An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: pgvector

langchain4j/langchain4j

Java version of LangChain

Language: Java - Size: 13.1 MB - Last synced at: about 1 hour ago - Pushed at: 1 day ago - Stars: 7,442 - Forks: 1,371

danny-avila/rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

Language: Python - Size: 28.2 MB - Last synced at: about 15 hours ago - Pushed at: 3 days ago - Stars: 500 - Forks: 200

kiyoshi-work/app-server

A backend utility service built with NestJS, featuring a 3-layer architecture for API management, worker processes, blockchain interactions, AI capabilities, and game services. Utilizes TypeScript, PostgreSQL, Redis, and Docker for scalability.

Language: TypeScript - Size: 863 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

StabRise/scaledp-chat

Chat over the git repository code built on LangChain, LangGraph, PGVector, FastApi, SqlAlchemy for frontend based on AI SDK

Language: Python - Size: 1.09 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 1

superlinear-ai/raglite

๐Ÿฅค RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite

Language: Python - Size: 894 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 927 - Forks: 84

neondatabase/yc-idea-matcher

Submit your idea and get a list of similar ideas that YCombinator has invested in in the past.

Language: TypeScript - Size: 1.75 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 155 - Forks: 19

LesterKen1904/api_gateway_worker

Workers ๅไปฃ

Language: JavaScript - Size: 20.5 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

1Panel-dev/MaxKB

๐Ÿ’ฌ MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.

Language: Python - Size: 46.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 16,464 - Forks: 2,129

robinsalehjan/pop-choice

Movie recommendation app utilising OpenAI API, CloudFlare Workers, CloudFlare AI Gateway, CloudFlare Pages, Supabase/PostgreSQL with PGVector extension for semantic search capabilities

Language: TypeScript - Size: 799 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

build-on-aws/rag-golang-postgresql-langchain

Implement RAG (using LangChain and PostgreSQL) for Go applications to improve the accuracy and relevance of LLM outputs

Language: Go - Size: 189 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 6

khteh/rag-agent

Python LLM-RAG ReAct agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.

Language: Python - Size: 6.03 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

ballerina-platform/module-ballerinax-pgvector

Vector operations for PostgreSQL DB similar to PGVector

Size: 6.84 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

rogervinas/spring-boot-ai

๐Ÿ€ ๐Ÿค– Spring Boot AI - Evaluation Testing

Language: Kotlin - Size: 414 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 1

supabase/supabase

The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

Language: TypeScript - Size: 1.57 GB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 82,118 - Forks: 8,482

1712n/vector-similarity-search

A Cloudflare Worker that calculates cosine similarity between vector embeddings across topic-industry pairs to power relevance-based search.

Language: TypeScript - Size: 135 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 0

mzarnecki/php-rag

This application uses LLMs like DeepSeek, GPT-4o, Claude, Gemini2 or Llama, Mixtral (locally) in order to generate text based on the user input. The user input is used to retrieve relevant information from the database and then the retrieved information is used to generate the text. This approach combines power of LLMs and access to source documen

Language: PHP - Size: 8.13 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 46 - Forks: 3

Azure-Samples/rag-postgres-openai-python

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

Language: Python - Size: 6.88 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 362 - Forks: 375

bigsk1/supa-crawl-chat

Integrates Supabase with Crawl4AI and AI Chat to create a powerful web crawling and semantic search solution. Streamlit supabase data visualization. Run all in Docker. API and more!

Language: Python - Size: 1.69 MB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 11 - Forks: 0

corpora-inc/corpora

Corpora is a self-building corpus that can help build other arbitrary corpora

Language: Python - Size: 611 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 4 - Forks: 1

neondatabase/db-per-tenant

Example chat-with-pdf app showing how to provision a dedicated database instance for each user. In this app, every database uses pgvector for similarity search. Powered by Neon

Language: TypeScript - Size: 1.27 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 50 - Forks: 5

aws-samples/aws-genai-llm-chatbot

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

Language: TypeScript - Size: 82.6 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1,232 - Forks: 373

rokbenko/ai-playground

Code from tutorials presented on the "Code AI with Rok" YouTube channel

Language: Python - Size: 150 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 267 - Forks: 67

MrSaviYa2312/scaledp-chat

Chat over the git repository code built on LangChain, LangGraph, PGVector, FastApi, SqlAlchemy for frontend based on AI SDK

Language: Python - Size: 901 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

rajadilipkolli/ai-playground

AI implementation using langchain4j and springAI frameworks with Java

Language: Java - Size: 1.06 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 11 - Forks: 4

tuantailtt/linkedin-saved-posts-ai

Scrape, classify & chat over your LinkedIn Saved Posts with Supabase, pgvector, Vercel Edge Functions, Playwright MCP and OpenRouter + OpenAI LLMs.

