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Projects in Awesome Lists tagged with chromadb

A curated list of projects in awesome lists tagged with chromadb .

https://github.com/omjavia/doc_query_genie

Rag (Retreival Augmented Generation) Python solution with LLama3, LangChain, Ollama and ChromaDB in a Flask API based solution

chromadb langchain-python llama3-meta-ai ollama rag

Last synced: 19 Nov 2024

https://github.com/eliotjlee/holmes

Holmes is an interactive, text-based crime investigation game powered by a large language model (LLM). With each replay, the game offers a fresh narrative, ensuring a unique experience for players every time.

chromadb langchain langchain-python llm nlp openai-api retrieval-augmented-generation text-based-game

Last synced: 13 Nov 2024

https://github.com/elmezianech/fstt-knowledge-navigator-ai-chatbot-platform

The FSTT Chatbot Project is a full-stack MEAN application for the Faculty of Sciences and Technologies of Tangier. It uses an advanced Large Language Model (Ollama Llama3) and a Retrieval-Augmented Generation (RAG) approach, with JWT authentication for secure access and a vector database (ChromaDB) for accurate responses.

chatbot chromadb conversation-history data-scraping fastapi jwt-authentication langchain llama3 llm ollama rag web-development

Last synced: 22 Dec 2024

https://github.com/tommia/lrdisco2_rag_llama3

Large Language Model based Retrieval-Augemented-Generation of Land Rover Discovery 2 maintenance information

chromadb discovery2 gpt4all landrover llama3 llm maintenance rag

Last synced: 22 Dec 2024

https://github.com/aabboudi/multimodal-rag-api

Multimodal RAG system for LLMs served using FastAPI.

chromadb fastapi langchain python rag

Last synced: 10 Dec 2024

https://github.com/ricoledan/deloitte-insightbot

πŸ’¬ Retrieval Augmented Generation (RAG) system based on Deloitte's Weekly Global Economic Update

chromadb deloitte langchain llm python retrieval-augmented-generation

Last synced: 07 Dec 2024

https://github.com/saivarun2611/cold_email_generator_llama3.1

This project automates the generation of personalized cold emails by scraping job postings and matching them with a service company’s portfolio using AI. It leverages Langchain for web scraping, Llama 3.1 model for natural language generation, and Chroma DB to compare job requirements with portfolio data, ensuring relevant projects are highlighted

chromadb langchain llama3 python3

Last synced: 12 Oct 2024

https://github.com/kivanc57/chromadb_framework

This script demonstrates how to use the Chroma library for managing collections of text data. It sets up a client, creates or retrieves a collection, adds documents to it, and queries for the closest matching texts based on an input query. It leverages embeddings from a specified model to find and display the most relevant texts.

chromadb data-science database nlp python vector-database

Last synced: 16 Nov 2024

https://github.com/tlecomte13/example-rag-csv-ollama

This project uses LangChain to load CSV documents, split them into chunks, store them in a Chroma database, and query this database using a language model. It allows adding documents to the database, resetting the database, and generating context-based responses from the stored documents.

chroma chromadb csv langchain langchain-python ollama python

Last synced: 19 Nov 2024

https://github.com/ravi-teja-konda/osgpt

πŸš€ OSGPT: Accelerate Smart file Searches & Command Line Feats (ChatGPT 4 Plugin). A powerful plugin for ChatGPT Plus that dynamically loads documents , search files and allows CLI command execution.

ai awesome-gpt chatgpt-app chatgpt-bot chatgpt-plugin chatgpt-plugins chromadb command-line filesearching gpt-4 grep-like langchain langchain-python llm openai openai-api os osgpt python python3

