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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/buryhuang/mcp-hubspot

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

crm faiss faiss-vector-database hubspot mcp-server semantic-search

Last synced: 28 Apr 2025

https://github.com/jordan-jakisa/blog_post_writer

An AI agent that writes SEO-optimised blog posts and outputs a properly formatted markdown document.

duckduckgo-search faiss-vector-database langchain openai python streamlit

Last synced: 04 Mar 2026

https://github.com/rayyan9477/solace-ai

"Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural conversations. It creates a judgment-free space where you can express yourself freely and receive compassionate guidance tailored just for you.

agent-orchestration ai-agent cognitive-behavioral-therapy conversational-ai emotion-intelligence faiss faiss-vector-database generative-ai machine-learning mental-health multi-agent-systems nlp nlp-machine-learning personality-test python sentiment-analysis transformer vector-database voice-ai voice-assistant

Last synced: 10 Mar 2026

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: 02 Apr 2025

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: 22 Apr 2025

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: 19 Apr 2025

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

LLM App to demystify and summarize Terms and Conditions agreements

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

Last synced: 10 Oct 2025

https://github.com/bjornmelin/polyagent-research-intelligence

A modular, multi-agent AI research and report generation platform. Enter any topic, and PolyAgent Research Intelligence orchestrates multiple AI agents to retrieve literature, analyze data, and generate a polished report. Built for researchers and AI/ML engineers, leveraging LangChain, FastAPI, PostgreSQL, advanced LLMs, and a Next.js front-end.

ai-engineering ai-research faiss-vector-database fastapi grafana langchain llms machine-learning multi-agent-systems nextjs openrouter postgresql prometheus report-generation tailwindcss

Last synced: 07 Sep 2025

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: 13 Apr 2025

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: 06 Oct 2025

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: 01 Mar 2026

https://github.com/mark-rosss/retriever_in_rag

This project is a PDF Question Answering App that enables users to upload any PDF and ask questions about its content. Using a retriever-augmented generation (RAG) approach, it efficiently retrieves relevant information and generates human-like answers, powered by Streamlit and Google Generative AI.

api chatbot faiss faiss-vector-database google-generative-ai huggingface-embeddings langchain large-language-models llama-index pypdf2 python retreival-augmented-generation retrieval-augmented-generation vectorsto

Last synced: 04 Apr 2025

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: 01 Sep 2025

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 Jan 2026

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: 15 Feb 2026

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: 13 Apr 2026

https://github.com/subhayudutta/talk2websites

Talk2Websites is a sophisticated AI-powered chatbot designed to provide comprehensive and insightful responses by accessing and interpreting information from the website link given by user.

beautifulsoup faiss-vector-database gemini-api langchain streamlit

Last synced: 16 Apr 2026

https://github.com/ankman007/job-prep-ai

An AI-powered web platform that uses RAG and LLMs to generate personalized interview prep sheets and candidate-job fit analysis. Built with FastAPI, LangChain, FAISS, and Next.js.

all-minilm-l6-v2 faiss-vector-database fastapi gemini-api postgres sentence-transformers

Last synced: 20 Apr 2026

https://github.com/piyush06singhal/pdf_chat_application

A Streamlit-based AI-powered tool that allows you to interact with your PDFs conversationally. Upload PDF files, extract their content, and ask questions about the text using advanced AI models like Google Generative AI and FAISS for contextual understanding.

faiss faiss-vector-database google-generative-ai langchain-python pypdf2 python streamlit

Last synced: 27 Apr 2026

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: 27 Apr 2026

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: 28 Apr 2026

https://github.com/arifazim/financial_ai_assistant

AI-powered assistant for financial services that uses Retrieval Augmented Generation (RAG) to provide accurate financial information and advice through multiple communication channels

chat-application docker faiss faiss-vector-database fastapi pandas pydantic rag sentence-transformers transformer twilio whatsapp

Last synced: 11 Apr 2026

https://github.com/bolliboinapavansai/docuquery

DocuQuery is a document querying application that utilizes Retrieval-Augmented Generation (RAG) and the Llama2 model for efficient information retrieval from large documents. This user-friendly tool supports PDF uploads and delivers quick, accurate responses to user queries.

ai chatbot faiss-vector-database generative-ai lama2 langchain langchain-bot nlp-deep-learning rag rag-bot

Last synced: 29 Apr 2026

https://github.com/faisalahmedbijoy/document-qa-rag-system-fastapi

A powerful Document Question-Answering system built using Retrieval-Augmented Generation (RAG) architecture, FAISS Vector Search, and a FastAPI backend.