Size: 4.88 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

supabase/vecs

Postgres/pgvector Python Client

Language: Python - Size: 6.6 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 252 - Forks: 35

Angular2Guy/AIDocumentLibraryChat

A project to show howto use SpringAI with OpenAI to chat with the documents in a library. Documents are stored in a normal/vector database. The AI is used to create embeddings from documents that are stored in the vector database. The vector database is used to query for the nearest document. That document is used by the AI to generate the answer.

Language: Java - Size: 4.35 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 30 - Forks: 12

zarinfam/employee-chatbot

๐Ÿค– Tutorial: Spring AI, OpenAI, Llama and RAG

Language: Java - Size: 50.8 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 5

cf-toolsuite/sanford

Sanford utilizes LLMs, a storage bucket, and a Vector store to search for and/or summarize documents that you upload.

Language: Java - Size: 4.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 1

semasuka/Talk-to-your-PDF

An application that enable the users to upload PDF files and ask questions regarding their content using Retrieval Augmented Generation (RAG)

Language: Python - Size: 37.4 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 20 - Forks: 3

CodelyTV/ai-search_engine_with_rag-course

AI: Search engine using RAG course examples

Language: HTML - Size: 4.21 MB - Last synced at: about 2 hours ago - Pushed at: 5 months ago - Stars: 15 - Forks: 5

niklas-xgh-dev/TuskVector

RAG FastAPI Framework on PostgreDB

Language: Python - Size: 140 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

kjaymiller/multi_service_ai_request

AI Personal Assistant using content created by @kjaymiller

Language: Python - Size: 10.7 KB - Last synced at: about 11 hours ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

soranoo/face-recognition-api

This API provides endpoints for managing similar faces in a database. The API is built using FastAPI and PostgreSQL with PGVector for storing face embeddings.

Language: Python - Size: 30.3 KB - Last synced at: 2 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

BjornMelin/linkedin-saved-posts-ai

Scrape, classify & chat over your LinkedIn Saved Posts with Supabase, pgvector, Vercel Edge Functions, Playwright MCP and OpenRouter + OpenAI LLMs.

Size: 6.84 KB - Last synced at: 14 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

karailker/awesome-docker-compose

A curated collection of Docker Compose configurations for popular services like PostgreSQL, Kafka, Elasticsearch, Redis, RabbitMQ, MinIO, and more. Simplify your development and deployment workflows with ready-to-use setups.

Size: 34.2 KB - Last synced at: 9 days ago - Pushed at: 17 days ago - Stars: 2 - Forks: 1

aronweiler/assistant

An intellligent AI assistant that can do anything!

Language: Python - Size: 14.8 MB - Last synced at: about 14 hours ago - Pushed at: about 1 year ago - Stars: 54 - Forks: 11

agoodway/vecto

Hybrid Search with Postgres and Ecto

Language: Elixir - Size: 24.4 KB - Last synced at: about 20 hours ago - Pushed at: 7 months ago - Stars: 58 - Forks: 3

m-abdelwahab/build-smarter-chatbots-workshop

Build an AI-powered chatbot that is able to access external data to provide the most accurate answer

Language: TypeScript - Size: 133 KB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 9 - Forks: 1

1712n/dedup-service

A high-performance service designed to eliminate duplicate and near-duplicate content, ensuring diversity and token uniqueness in datasets. Built on Cloudflare Workers.

Language: TypeScript - Size: 128 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

aelmah/amalelmahraoui-appointment-system-v1

A microservices based Appointment System using Spring Boot - Spring AI ..

Language: Java - Size: 3.08 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

Oneirocom/Magick

Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!

Language: TypeScript - Size: 230 MB - Last synced at: 28 days ago - Pushed at: about 2 months ago - Stars: 788 - Forks: 127

Zigr/docker_labs

Docker image of PostgreSQL with vector database extension **pgvector** on Alpine Linux.

Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SkywalkerDarren/chatWeb

ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

Language: Python - Size: 98.6 KB - Last synced at: 20 days ago - Pushed at: 11 months ago - Stars: 905 - Forks: 134

initialcapacity/ai-starter

A starter application that shows data collection, embedding creation and querying, and text completion with OpenAI.