Last synced: 15 Nov 2024

https://github.com/adhiiisetiawan/retrieval-augmented-generation

This repository contains exploration in retrieval augmented generation (RAG) specificily using Chroma

chromadb natural-language-processing retrieval-augmented-generation

Last synced: 15 Nov 2024

https://github.com/mabuonomo/ollama-rag-nodejs

This is a simple example of how to use the Ollama RAG (retrieval augmented generation) using Ollama embeddings with nodejs, typescript, docker and chromadb

chromadb docker embeddings ollama ollama-embeddings rag

Last synced: 22 Dec 2024

https://github.com/ghs-ai-club/guardian-rag-ai

An AI RAG Agent powered by a ChormaDB Backend and Meta Llama3

ai chromadb llama3 llms rag rag-agents

Last synced: 07 Dec 2024

https://github.com/ramchaik/facts

Facts is a simple RAG using Langchain, Ollama, and Chroma to answer queries based on provided data.

chromadb embeddings langchain llama3 ollama rag vector-database

Last synced: 15 Nov 2024

https://github.com/pablosanchez87/web_scrapping_chatbot

RAG basado en la plataforma Streamlit, que utiliza la API de OpenAI y LangChain para generar respuestas contextuales basadas en una base de datos de informes y conocimientos vectorizada.

api chromadb openai python rag robots-txt scraping sitemap sqlite3 streamlit

Last synced: 18 Nov 2024

https://github.com/madslundt/aws-rag

Query AWS docs using retrieval augmented generation

ai aws chromadb langchain rag

Last synced: 07 Dec 2024

https://github.com/jibril14/streamlit-similarity-search

Langchain, OpenAI and Streamlit app Data Already embedded, This app demonstrate, persistence database querying(Similarity search). Returns Top 2 -k when a user make a search.

chromadb langchain llm openai qdrant-vector-database similarity-search vectordb

Last synced: 22 Nov 2024

https://github.com/arya-io/email-generator

A Cold Email Generator that uses Groq Cloud, ChromaDB, Langchain, and Streamlit to automatically create personalized cold emails for job opportunities by extracting details from job listings.

ai aiforbusiness automation chromadb coldemailgenerator groqcloud jobapplication langchain llama31 machinelearning personalizedemails portfoliointegration streamlit techstack textprocessing

Last synced: 04 Dec 2024

https://github.com/yukta026/contextual-knowledge-search-platform

The Contextual Knowledge Search Platform is a chatbot interface designed to make information retrieval easy and efficient. It employs a Retrieval-Augmented Generation (RAG) model that leverages Cohere LLM for language understanding and Chroma DB for storing vector embeddings

chromadb cohere genai mongodb python3 rag

Last synced: 04 Dec 2024

https://github.com/vikashloomba/hellopdf

Run and deploy a GPT-4 powered PDF chatbot

chatgpt chroma chromadb gcp gpt-4 nextjs pdf

Last synced: 22 Nov 2024

https://github.com/coldestadam/llm_project

Personal Assistant to answer all questions about Adam!

chromadb langchain llms openai-api rag

Last synced: 04 Dec 2024

https://github.com/ankitrajput0096/dockerized-rag-app-for-qa

This project builds a Retrieval-Augmented Generation (RAG) system using Meta's Llama 2.0 (via Ollama), ChromaDB, and LangChain. It supports efficient document retrieval, general queries, and QA, enabling responses beyond the LLM's training data. The dockerized application exposes APIs via a Flask server.

chromadb docker docker-compose langchain llama ollama python3

Last synced: 26 Dec 2024

https://github.com/kenzic/langchain-recipe-bot

Repo for Medium tutorial "Talk to Your Notion Database with LangChain.js"

chromadb javascript langchain langchain-js notion notion-api notion-database

Last synced: 01 Dec 2024

https://github.com/sayamalt/langchain-for-information-retrieval-rag

This repository contains source code which encompasses usage of the Langchain framework to extract information from distinct types of documents and subsequently perform Retrieval Augmented Generation(RAG) on these documents as well.

chatbot chromadb content-engine data-extraction embeddings information-retrieval langchain openai-api retrieval-augmented-generation vector-database vector-database-embedding