docker faiss-vector-database groq llama3 llm questions-and-answers rag-chatbot

Last synced: 15 Apr 2026

https://github.com/subhayudutta/talk2ytube

Talk2YTube is an innovative AI-powered chatbot designed to provide insightful and comprehensive responses by accessing and interpreting information from YouTube videos.

faiss-vector-database google-generative-ai langchain streamlit youtube-transcript-api

Last synced: 12 Apr 2026

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 retrieval-augmented-generation streamlit-webapp

Last synced: 14 May 2026

https://github.com/subhayudutta/talk2csv

Talk2CSV is a Streamlit web application that allows users to interact with CSV data using natural language and generate SQL queries based on the provided data.

faiss-vector-database google-generative-ai langchain pandas streamlit

Last synced: 11 Apr 2026

https://github.com/subhayudutta/talk2pdf

Chat with multiple PDFs using Google's Generative AI Gemini 1.5 pro and LangChain.

faiss-vector-database gemini langchain pypdf2 python streamlit

Last synced: 08 May 2026

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: 02 May 2026

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: 09 Feb 2026

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: 07 May 2026

https://github.com/iam-tsr/Chat-with-PDFs

Upload multiple PDFs, ask questions, and get answers instantly using Chat with PDFs.

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

Last synced: 07 May 2025

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: 13 Apr 2026

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

Upload multiple PDFs, ask questions, and get answers instantly using Chat with PDFs.

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

Last synced: 22 Jun 2026

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: 17 May 2026

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: 11 Jan 2026

https://github.com/fosetorico/article_research_bot

End-to-End Research Bot for Summarizing and Extracting Insights from Multiple URLs using advanced text processing, FAISS vector storage, and OpenAI services for accurate and concise responses.

faiss-vector-database genai-chatbot generative-ai gpt langchain large-language-model llm openai-api python research-bot streamlit vector-database-embedding

Last synced: 16 Apr 2026

https://github.com/bilalhameed248/patient-demographic-text-to-sql

Developed Text to SQL Patient Demographic Chat-Bot using RAG technology and langchian.

faiss faiss-vector-database langchain langchain-python melvius rag text-to-sql texttosql vector-database vertex-ai

Last synced: 16 Apr 2026

https://github.com/tarunsingh2002/web-content-question-and-answer-tool

A Python-based tool that answers questions using content from specified URLs. Combines web scraping, AI models (LLMs), and vector embeddings via Streamlit and LangChain/FAISS to deliver precise, context-aware responses.

beautifulsoup embeddings faiss-vector-database gpt-4o huggingface huggingface-spaces langchain llm python streamlit vector-database

Last synced: 19 Apr 2026

https://github.com/shubham-bendre/chat-with-multiple-pdfs

Effortlessly interact with your PDF files using the power of Google Generative AI! This app enables users to upload PDF files, process them into a searchable format, and ask detailed questions based on the PDF content.

faiss-vector-database gemini streamlit

Last synced: 20 Apr 2026

https://github.com/surajgiri974/langchain-qa-chroma-faiss

A document-based Question-Answering system using LangChain, HuggingFace Embeddings, Ollama (Mistral), Chroma, and FAISS — all running locally.

chromadb embeddings-extraction faiss-vector-database huggingface langchain

Last synced: 27 Apr 2026

https://github.com/rahulsamant37/daily-task

DAILY-TASK: My Learning & Development Journey repository documenting my growth in MLOps and AI Engineering. It serves as both a portfolio and knowledge base, showcasing production-ready ML pipelines and core Python development practices. With projects on MLOps, AgenticAI, each commit reflects my continuous learning and practical implementations.

aws-apigateway aws-ec2 aws-lambda aws-s3 chromadb faiss-vector-database fastapi huggingface langchain-python langgraph-python mlflow uvicorn-nginx

Last synced: 28 Apr 2026

https://github.com/balavenkatesh3322/rag-tutorial

This project implements a modular Retrieval-Augmented Generation (RAG) pipeline using Python OOP concepts and LangChain.

faiss faiss-vector-database generative-ai langchain llm openai rag

Last synced: 29 Apr 2026

https://github.com/rana-shankani/customer-support-bot

A customer support chatbot using Retrieval Augmented Generation (RAG) to answer questions from documentation. Upload PDFs or text files, and let the system handle document processing, embedding generation, and semantic search. Built with LangChain, FAISS vector database, and HuggingFace models with a simple Flask web interface.