Language: Go - Size: 278 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

different-ai/embedbase

A dead-simple API to build LLM-powered apps

Language: TypeScript - Size: 23.4 MB - Last synced at: 27 days ago - Pushed at: 5 months ago - Stars: 508 - Forks: 53

svyoung/notes-search-ai-api

Back end for Notes app with RAG powered search

Language: Python - Size: 19.5 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

brevia-ai/brevia

Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs

Language: Python - Size: 881 KB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 3

griffio/sqldelight-pgvector-module-app

SqlDelight module for PgVector extension

Language: Kotlin - Size: 53.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

timescale/vector-cookbook

Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

Language: Jupyter Notebook - Size: 8.53 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 119 - Forks: 46

timescale/private-rag-example

Private RAG app sample using Llama3, Ollama and PostgreSQL

Language: Jupyter Notebook - Size: 336 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 47 - Forks: 11

cloudberry-contrib/pgvector

pgvector for Cloudberry Database

Language: C - Size: 1.34 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 3

mazzasaverio/fastapi-your-data

Learning journey to develop a scalable and modular backend to manage your data and solve your problems

Language: Python - Size: 3.08 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 51 - Forks: 7

orm011/pgserver Fork of michelp/postgresql-wheel

Pip-installable, embedded-like postgres server for your python app

Language: Python - Size: 1.08 MB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 61 - Forks: 5

Akash-m-SE/vector-verse

A Next.js web application for interacting with PDF documents through a chat interface. It enables users to create, manage, and query PDF content, delivering contextual insights based on document information.

Language: TypeScript - Size: 2.44 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

DiscovAI/DiscovAI-search

๐Ÿ” DiscovAI-Search: An AI-powered search engine for AI tools and custom data. Built with Next.js, OpenAI, Supabase, and more. Features vector-based search, Redis caching, and LLM-powered responses.

Language: TypeScript - Size: 955 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 222 - Forks: 25

neondatabase-labs/azure-tenant-ai-chat

Multi-user RAG chat in Azure powered by Neon Serverless Postgres

Language: TypeScript - Size: 2.83 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 0

pgvectorBench/pgvectorBench

A lightweight, fast, flexible, and easy-to-use benchmarking tool dedicated to pgvector.

Language: C++ - Size: 51.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 1

Vyngard/rag-sample-project

A simple RAG (Retrieval-Augmented Generation) system where you can upload your documents, ask questions about them, and receive relevant answers.

Language: Python - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

domenicocinque/sentence-search

Similarity search with FastAPI + Pgvector

Language: Python - Size: 132 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

grafana/vectorapi ๐Ÿ“ฆ

pgvector + embeddings API

Language: Python - Size: 559 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 4

musashi-47/ollama_rag

fully local RAG system using ollama and faiss

Language: Python - Size: 1.36 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Ritesh2351235/nutrition-ai

NutritionAI is an AI-driven application that allows users to upload meal images for nutritional analysis. It provides personalized dietary recommendations based on user profiles and food item embeddings.

Language: JavaScript - Size: 2.77 MB - Last synced at: 27 days ago - Pushed at: 6 months ago - Stars: 18 - Forks: 5

daymade/tiktok-whisper

Batch convert video to text using openai's whisper or the local coreML via whisper.cpp on your MacBook

Language: Go - Size: 280 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 68 - Forks: 5

BarnacleLabs/RAGmatic

A pragmatic approach to continuously vectorize your PostgreSQL tables with the flexibility of your own embedding pipelines.

Language: TypeScript - Size: 1.99 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 10 - Forks: 0

cf-toolsuite/robert

A utility service backed by Spring AI that will help you refactor source in a Git repository. Contains a naive implementation to support refactoring Java application source.

Language: Java - Size: 851 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

madarco/ragrabbit

Open Source, Self-Hosted, AI Search and LLM.txt for your website

Language: TypeScript - Size: 6.84 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 6

dsaikiran01/Toy-Store-Search-App

Toy Store Search App is an AI-powered toy shopping application that allows users to search for toys using text, images, or even design custom creations. Built with Spring Boot and Python, it integrates with Google Cloud technologies like AlloyDB, pgvector, Gemini 2.0 Flash, and Imagen 3.

Language: HTML - Size: 70.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Syed007Hassan/Investment-Search

This application implements an advanced company search and ranking system using a hybrid search approach that combines vector similarity search (using PgVector) and traditional full-text search in PostgreSQL.

Language: Python - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

gvsdaefsdfs/aws-bedrock-multi-agent-blueprint

Blueprint for running AWS Bedrock Multi-Agent AI collaboration with CDK, Streamlit and LangFuse

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Oaklight/vectorsearch

Dockerized vector database based on pgvector, pgvectorscale and pg_search

Language: Makefile - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

yuniko-software/kernel-memory-ecommerce-sample

Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

Language: C# - Size: 249 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 0

tmcarmichael/retrieval-augmented-generation-pipeline

Containerized Retrieval Augmented Generation POC with pgvector similarity search and huggingface pre-trained flan-t5-small LLM

Language: Python - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

supabase-community/deno-fresh-openai-doc-search

Template for building your own custom ChatGPT style doc search powered by Fresh, Deno, OpenAI, and Supabase.

