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Projects in Awesome Lists tagged with pgvector

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

https://github.com/supabase/supabase

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

ai alternative auth database deno embeddings example firebase nextjs oauth2 pgvector postgis postgres postgresql postgrest realtime supabase vectors websockets

Last synced: 05 Feb 2026

https://github.com/1panel-dev/maxkb

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

chatbot deepseek-r1 knowledgebase langchain llama3 llm maxkb mcp-server ollama pgvector qwen3 rag

Last synced: 10 Feb 2026

https://github.com/1Panel-dev/MaxKB

💬 Ready-to-use, flexible RAG Chatbot.

chatbot knowledgebase langchain llm maxkb ollama pgvector rag

Last synced: 24 Mar 2025

https://github.com/langchain4j/langchain4j

LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.

anthropic chatgpt chroma embeddings gemini gpt huggingface java langchain llama llm llms milvus ollama onnx openai openai-api pgvector pinecone vector-database

Last synced: 08 Oct 2025

https://github.com/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

amazon-bedrock aurora aws bedrock cdk chatbot claude genai huggingface idefics kendra langchain llm opensearch opensearch-serverless pgvector sagemaker semantic-search vectordb

Last synced: 14 May 2025

https://github.com/gannonh/chatgpt-pgvector

ChatGTP (gpt3.5-turbo) starter app

gpt-3 gpt-35-turbo openai pgvector supabase

Last synced: 12 Apr 2025

https://github.com/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.

ai chatgpt crawler docx embedding faiss gpt gpt-35-turbo news-extractor newspaper openai pdf pgvector postgresql vector-database

Last synced: 25 Oct 2025

https://github.com/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.

ai chatgpt crawler docx embedding faiss gpt gpt-35-turbo news-extractor newspaper openai pdf pgvector postgresql vector-database

Last synced: 30 Mar 2025

https://github.com/danny-avila/rag_api

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

api api-rest embeddings fastapi langchain pgvector postgresql psql python rag vector vector-database

Last synced: 15 May 2025

https://github.com/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.

ai-azd-templates azd-templates azure-container-apps azure-openai containers fastapi openai pgvector postgres postgresql python

Last synced: 24 Mar 2025

https://github.com/supabase/vecs

Postgres/pgvector Python Client

ai embeddings pgvector postgres vectors

Last synced: 15 May 2025

https://github.com/discovai/discovai-search

🔍 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.

ai-search-engine ai-tools ai-tools-directory chatbot jina llm nextjs14 openai pgvector redis supabase tailwindcss upstash vector-search-engine

Last synced: 08 Oct 2025

https://github.com/DiscovAI/DiscovAI-search

🔍 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.

ai-search-engine ai-tools ai-tools-directory chatbot jina llm nextjs14 openai pgvector redis supabase tailwindcss upstash vector-search-engine

Last synced: 17 Jul 2025

https://github.com/neondatabase/yc-idea-matcher

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

nextjs openai pgvector postgres postgresql redis serverless tailwindcss vercel-deployment

Last synced: 13 Aug 2025

https://github.com/smalltong02/keras-llm-robot

A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

chatbot chatgpt faiss fastchat gemini knowledgebase llm milvus multimodal pgvector rag speech-to-text streamlit text-to-speech vectorization

Last synced: 20 Apr 2025

https://github.com/timescale/vector-cookbook

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

approximate-nearest-neighbor-search langchain llamaindex llm nearest-neighbor-search pgvector postgresql python tutorials vector-database vector-search vector-similarity

Last synced: 07 May 2025

https://github.com/supabase-community/deno-fresh-openai-doc-search

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

chatgpt deno fresh github-action openai pgvector postgres supabase

Last synced: 14 Apr 2025

https://github.com/thinknimble/embeddings-search-demo

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

ai django pgvector postgresql

Last synced: 09 Oct 2025

https://github.com/daymade/tiktok-whisper

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

coreml openai pgvector podcast postgresql sqlite tiktok whisper whisper-cpp xiaoyuzhou

Last synced: 15 Apr 2025

https://github.com/andreiramani/pgvector_pgsql_windows

pgvector - a PostgreSQL extension (native compiled in Microsoft Windows environment)

llm nlp pgsql pgvector plsql postgresql rag vector vector-database

Last synced: 03 Mar 2026

https://github.com/mazzasaverio/fastapi-your-data

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

alembic api backend devops docker fastapi gcp microservice orm pgvector postgres sqlalchemy2 terraform