Last synced: 22 Dec 2024

https://github.com/heathknowles/movieanalyzer

Movie Analyzer using wikipedia api,Langchain and Chroma DB

chromadb langchain mistralai wikipedia-api

Last synced: 22 Dec 2024

https://github.com/muhammadusman-10/ci-python

Repo containing, code done in python for creating Chatbots, interacting with LLMs, etc.

chatbots chromadb computational-intelligence langchain llms openai vector-database

Last synced: 22 Dec 2024

https://github.com/chdl17/ai-document-retrieval-using-llama

This project implements an AI-powered pipeline to retrieve relevant document chunks and answer user queries based on PDF documents.

chromadb huggingface langchain llama3 meta streamlit

Last synced: 22 Dec 2024

https://github.com/runtime-error786/docdialogue

In that Project user upload document and ask question related to that document.

chromadb langchain-python llama3 llm streamlit

Last synced: 05 Dec 2024

https://github.com/ahmadhuss/rag-chromadb

A RAG overview that utilizes a PDF and JSON file using OpenAI's language model (LLM).

chromadb langchain llm openai rag

Last synced: 02 Dec 2024

https://github.com/ankitrajput0096/rag-document-qa-using-llama2-chromadb

This project implements a Retrieval-Augmented Generation (RAG) system using Llama 2.0, LangChain, and ChromaDB for document-based question answering. It retrieves relevant documents from a vector database and generates accurate responses, leveraging HuggingFace embeddings and LangChain for seamless integration without fine-tuning the model.

chromadb langchain llama2 rag transformers

Last synced: 22 Dec 2024

https://github.com/gbikram/threatintelrag

Experimental RAG that consumes Cyber Security articles via RSS

chromadb cyber cybersecurity cyberthreatintelligence experminental langchain llm ollama rag threatintel

Last synced: 22 Dec 2024

https://github.com/zzarif/resumechat-ai

Llama RAG app to chat with Applicants' Resume and Extension for LinkedIn

chatbot chromadb chrome-extension crossencoder fastapi huggingface langchain ollama poetry rag sentence-transformers sseclient streamlit

Last synced: 28 Nov 2024

https://github.com/seungjaelim/rag.tutorial

KAIST cs632 Embedded OS Exercise

all-minilm-l6-v2 chatgpt-api chromadb rag

Last synced: 02 Dec 2024

https://github.com/seungjaelim/generaser

[ICISTS 2024 Hackafair Gold Award for 1st Place] GenEraser: A Customizable Profanity Filtering Service for Each Community with Automatically Updating Filters using RAG

chromadb fastapi openai-chatgpt rag react

Last synced: 02 Dec 2024

https://github.com/lzytitan494/simplest-rag

A Retrieval-Augmented Generation (RAG) pipeline for laptop-related issues using Langchain and Chroma DB

chromadb langchain llama3 nomic-embed-text ollama python rag

Last synced: 22 Dec 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: 22 Dec 2024

https://github.com/thee-unruly/gen-ai-_cold-email-generator

This project leverages LangChain and Groq to provide real-time data-driven insights for job postings. It extracts job information from websites, aggregates relevant data into a Chroma database, and generates customized email templates for outreach based on the job descriptions.

beautifulsoup4 chromadb groq-api langchain pandas-library

Last synced: 17 Dec 2024

https://github.com/abelmou/rag-healthcare-assistant

RAG-Powered Healthcare Assistant is an AI-driven tool using Retrieval-Augmented Generation (RAG) with multilingual support (Darija, Arabic, English) to provide personalized health info. It features Prescription OCR, multilingual queries, and a Pharmacy Locator to offer tailored, accurate healthcare responses and services.

ai-healthcare-assistant chainlit chromadb darija deep-learning health-chatbot langchain llama llama3 machine-learning medical-records multilingual-support ollama pharmacy-locator prescription-ocr rag rag-healthcare-assistant streamlit

Last synced: 22 Dec 2024

https://github.com/kowshik24/web-bot

Web Bot is an bot that chat with any Website and get the information from the website using Langchain and Web Scraping.