Language: TypeScript - Size: 136 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 99 - Forks: 9

SaiUpadhyayula/spring-ai-rag-ollama

This project contains source code to demonstrate the usage of Retrival Augmented Generation (RAG) feature using Spring AI using PG Vector as the Database and Ollama as the Local LLM

Language: Java - Size: 1.88 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

HamedMP/NextRag

Next.js RAG with PGVector

Language: TypeScript - Size: 1.27 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 18 - Forks: 4

dlamendola/TheNextRecommendation

A recommendation service for Star Trek: TNG using natural language

Language: C# - Size: 701 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mazzasaverio/terraform-gcp-cloud-run

Terraform code to instantiate a Cloud Run V2 connected to a Postgres Cloud SQL, on which the pgvector extension will be enabled, with a connection to Redis and continuous deployment through the automatic trigger of Cloud Build.

Language: HCL - Size: 7.33 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 2

mdrxy/album-wiz

ID vinyl records with Computer Vision & fetch metadata for radio DJs

Language: Jupyter Notebook - Size: 645 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 1

tomlin7/AI-research-assistant

Semantic document search system with pgvector and PGAI

Language: Python - Size: 50.8 KB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 2

cognirum/pgvector

Convenience Docker Postgres images with pre-installed pgvector

Language: JavaScript - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

raonigabriel/simple-rag

This project uses Spring AI and PGvector to demonstrate retrieval via semantic search with vector embeddings.

Language: Java - Size: 18.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rcdmk/go-rag-search

A PoC of RAG (Retrieval Augmented Generation) using pgvector with llama

Language: Go - Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

thinknimble/embeddings-search-demo

Prototype app enabling job description search using natural language description of a job seeker.

Language: Python - Size: 174 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 68 - Forks: 14

mazzasaverio/fastapi-langchain-rag

(Let's start with a) Scalable question-answering system utilizing FastAPI, LangChain (LCEL), and PGVector, featuring an ingestion pipeline. Deployed on GCP Cloud Run via Terraform.

Language: Python - Size: 397 KB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 2

gannonh/chatgpt-pgvector

ChatGTP (gpt3.5-turbo) starter app

Language: TypeScript - Size: 4.39 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 938 - Forks: 130

zkfmapf123/llm-word-chain-game

word chain game

Language: Go - Size: 38.1 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

tejas-130704/PDF_Assistant

Open-Source PDF Assistant: This tool allows users to ask questions based on the content of a PDF by simply providing a link to the document. It leverages Docker to create a vector database using pgvector for efficient text retrieval, ensuring unlimited queries without OpenAI embedder limitations. ๐Ÿš€๐Ÿ“„

Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

jpcaparas/demo-laravel-scout-pgvector

A restaurant search engine demo using Laravel Scout + pgvector + OpenAI embeddings for semantic search (with an API Platform playground)

Language: PHP - Size: 3.54 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

raidendotai/mgs-codec-ai

Metal Gear Solid codec calls Chrome extension , with realtime AI & local vector DB

Language: JavaScript - Size: 24.8 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 11 - Forks: 4

akihokurino/self-rag-chat

self rag sample

Language: Python - Size: 3.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

akihokurino/embedding-search

pdf embedding search sample

Language: Python - Size: 1.07 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

balaji1233/Financial_Report_Analysis_Agent

A crew of 4 Agents Web Search-Based Research Agent,Retrieval-Augmented Generation (RAG),AI-Driven Stock Market Analysis,Automated Evaluation Framework

Language: Jupyter Notebook - Size: 103 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

yukaty/vector-search-api

FastAPI application implementing book similarity search

Language: Python - Size: 9.77 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 3

waitingsong/paradedb

ParadeDb JavaScript Client Library

Language: TypeScript - Size: 271 KB - Last synced at: 19 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

codingforentrepreneurs/talk-to-django

Learn how to talk to Django as any human should -- e.g. Semantic Search and Text-to-SQL.

Language: Jupyter Notebook - Size: 99.6 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 27 - Forks: 8

nthe/microsearch

Lazy developer's search over PostgreSQL + pgvector. Good for PoCs and prototypes.

Language: Python - Size: 66.4 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

andreiramani/pgvector_pgsql_windows

pgvector extension, binary compiled in Microsoft Windows with PostgreSQL

Size: 639 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

aws-samples/rss-aggregator-using-cohere-embeddings-bedrock

A sample rss aggregator application demonstrating the use of Cohere Embeddings

Language: TypeScript - Size: 3.37 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 1

dblock/vectordb-hello-world

Examples of vector DB indexing and query with various vector databases.

Language: Python - Size: 64.5 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 12 - Forks: 6