Last synced: 11 Apr 2025

https://github.com/timescale/private-rag-example

Private RAG app sample using Llama3, Ollama and PostgreSQL

llama3 ollama pgvector rag

Last synced: 10 Apr 2025

https://github.com/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

ai multitenancy pgvector postgres postgresql vector-database

Last synced: 08 Apr 2025

https://github.com/relaterai/relater

Get AI newsletter recommendations tailored to developers and startups using ChatGPT prompt.

embedding gpt-4 langchain newsletter openai pgvector prisma prompt

Last synced: 31 Jul 2025

https://github.com/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

amazon-bedrock generative-ai golang langchain large-language-models pgvector postgresql

Last synced: 06 May 2025

https://github.com/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.

ai angular angular-material chatgpt deepseek-coder embeddings gradle java liquibase llava llm mixtral-8x7b ollama pgvector postgresql spring-ai spring-boot sqlcoder typescript vector-database

Last synced: 28 Jun 2025

https://github.com/codingforentrepreneurs/talk-to-django

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

django embeddings jupyter llama llamaindex neon ollama openai pgvector postgresql sentence-transformers

Last synced: 25 Oct 2025

https://github.com/brevia-ai/brevia

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

ai api-rest fastapi information-extraction information-retrieval langchain llm pgvector postgresql rag

Last synced: 13 Aug 2025

https://github.com/bjornmelin/tripsage-ai

✈️ AI-powered travel planning system with budget optimization, multi-source search, and personalized recommendations built on Vercel AI SDK v6, Supabase + PGVector, Upstash Redis + QStash, and NextJS 16, TailwindCSS

accommodation-search ai-agents ai-sdk-v6 ai-travel-assistant budget-optimization flight-search itinerary-generator knowledge-graph multi-agent-system nextjs16 pgvector streamlit-ui supabase travel-planner travel-recommendations trip-planning upstash-qstash upstash-redis vercel-ai-sdk

Last synced: 03 Feb 2026

https://github.com/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.

cloud-infrastructure cloud-run devops gcp gcp-cloud-build gcp-compute-engine gcp-sql google google-cloud google-cloud-platform iaac pgvector rag terraform terraform-automation

Last synced: 14 Oct 2025

https://github.com/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)

ai cosine-similarity embeddings google-drive-api gpt-4 intent-classification llm openai openai-api pgvector postgresql python rag similarity-search sqlalchemy streamlit text-moderation vector-database vector-search

Last synced: 29 Apr 2025

https://github.com/grafana/vectorapi

pgvector + embeddings API

document-retrieval embeddings llms pgvector

Last synced: 19 Oct 2025

https://github.com/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.

aws-ec2 nodejs ollama-api pgai pgvector postgresql reactjs vercel

Last synced: 11 Jul 2025

https://github.com/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!

crawl4ai crawler docker embeddings fastapi gpt-4o openai-api pgvector postgresql scraping streamlit supabase

Last synced: 09 Jul 2025

https://github.com/no-country-simulation/h3-24-proptech-java-react

Financia.al es una plataforma web que facilita el acceso a préstamos en Latinoamérica para compradores potenciales.

dokcer figma git google-api java-21 javascript jwt-token openai pgvector postgres postman react slack spring-security swagger swagger-ui tailwindcss thymeleaf typescript

Last synced: 22 Jun 2025

https://github.com/HamedMP/NextRag

Next.js RAG with PGVector

nextjs pgvector postgres rag

Last synced: 21 Feb 2025

https://github.com/yugabytedb-samples/openai-pgvector-lodging-service

A lodging recommendation service for properties in San Francisco, powered by OpenAI and the PostgreSQL pgvector extension.

java nodejs openai openai-api pgvector postgresql react yugabytedb

Last synced: 15 May 2025

https://github.com/hamedmp/nextrag

Next.js RAG with PGVector

nextjs pgvector postgres rag

Last synced: 08 Oct 2025

https://github.com/raidendotai/mgs-codec-ai

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

ai-agent chrome-extension metal-gear-solid openai pglite pgvector postgresql realtime threejs webcam

