and summarize Terms and Conditions agreements

faiss-vector-database llms rag streamlit text-summarization vector-database

Last synced: 12 Dec 2024

https://github.com/nebeyoumusie/facebook-ai-similarity-search-faiss

Facebook AI Similarity Search (Faiss) is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning.

faiss faiss-similarity faiss-vector-database

Last synced: 10 Dec 2024

https://github.com/iam-tsr/chat-with-pdf

Upload PDFs, ask questions, and get answers instantly using FAISS and Google’s Generative AI.

chatbot faiss-vector-database gemini generative generative-ai langchain nlp nlp-keywords-extraction nlp-machine-learning python

Last synced: 14 Nov 2024

https://github.com/hegdebhavya/azureai-rag

Azure OpenAI and LangChain to create a vector database and perform question-answering tasks in terminal and using streamlit.

azure faiss-vector-database langchain openai python streamlit

Last synced: 22 Dec 2024

https://github.com/darrinbright/pdf-qa-rag

This project offers PDF question-answering and summarization using RAG. It extracts text, divides it into chunks, stores it in a FAISS database, and uses Google Generative AI for responses. The BART model is used for summarization when direct answers are not available.

bart faiss-vector-database gemini-pro generative-ai langchain rag

Last synced: 13 Nov 2024

https://github.com/haneesha2018/personal_bot

This repository enables the creation of a GPT-powered chatbot application that combines standard ChatGPT capabilities with advanced features for uploading and interacting with large PDF and TXT documents.

chatbot faiss-vector-database gpt openai streamlit

Last synced: 20 Nov 2024

https://github.com/bushra-butt-17/budgetbuddy-finance-chatbot

Budget Buddy is a finance chatbot built using Chainlit and the LLaMA language model. It analyzes PDF documents, such as bank statements and budget reports, to provide personalized financial advice and insights. The chatbot is integrated with Hugging Face for model management, offering an interactive way to manage personal finances.

accelerate bitsandbytes chainlit chatbot ctransformers embeddings faiss-cpu faiss-vector-database huggingface-hub huggingface-transformers langchain langchain-community llama mini-llm pdf-parse pypdf sentence-transformers torch vector-store

Last synced: 22 Dec 2024

https://github.com/furk4nbulut/webtrafficqa-responder-ai-rag

A Question-Answering (Q&A) system leveraging web traffic logs. The system is designed to handle natural language questions from users, analyze the relevant traffic log data, and generate accurate and contextually appropriate responses.

dataset-generation faiss-vector-database rag

Last synced: 11 Nov 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: 04 Dec 2024

https://github.com/yaacoo/graphragsqlator

LLM graph-RAG SQL generator for large databases with poor documentation

ai database ehr-data faiss-vector-database knowledge-graph langchain llm rag sql

Last synced: 18 Oct 2024

https://github.com/vits-99/rag-docs-chat

A modular and extensible framework for building question-answering systems using the LangChain library and FAISS vectorstore.

ai faiss faiss-vector-database langchain langchain-python nlp python rag

Last synced: 19 Nov 2024

https://github.com/dahsie/rag_based_chatbot

A RAG based chatbot using local llm, specially Olloma. The chatbot can go in internet via DuckduckGo to search relevant context to answer a given question for which no relevant context has been found in the vectors store. One use LangGraph for assessing the relevancy of a given llm answer.

chatbot duckduckgo faiss-vector-database gradio langchain langgraph llm olloma rag

Last synced: 15 Dec 2024

https://github.com/omar-karimov/bankllm

BankLLM is an AI-driven recommendation engine for banking, using OpenAI's models to analyze customer data and generate personalized product suggestions. It integrates LangChain, FAISS, and LangServe, with a FastAPI backend and Streamlit frontend, following an LLMOps approach for scalable deployment.

banking-applications embeddings faiss-vector-database fastapi fintech langchain langserve langsmith llmops mysql openai recommender-system streamlit

Last synced: 21 Nov 2024

https://github.com/mytechnotalent/ragma

An interactive, state-of-the-art Retrieval-Augmented Generation Medical Assistant that leverages deep learning and FAISS-based retrieval to provide accurate, context-aware answers to medical queries in real time.

ai artificial-intelligence faiss faiss-vector-database health health-check healthcare healthcare-analysis healthcare-application healthcare-datasets medical medical-application medical-assistant pytorch rag retrieval-augmented-generation

Last synced: 09 Dec 2024

https://github.com/kid-sid/chat_with_pdf

This app can take PDFs from users and based on the PDF texts it can answer user' query from those context.

faiss-vector-database langchain openai-api python rag sqlite-database

Last synced: 12 Dec 2024

https://github.com/rishi-sutar/chat_with_pdf

"Chat with PDF" is a web app that lets users interactively query PDF documents using advanced NLP and generative AI, enabling easy extraction of insights in a conversational format.

embeddings faiss-vector-database google-generative-ai langchain llm vector-database

Last synced: 13 Dec 2024