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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: 16 Dec 2024
https://github.com/langchain4j/langchain4j
Java version of LangChain
anthropic chatgpt chroma embeddings gemini gpt huggingface java langchain llama milvus ollama onnx openai openai-api pgvector pinecone vector-database weaviate
Last synced: 17 Dec 2024
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: 19 Dec 2024
https://github.com/gannonh/chatgpt-pgvector
ChatGTP (gpt3.5-turbo) starter app
gpt-3 gpt-35-turbo openai pgvector supabase
Last synced: 16 Dec 2024
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: 09 Nov 2024
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: 01 Nov 2024
https://github.com/oneirocom/magick
Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!
agent agi ai blueprints-visual-scripting embeddings fine-tuning gemini gpt-3 gpt-3-prompts gpt-4o langchain large-language-models no-code node-editor pgvector prompt-engineering text-generation typescript virtual-assistant visual-scripting
Last synced: 20 Dec 2024
https://github.com/Oneirocom/Magick
Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!
agent agi ai blueprints-visual-scripting embeddings fine-tuning gemini gpt-3 gpt-3-prompts gpt-4o langchain large-language-models no-code node-editor pgvector prompt-engineering text-generation typescript virtual-assistant visual-scripting
Last synced: 06 Nov 2024
https://github.com/superlinear-ai/raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
chainlit colbert evals hybrid-search late-chunking late-interaction llm markdown pdf pgvector postgres postgresql query-adapter rag reranker reranking retrieval-augmented-generation sqlite tsvector vector-search
Last synced: 17 Dec 2024
https://github.com/different-ai/embedbase
A dead-simple API to build LLM-powered apps
ai artificial-intelligence chatgpt chatgpt-plugin embeddings gpt-4 machine-learning natural-language-processing openai pgvector supabase vector-database
Last synced: 15 Dec 2024
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: 21 Dec 2024
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: 28 Oct 2024
https://github.com/supabase/vecs
Postgres/pgvector Python Client
ai embeddings pgvector postgres vectors
Last synced: 20 Dec 2024
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: 21 Dec 2024
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: 25 Nov 2024
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: 14 Dec 2024
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: 09 Nov 2024
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: 24 Nov 2024
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: 08 Nov 2024
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: 28 Nov 2024
https://github.com/thinknimble/embeddings-search-demo
Prototype app enabling job description search using natural language description of a job seeker.
Last synced: 09 Nov 2024
https://github.com/aronweiler/assistant
An intellligent AI assistant that can do anything!
ai database large-language-models llama2 llamacpp llm open-ai open-ai-api openai pgvector polly-voice postgres postgresql python streamlit transcription voice-assistant voice-recognition whisper
Last synced: 03 Dec 2024
https://github.com/tsui66/gptea-github-news
Get AI newsletter recommendations tailored to developers and startups using ChatGPT prompt.
embedding gpt-4 langchain newsletter openai pgvector prisma prompt
Last synced: 03 Dec 2024
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: 14 Nov 2024
https://github.com/timescale/private-rag-example
Private RAG app sample using Llama3, Ollama and PostgreSQL
Last synced: 03 Dec 2024
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 Nov 2024
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: 10 Oct 2024
https://github.com/grafana/vectorapi
pgvector + embeddings API
document-retrieval embeddings llms pgvector
Last synced: 07 Oct 2024
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: 11 Nov 2024
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: 19 Nov 2024
https://github.com/dblock/vectordb-hello-world
Examples of vector DB indexing and query with various vector databases.
chroma clickhouse opensearch pgvector pinecone qdrant redis vector-database-embedding vector-database-search vectors vespa-engine weviate
Last synced: 27 Oct 2024
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.
Last synced: 15 Oct 2024
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: 28 Oct 2024
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: 30 Nov 2024
https://github.com/rjmacarthy/quintus
Document search and inference with GPT, Huggingface and Sentence Transformers.
artificial-intelligence chatbot chatgpt embeddings inference ner nlp-machine-learning pgvector scraping semantic-search sentence-transformers sqlalchemy summarizer transformers
Last synced: 27 Oct 2024
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: 11 Dec 2024
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 Dec 2024
https://github.com/felipetodev/pascal-clippy
smarter search assistant for pascal college norms 🧠
embeddings openai pgvector supabase
Last synced: 07 Nov 2024
https://github.com/instant-dev/vectors
Utility for easily batch creating vectors with OpenAI and more
nodejs openai openai-api pgvector pinecone vectors
Last synced: 09 Nov 2024
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: 14 Nov 2024
https://github.com/dnth/postgresql-multimodal-retrieval
Vector/Hybrid Search & Retrieval on PostgreSQL database using Vision Language Model.