Last synced: 18 Sep 2025

https://github.com/instant-dev/vectors

Easily batch create vectors with OpenAI

nodejs openai openai-api pgvector pinecone vectors

Last synced: 21 Apr 2025

https://github.com/barnaclelabs/ragmatic

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

ai llm pgvector postgres rag

Last synced: 22 Mar 2025

https://github.com/knuckles-team/vector-mcp

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

a2a a2a-server ag-ui chromadb couchbase mcp-server mongodb mongodb-atlas pgvector python qdrant qdrant-vector-database rag retrieval-augmented-generation

Last synced: 13 Mar 2026

https://github.com/liamconnell/codelabyrinth

Code Labyrinth is a tool for using LLM chatbots in coding workflows. It uses Langchain and PGVector to provide context about the working codebase and relevant libraries.

langchain pgvector

Last synced: 04 Jul 2025

https://github.com/rajadilipkolli/ai-playground

AI implementation using langchain4j and springAI frameworks with Java

embedding-vectors lamma langchain4j pgvector spring-ai spring-ai-ollama spring-ai-openai spring-boot-3 testcontainers

Last synced: 22 Mar 2025

https://github.com/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

ai-search kernel-memory llm opeanai pgvector qdrant rag semantic-search vector-database

Last synced: 14 Sep 2025

https://github.com/flavienbwk/pgvector-opensearch-benchmark

A comparative benchmark of pgvector and OpenSearch clusters for vector comparisons.

benchmark docker opensearch pgvector vector

Last synced: 07 May 2025

https://github.com/m-abdelwahab/build-smarter-chatbots-workshop

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

neon nextjs pgvector rag semantic-search vector-database vector-embeddings workshop workshop-materials

Last synced: 20 Sep 2025

https://github.com/neondatabase-labs/azure-tenant-ai-chat

Azure Tenant AI Chat Solution Accelerator powered by Neon Serverless Postgres

azure chatgpt neondb openai pgvector postgresql rag vector-database

Last synced: 13 Oct 2025

https://github.com/felipetodev/pascal-clippy

smarter search assistant for pascal college norms 🧠

embeddings openai pgvector supabase

Last synced: 12 Apr 2025

https://github.com/yukaty/vector-search-api

FastAPI application implementing book similarity search

docker docker-compose embeddings fastapi ollama openai pgvector postgresql

Last synced: 08 Aug 2025

https://github.com/natserract/natserract-ai

Using Doc2Vec, Langchain and OpenAI to chat with Natserract blog https://engineering-natserract.vercel.app/

chatbot doc2vec gpt4 langchain natserract openai pgvector qatool

Last synced: 17 Aug 2025

https://github.com/corpora-inc/corpora

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

agpl ai api cli corpora corpus django markdown monorepo openapi pgvector postgresql python rust

Last synced: 16 Jun 2025

https://github.com/skyl/corpora

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

agpl ai api cli corpora corpus django markdown monorepo openapi pgvector postgresql python rust

Last synced: 12 Apr 2025

https://github.com/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.

chatbot cloud-run fastapi langchain pgvector question-answering rag

Last synced: 11 Apr 2025

https://github.com/sineware/logstream

Simple syslog collection server with Embedding and LLM Capabilities

ai embeddings gradio llm logging ollama pgvector syslog

Last synced: 03 Apr 2025

https://github.com/davidrr-f/pokemon_api

Pokemon API and Database w/ Postgres Vector DB Extension

docker fast-api nginx pgvector postgresql

Last synced: 23 Feb 2025

https://github.com/halftruths/postgres-rag-colab-demo

A self-contained Google Colab Notebook that implements RAG using Postgres pgvector, pgai, and LLMs. Supports local-Ollama/OpenAI/Anthropic

anthropic-api colab-notebook embedding llm ollama openai-api pgai pgvector postgres postgresql rag

Last synced: 27 Jun 2025

https://github.com/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.

bullmq colyseus docker ethersjs firestore google-cloud-platform langchain-js milvus nestjs pgvector posgresql rabbitmq rbac redis resilience socket-io solana-web3js telegram-bot timescaledb typeorm

Last synced: 25 Feb 2026

https://github.com/ametnes/postgresql

PostgreSQL docker container that has multiple extensions built into it.