faiss-vector-database flask huggingface langchain rag retrieval-augmented-generation text-embeddings

Last synced: 01 May 2026

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: 02 May 2026

https://github.com/antoniakras/semantic-video-search

GPU-optimized semantic search on video transcripts, with benchmarking of FAISS, Pinecone, and PostgreSQL vector databases. Deployed via Docker on FORTH’s GPU infrastructure.

bert-embeddings bert-fine-tuning cuda dokcer embedding-models embeddings-word2vec faiss-vector-database gpu-computing huggingface-transformers nlp-machine-learning pgvector pineconedb postgresql python pytorch retrieval-augmented-generation similarity-search vector-database whisper-ai

Last synced: 03 May 2026

https://github.com/brinthas/image_search_engine

Using CLIP model, FAISS, FastAPI and Streamlit

clip cosine-similarity faiss-vector-database openai streamlit

Last synced: 04 May 2026

https://github.com/unlluckyyy/ai-powered-research-assistant-using-langchain

📄 Summarize research papers, extract citations, and answer queries with this AI-powered assistant built using LangChain and OpenAI's GPT model.

academic-research agentic-ai ai ai-agents ai-assistant document-loader faiss-vector-database gemini langchain-python ocr openai openai-embeddings python research-assistant serpapi streamlit text-splitter whisper

Last synced: 06 May 2026

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

This project PDF-QA using RAG extracts text, divides it into chunks, stores it in a FAISS database, and uses Google Gemini-pro for responses.

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

Last synced: 06 May 2026

https://github.com/bhaskarr103/legaldoc_ai-app

A research driven approach on building AI-powered legal assistant leveraging FAISS for efficient legal document retrieval and Hugging Face model for intelligent response generation.

faiss-vector-database langchain llm llm-training

Last synced: 07 May 2026

https://github.com/jatin-mehra119/ai-powered-youtube-video-summarizer-and-fact-checker

This Project will check the facts said in a YouTube video whether they are true or not and it can also summarize the YT videos.

faiss-vector-database fastapi generative-ai streamlit

Last synced: 08 May 2026

https://github.com/ranak8811/chat-with-multiple-pdfs

This is a Streamlit application that allows you to chat with the content of multiple PDF documents.

faiss-vector-database gemini-api langchain python streamlit

Last synced: 08 May 2026

https://github.com/piyush-sri11/qa-chatbot

A Question-Answering chatbot built using RAG (Retrieval-Augmented Generation) with conversation memory. This project uses LangChain, various LLM options, and vector stores to create an intelligent chatbot that can answer questions about Jessup Cellars winery.

chatbot faiss-vector-database groq-api huggingface langchain-python llama3 memory-management openai pinecone-db python qa-chatbot rag-pipeline

Last synced: 08 May 2026

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

An example template 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: 08 May 2026

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: 09 May 2026

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: 14 May 2026

https://github.com/ajawad06/nust-faq-bot

An offline RAG chatbot for assisting with admission related queries for NUST.

faiss-vector-database fastapi ollama python qwen2-5 rag-chatbot

Last synced: 16 Jun 2026

https://github.com/deypadma2020/resumequeryagent

A LangChain-powered application that parses PDF resumes, converts them into semantic chunks using FAISS, and enables intelligent querying via RAG and Anthropic models. Designed to assist in resume screening through contextual and multi-query retrieval.

anthropic contextual-retrieval faiss-vector-database generative-ai langchain-python llm rag resume-parser semantic-search

Last synced: 30 May 2026

https://github.com/maryamyazdi/qa-with-rag

A question-answering framework empowered with a custom retrieval-augmented generation (RAG) pipeline to answer queries on local documents

faiss-vector-database large-language-models question-answering retrival-augmented-generation

Last synced: 26 Jun 2025

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: 07 May 2026

https://github.com/at15/faiss-s3

On-demand Faiss vector search from S3. Lazy-loads clusters without fetching entire index.

faiss faiss-backend faiss-vector-database rag

Last synced: 17 May 2026

https://github.com/k-sel/semantic-search-engine

Un moteur de recherche sémantique avec calcule de similarité cosinus entre les docs et la query utilisant la libraire vectorielle FAISS ainsi que Python et une API Flask

faiss-vector-database flask python search-engine

Last synced: 17 May 2026

https://github.com/yashshukla925/rag_model

A Streamlit-based application that lets users upload PDF files and ask AI-powered questions based on document content. It uses Google Gemini AI for natural language understanding and FAISS for efficient vector search.