huggingface-datasets multimodal-deep-learning pgvector postgresql retrieval search-engine vector-database vision-language-model
Last synced: 06 Dec 2024
https://github.com/codingforentrepreneurs/reflex-gpt
Build a Python Reflex App with OpenAI, a Neon Postgres + Vector Database, and Deploy to a Virtual Machine
neon pgvector postgresql python reflex sqlalchemy sqlmodel vector-database virtual-machine
Last synced: 02 Nov 2024
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: 17 Nov 2024
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: 01 Dec 2024
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: 20 Dec 2024
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: 15 Nov 2024
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: 07 Nov 2024
https://github.com/mongoexpuser/ubuntu-postgresql-pgvector-image-and-containers
PostgreSQL Primary-Replica Servers (with Pgvector Extension) on Docker
aws-lambda bash docker docker-compose nodejs pgvector postgresql synchronous-replication weather
Last synced: 28 Nov 2024
https://github.com/remy727/omniai-demo
OmniAI demo to search LLM Embeddings with Ruby on Rails, Postgres, and pgvector
omniai openai pgvector postgres ruby-on-rails
Last synced: 20 Dec 2024
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: 09 Dec 2024
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: 09 Dec 2024
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: 09 Nov 2024
https://github.com/waitingsong/paradedb
ParadeDb JavaScript Client Library
analytics bm25 elasticsearch fts full-text-search hnsw hybrid-search mpp paradedb pgvector postgres similarity-search
Last synced: 18 Oct 2024
https://github.com/tomlin7/ai-research-assistant
Semantic document search system with pgvector and PGAI
ai assistant document-search machine-learning natural-language-processing ollama pgai pgvector postgres postgresql research-assistant semantic-search sentence-embeddings sentence-transformers sentiment-analysis summarization text-similarity text-summarization
Last synced: 03 Dec 2024
https://github.com/sineware/logstream
Simple syslog collection server with Embedding and LLM Capabilities
ai embeddings gradio llm logging ollama pgvector syslog
Last synced: 17 Dec 2024
https://github.com/danitilahun/llamaread-pdf-url
LlamaRead PDF URL is a powerful and intelligent application designed to seamlessly read and analyze content from both PDFs and URLs. Leveraging the advanced capabilities of LLaMA3, this app transforms the way you interact with documents and web content by providing insightful and accurate answers to your queries.
docker llama3 openai pdf pgvector phidata rag sqlalchemy streamlit url
Last synced: 07 Nov 2024
https://github.com/dieg0code/portfolio_04_rag_diary
Diary notes app with semantic search and Retrieval Augmented Generation (OpenAI, Supabase, PgVector)
embeddings gpt-4 nestjs pgvector rag semantic-search supabase
Last synced: 19 Dec 2024
https://github.com/osventuresllc/cnpg-ai
AI ready PostgreSQL database with Barman Cloud based on TimescaleDB, pgvector and pgvectorscale extensions for CloudNativePG
cloudnativepg docker pgvector pgvectorscale postgresql timescaledb
Last synced: 22 Nov 2024
https://github.com/natserract/semantic-chat
Semantic search using Supabase PG Vector and LangChain for an AI assistant to interact with your dataset
fireworksai langchain pgvector supabase
Last synced: 17 Dec 2024
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: 13 Nov 2024
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: 08 Nov 2024
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: 30 Nov 2024
https://github.com/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.
aceternity-ui aws-s3 bullmq docker docker-compose html langchain-js nextauth nextjs14 pgvector postgresql prisma reacthookform redis shadcn-ui tailwindcss typescript zod
Last synced: 17 Nov 2024
https://github.com/yukaty/vector-search-api
FastAPI application implementing book similarity search
docker docker-compose embeddings fastapi ollama openai pgvector postgresql
Last synced: 03 Dec 2024
https://github.com/draganaleksic99/ai-sdk-rag
A chatbot that responds only with information that it has within its knowledge base. The chatbot is able to both store and retrieve information.
drizzle-orm nextjs pgvector postgres shadcn-ui tailwindcss vercel-ai-sdk
Last synced: 17 Nov 2024