ametnes cloud docker kubernetes pgcron pgvector postgresql sql

Last synced: 17 Jan 2026

https://github.com/olasunkanmi-se/intellisearch

IntelliSearch is an advanced retrieval-based question-answering and recommendation system that leverages embeddings and a large language model (LLM) to provide accurate and relevant information to users.

ai embedding-models embedding-vectors gemini-api gemini-pro generative-ai google-generative-ai large-language-models llm machine-learning non-supervised-learning pgvector rag retrival-augmented similarity-searches typescript vector-databases vector-search

Last synced: 07 Mar 2026

https://github.com/robinsalehjan/pop-choice

🎬 A movie recommendation app that uses AI-powered semantic search to suggest films based on your preferences. Built with OpenAI embeddings, Cloudflare Workers, and Supabase vector search.

cloudflare-ai-gateway cloudflare-pages cloudflare-workers openai-api pgvector postgresql

Last synced: 25 Jan 2026

https://github.com/symfony/ai-postgres-store

PostgreSQL pgvector vector store bridge for Symfony AI

ai bridge llm pgvector postgres postgresql store symfony symfony-ai vector

Last synced: 19 Feb 2026

https://github.com/benayat/rag-with-spring-ai

a rag implementation example for document-based QA, using spring-ai, ollama, and postgres-pgvector vetor db.

mistral nomic ollama pgvector rag spring-ai

Last synced: 17 Jan 2026

https://github.com/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.

docker fastapi full-text-search gpt-4o hybrid-search openai pgvector postgresql react redis vector-search

Last synced: 23 Mar 2025

https://github.com/cloudberry-contrib/pgvector

pgvector for Cloudberry Database

cloudberrydb greenplum pgvector

Last synced: 04 Mar 2026

https://github.com/joshuasundance-swca/govgis_nov2023-slim-spatial-server

docker compose setup w/ postgis, pgvector, and govgis_nov2023-slim-spatial

geospatial gis pgvector postgis vector-database

Last synced: 23 Jul 2025

https://github.com/cf-toolsuite/sanford

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

chromadb cloud-foundry crawler4j dell-ecs-s3 genai-usecase gradle java minio ollama open-ai pgvector redis-stack spring-ai

Last synced: 21 Aug 2025

https://github.com/yourrag/yourrag

Self-hosted RAG Knowledge Base. 私有化部署的 RAG 知识库，支持多模型管理与 API Key 分发，支持 GitHub/Gitee 登录、后台管理、OpenAI 兼容接口及完整的文档问答工作流。开箱即用，支持 Docker 部署。不仅仅是 Web 界面，YourRAG 还是一个 RAG API 网关。用户可以生成 API Key，将知识库能力集成到自己的飞书/钉钉机器人/CherryStudio/NewAPI中。

docker docker-compose docker-image fastapi knowledge-base nextjs openai pgvector postgresql python rag react self-hosted typescript

Last synced: 06 Dec 2025

https://github.com/davidmstraub/sifts

Simple full text & vector search engine Python library

full-text-search pgvector postgresql python semantic-search sqlite vector-database

Last synced: 12 Apr 2025

https://github.com/natgluons/AI-docs-analyzer-API

A smart document processing system built with an open-source multimodal LLM and OCR (DocTR/TrOCR), using FastAPI, Supabase, PgVector, Azure Functions, and Neo4j to automate invoice analysis and identity document verification.

document-processing document-verification fastapi llm multimodal-large-language-models neo4j-graph ocr ocr-text-reader pgvector supabase

Last synced: 19 Jun 2025

https://github.com/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.

chromadb cloud-foundry genai-usecase gradle java ollama openai pgvector refactoring-tools spring-ai

Last synced: 23 Feb 2025

https://github.com/tnahom/image-search-engine

The Image Search Engine is a modern AI-powered web application leveraging Retrieval-Augmented Generation (RAG) to combine large language models (LLMs) with advanced image retrieval techniques.

fastapi openai pgvector postgresql python rag react tailwindcss

Last synced: 04 Apr 2025

https://github.com/neverinfamous/postgresql-mcp

Enables secure, AI-driven database administration and observability, with connection pooling, HTTP/SSE transport, OAuth 2.1, and smart tool filtering and code mode for maximum token efficiency. Supports citext, HypoPG, ltree, pgcrypto, pg_cron, pg_stat_kcache, pgvector, and PostGIS.