beautifulsoup4 chromadb langchain openai-api streamlit

Last synced: 13 Dec 2024

https://github.com/moashour93/construction_private_gpt

A versatile document query chatbot powered by GPT-4ALL and Llama, supporting multi-format document ingestion and efficient retrieval using embeddings and ChromaDB. Ideal for transforming unstructured data into insights interactively.

chatbot chromadb documents gpt4all llama llama-index python queries rag

Last synced: 22 Dec 2024

https://github.com/jhaayush2004/fixing-lost-in-the-middle-phenomenon

The phenomenon refers to the degradation of model performance on tokens in the middle of long sequences, where the model tends to focus more on the beginning and end tokens, losing context in the middle.

chromadb compression filtering rag reranking

Last synced: 24 Dec 2024

https://github.com/mcaimi/quarkus-rag-augmentor

Retrieval Augmented Generation Demo with Quarkus

chromadb demo langchain4j ollama quarkus rag

Last synced: 18 Dec 2024

https://github.com/aiafterdark/ai-url-read

A Python-based documentation assistant that uses local LLMs to crawl websites, process content, and provide intelligent Q&A capabilities with source citations.

beautifulsoup4 chromadb documentation-analysis knowledge-base langchain local-llm ollama python question-answering rag vector-database web-crawler

Last synced: 18 Dec 2024

https://github.com/laksh2005/gailbot

GAIL Automated Information & Learning Bot

chromadb flask gsap huggingface javascript mongodb node-js python react-router reactjs

Last synced: 19 Dec 2024

https://github.com/msf-nabi/nabi_ai

λͺ…μ§€λŒ€ν•™κ΅ 제 3회 창의적 SWν”„λ‘œκ·Έλž¨ κ²½μ§„λŒ€νšŒ 총μž₯상 'λŒ€μƒ' μˆ˜μƒμž‘ - λ‚˜μ˜ λΉ„λ°€ 친ꡬ, <λ‚˜λΉ„> LLM λͺ¨λΈ

chromadb fastapi gpt-4o-mini langchain python

Last synced: 24 Dec 2024

https://github.com/dudesoccer123/cold-email-generator-langchain-project

This project uses LangChain, LLaMA 70B, and Groq to draft professional cold emails through a Streamlit interface. Users input a job link, and the LLaMA 70B model generates an email for the hiring manager. It leverages Chroma DB to dynamically add relevant portfolio links.

ai chromadb email groq-api langchain llama streamlit-webapp

Last synced: 25 Dec 2024

https://github.com/yussufbiyik/langchain-chromadb-rag-example

My attempt at implementing RAG on Ollama and other LLM services using chromadb and langchain while also providing an easy to understand, clean code for others since nobody else does

ai chromadb langchain ollama rag retreival-augmented-generation

Last synced: 25 Dec 2024

https://github.com/wassupansh/q-a-system-for-retail-sales-using-google-palm-llm

This project is an end-to-end implementation of a Natural Language Q&A system that allows store managers to interact with retail sales data using natural language queries. The system leverages the power of Google PaLM, LangChain, and MySQL to convert user questions into SQL queries, execute them, and return meaningful results.

chromadb genai huggingface langchain llm mysql python sql streamlit

Last synced: 08 Dec 2024

https://github.com/gkvoelkl/python-geochat

Talk with a Digital Twin In Natural Language

chromadb digital-twins llama-i llm ollama openai-api python streamlit

Last synced: 21 Dec 2024

https://github.com/0xzee/streamlit_mongodb_rag_app

Streamlit ChatBot app to RAG into MongoDB Atlas Documents

atlas chromadb cohere-embeddings groq llama-index llama3-2 mongodb rag streamlit

Last synced: 06 Dec 2024

https://github.com/surajiyer/llm-playground

A list of projects to play and get familiar with Large-language models

chromadb large-language-models llm python scraping vector-database

Last synced: 10 Dec 2024

https://github.com/shankhadweep/ollama-pdf-reader

A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.