faiss-vector-database google-gemini langchain pypdf2 python streamlit

Last synced: 04 May 2026

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: 12 Apr 2026

https://github.com/mohammadshabazuddin/custom-website-chatbot

Created a personalized website chatbot to provide automated support and enhance user engagement using NLP models.

faiss-vector-database fastapi gpt-3 openai-embeddings openapi python3

Last synced: 28 Apr 2026

https://github.com/deepcoders30/ai-chatpdf

ChatPDF is a web application that lets users upload PDFs and ask questions about their content.

faiss-vector-database fastapi groq-integration javascript langchain pymupdf-fitz reactjs typescript

Last synced: 08 Apr 2026

https://github.com/muhammedyaseenk/gramgan-realphoto

Gram-GAN bridges pixel-based and GAN SR methods, generating sharp and realistic textures by explicitly matching generated patches to real HR textures via a Gram-based patch database. It ensures stable training, better generalization, and texture-aware outputs—ideal for satellite, medical, art, and fashion super-resolution tasks.

contentful faiss-vector-database generative-adversarial-network gram-matrix perceptual-quality pytorch realistic rrdbnet texture-analysis vgg19

Last synced: 06 May 2026

https://github.com/jasoncobra3/finops-copilot

An end-to-end AI-powered FinOps platform that ingests cloud billing data, analyzes cost trends, answers natural-language questions using a RAG pipeline (LangChain + FAISS + sentence-transformers + Groq), and provides actionable cost optimization recommendations. Includes a FastAPI backend and Streamlit dashboard UI - fully containerized with Docker

ai-assistant cloud-cost-optimization cloud-enginee cost-analytics data-analysis devops docker faiss faiss-vector-database fastapi finops groq langchain llm pandas rag rag-pipeline sentence-transformers sqlite3 streamlit

Last synced: 13 Apr 2026

https://github.com/allelbhagya/kairos

climate policy chatbot using rag with tinyllama and faiss to answer questions from the ipcc for policymakers

faiss faiss-vector-database llama tinyllama

Last synced: 18 May 2026

https://github.com/amandeep-gupta19/chatbot

Created a custom chatbot using Langchain. Here's a summary of what I did: Data Extraction: I gathered data about technical courses from the Brainlox website using Langchain’s URL loaders. Embedding Creation & Storage: I converted this data into embeddings and stored it in a vector store for efficient searching. API Development: I built a Flask

data-extraction faiss-vector-database flask-restful langchain numpy scikit-learn vector-database webbaseloader

Last synced: 09 Apr 2026

https://github.com/eshan1347/sales-agent-chatbot

Implementation of a Sales Agent chatbot based on the GPT-2 model and Faiss using RAG approach

faiss faiss-vector-database generative-ai gpt-2 gradio huggingface-transformers llm

Last synced: 29 Jun 2025

https://github.com/mohd-faizy/rag-deepseek

Efficiently search and retrieve information from PDF documents using a Retrieval-Augmented Generation (RAG) approach. This project leverages DeepSeek-R1 (1.5B) for advanced language understanding, FAISS for high-speed vector search, and Hugging Face’s ecosystem for enhanced NLP capabilities. With an intuitive Streamlit interface and Ollama for mode

deepseek-r1 faiss-cpu faiss-vector-database huggingface langchain ollama rag retrival-augmented-generation streamlit

Last synced: 10 Apr 2026

https://github.com/sayamalt/smart-job-description-analyzer-using-langchain

Successfully developed an LLM application that intelligently analyzes job descriptions and compares them against uploaded resumes to provide actionable insights.

faiss-vector-database generative-ai langchain large-language-models llm-chain openai-chatcompletion prompt-engineering retrieval-augmented-generation retrieval-qa streamlit-webapp text-generation vector-database

Last synced: 29 Apr 2026

https://github.com/ria-19/reporag

The Open-Source Repository Intelligence System. A resilient RAG platform for code and documentation. Converse naturally with any codebase, wiki, or issue tracker to accelerate understanding and onboarding 10x

ai-assistant codeanalysis faiss-vector-database github langchain llm-application python rag

Last synced: 11 Apr 2026

https://github.com/shudhanshurp/claimcompanion-insurance-qna-chatbot

Streamlit Insurance QA bot using Langchain RAG & agentic workflow (priority/sentiment) with Gemini for context-aware PDF Q&A

agentic-framework faiss-vector-database gemini generative-ai huggingface-transformers langchain llm python python3 rag streamlit

Last synced: 11 Apr 2026