citext code-mode code-mode-mcp database database-management developer-tools development-tools hypopg kcache ltree mcp mcp-server oauth2 pg-cron pgcrypto pgvector postgis postgresql typescript

Last synced: 23 Feb 2026

https://github.com/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

agno duckduckgo groq-api pgvector sentence-transformers

Last synced: 23 Jun 2025

https://github.com/FredyRivera-dev/RAG-FastAPI-Server

RAG-FastAPI-Server is an API server for managing a lightweight Retrieval-Augmented Generation (RAG) database using FastAPI and PostgreSQL (with pgvector for vector similarity search).

api api-rest embeddings fastapi openai pgvector postgresql python rag semantic-search

Last synced: 30 Dec 2025

https://github.com/amadou-6e/py-dockerdb

Docker-DB is a Python library for managing database containers via Docker: supporting fast, scriptable setup of MongoDB, PostgreSQL, MySQL, and SQL Server for development and testing.

containerization database devops docker docker-python mongodb mysql pgvector postgresql python sql-server testing vector-database vectorstore vectorstores

Last synced: 26 Aug 2025

https://github.com/nmdra/semantic-search

Semantic search implementation with PgVector and Gemini Text Embedding

db-migration echo-framework full-text-search gemini-api golang pgvector postgresql semantic-search text-embedding

Last synced: 22 Jul 2025

https://github.com/jpcaparas/demo-laravel-scout-pgvector

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

embeddings laravel openai pgvector php scout semantic-search

Last synced: 03 Mar 2025

https://github.com/ammarsaf/llm_rag_pgvector

Implementing pgVector as vector database on top of PostgreSQL, use it as retriever and pass it to LLM as RAG.

llm pgvector rag

Last synced: 26 Jul 2025

https://github.com/gvsdaefsdfs/aws-bedrock-multi-agent-blueprint

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

agent ai aws bedrock cdk infrastructure-as-code langfuse multi-agent pgvector streamlit

Last synced: 13 Aug 2025

https://github.com/amotivv/memory-box

Memory Box allows users to save and search for memories using natural language, providing an intuitive way to store and retrieve your important information.

docker embeddings mcp pgvector python

Last synced: 23 Aug 2025

https://github.com/asheeshsrivastava/qnc-curriculum-studio

AI-powered educational content generation platform using RAG, LangGraph multi-agent workflows, FastAPI, and PostgreSQL with pgvector. Production-ready architecture with LangSmith tracing.

ai ai-agents education fastapi langchain langgraph langsmith llm machine-learning pgvector postgresql python rag

Last synced: 11 Nov 2025

https://github.com/kieranklaassen/rails_semantic_search

A gem to add semantic search functionality to Rails applications

embeddings openai pgvector rails ruby-on-rails semantic-search

Last synced: 29 Mar 2025

https://github.com/ruhyadi/vision-fr

Face recognition with ONNX Runtime, YOLOX, InsightFace, PostgreSQL, pgvector, and FastAPI.

cpu face-recognition fastapi insightface onnx onnxruntime pgvector postgresql yolox

Last synced: 21 Feb 2025

https://github.com/agentnovax/agentnovax-api-rag-springboot-ollama-pgvector

agentnovax-api-rag-springboot-ollama-pgvector is a Spring Boot-based API that combines Retrieval-Augmented Generation (RAG) with the Ollama language model API and pgvector for vector search in PostgreSQL. It enables scalable, intelligent AI solutions for applications like recommendation systems, chatbots, and context-aware responses.

ai aiml chatbot document-summarization ollama pgvector rag spring-boot

Last synced: 23 Mar 2025

https://github.com/maxritter/aws-bedrock-multi-agent-blueprint

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

agent ai aws bedrock cdk infrastructure-as-code langfuse multi-agent pgvector streamlit

Last synced: 15 Mar 2025

https://github.com/ranmengc137/java-rag

Java 17 / Spring Boot Retrieval-Augmented Generation backend with PostgreSQL + pgvector and OpenAI.

backend java llm openai pgvector rag spring-boot

Last synced: 31 Dec 2025