chromadb jupyter-notebook langchain llama3 mistral ollama ollama-gui python streamlit

Last synced: 22 Dec 2024

https://github.com/suraj-k-gupta/ai-projects-nodejs

This repository covers OpenAI Function Calling, embeddings, similarity search, recommendation systems, LangChain, vector databases (Pinecone, ChromaDB), and HuggingFace, showcasing AI-powered solutions with Node.js and TypeScript.

ai chromadb functioncalling huggingface langchain ml nodejs openai pinecone similarity typescript vectordbs

Last synced: 28 Dec 2024

https://github.com/kvdomingo/genai-lab

GenAI playground maximizing the use of open-source software and models

chromadb dagster langchain nvidia-cuda ollama openai python

Last synced: 17 Dec 2024

https://github.com/nayeem01/chat-with-docs

A chat application that helps users communicate about their documents.

chromadb daisyui fastapi langchain nextjs14 python websocket

Last synced: 19 Nov 2024

https://github.com/presizhai/gemini-quizzify

This project develops a solution called Quiz Builder, which dynamically generates quizzes based on user-provided documents, ranging from textbooks to scholarly papers. The tool offers a tailored learning experience with instant feedback and comprehensive explanations, facilitating deeper comprehension and retention of knowledge.

ai chromadb google-api google-cloud-platform google-gemini-ai google-generative-ai langchain machine-learning streamlit vertex-ai

Last synced: 10 Oct 2024

https://github.com/alaazameldev/text-based-search-engine

Implementation of a search engine using TF-IDF and Word Embedding-based vectorization techniques for efficient document retrieval

chromadb fastapi gensim-word2vec nltk numpy precision-recall python scikit-learn tf-idf-vectorizer

Last synced: 10 Oct 2024

https://github.com/stacksapien/smart-doc-search

An open-source Streamlit app that lets you upload, query, and retrieve answers from your PDF and CSV files using LangChain, ChromaDB, and OpenAI's GPT-3.5. Perfect for document-based QA systems!

ai-application chromadb csv document-query gpt-3-5-turbo gpt3 langchain machine-learning open-source openai pdf qa streamlit

Last synced: 28 Dec 2024

https://github.com/asvch/ask_docs

LLM AI chatbot using Advanced Retrieval Augmented Generation (RAG), Langchain, and Streamlit to answer questions about information contained in numerous files.

chromadb langchain rag ragas streamlit

Last synced: 12 Nov 2024

https://github.com/mcaimi/chromadb-ingestor

Simple ChromaDB Text Ingestor

ai chromadb example langchain ollama python vectorstore

Last synced: 16 Nov 2024

https://github.com/kts-o7/documentor

A local Rag implementation to chat with anything !

chromadb generative-ai ollama ollama-rag pdf pdfchat rag

Last synced: 10 Nov 2024

https://github.com/buildwithlal/langchain-basics-using-pinecone-chromadb-openai

This repo provides a comprehensive guide to mastering LangChain, covering everything from basic to advanced topics with practical code examples in Python. Whether you're working with chains, agents, or document loaders, this repository offers a complete learning experience

chromadb langchain langchain-agent langchain-chains langchain-python openai pinecone serpapi wikipedia-api

Last synced: 02 Jan 2025

https://github.com/aivle4th-team3/student-ai-package

LangChain ν”Œλž«νΌμ„ ν†΅ν•œ LLM, κΈ°μ–΅μ €μž₯μ†Œ, ν”„λ‘¬ν”„νŠΈ μ—”μ§€λ‹ˆμ–΄λ§ κ΅¬ν˜„ νŒ¨ν‚€μ§€

chromadb faiss gemini-api huggingface langchain ollama openai-api pinecone

Last synced: 23 Nov 2024

https://github.com/thirdeyeinfo/chat-with-webs

Chat with any website using Python and Langchain

beautifulsoup4 chromadb langchain openai openai-embeddings python3 streamlit

Last synced: 10 Nov 2024