vectordb

There are 3 repositories under vectordb topic.

aws-genai-llm-chatbot
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) using AWS CDK on AWS
cdk chatbot genai huggingface llm sagemaker semantic-search vectordb aurora pgvector bedrock kendra opensearch aws amazon-bedrock langchain opensearch-serverless idefics claude
Language:TypeScript 904
myscale / MyScaleDB
An open-source, high-performance SQL vector database built on ClickHouse.
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag ann similarity-search image-search unstructured-analytics
Language:C++ 704
dosco / llm-client
JS/TS library to make to easy to build with LLMs. Full support for various LLMs and VectorDBs, Agents, Function Calling, Chain-of-Thought, RAG, Semantic Router and more. Based on the popular Stanford DSP paper. Create and compose efficient prompts using prompt signatures. 🌵 🦙 🔥 ❤️ 🖖🏼
ai anthropic claude cohere gemini google gpt-4 javascript large-language-models llm nodejs ollama openai opensource rag together-compute typescript vectordb
Language:TypeScript 543
langstream
LangStream / langstream
LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.
genai gpt-4 kafka kafka-connect kubernetes llm vectordb huggingface langchain llamaindex openai python
Language:Java 368
alphasecio / langchain-examples
A collection of apps powered by the LangChain LLM framework.
chromadb jupyter-notebook langchain llm notebook openai pinecone python streamlit vectordb
Language:Python 348
awa-ai / awadb
AI Native database for embedding vectors
ai-native aigc chatgpt embedding-vectors llm vectordb
Language:C++ 159
mileszim / awesome-vector-database
Awesome List of Vector DB resources
ai awesome-list awesome-lists database embeddings jupyter machine-learning python vector-database vector-search vectordb
79
AIAnytime / Zephyr-7B-beta-RAG-Demo
Zephyr 7B beta RAG Demo inside a Gradio app powered by BGE Embeddings, ChromaDB, and Zephyr 7B Beta LLM.
ai chromadb generativeai llm python vectordb
Language:Python 34
NisaarAgharia / Advanced_RAG
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.
agent agents ai chatgpt genai langchain llama3 llm machine-learning nlp openai rag retrival-augmented vectordb
Language:Jupyter Notebook 31
MikaAK / pinecone
pinecone.io Library in Elixir
elixir elixir-lang pinecone pineconedb vectordb
Language:Elixir 27
oisee / zvdb
ABAP Vector Search Library
abap vectordb
Language:ABAP 25
vinayak-shanawad / AI-ML-Projects
AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB
aws-sagemaker kserve kubeflow mlflow seldoncore vectordb
Language:Jupyter Notebook 21
Suiwan / notionGPT
NotionGPT, a practical tool built on top of ChatGPT large language model, make it your note-taking assistant!
python vectordb pinecone fastapi chatgpt llm
Language:Python 16
do-me / qdrant-frontend
A universal Qdrant table frontend based on transformers.js
huggingface qdrant semanticsearch transformerjs transformers vectordb
Language:JavaScript 14
firstbatchxyz / firstbatch-sdk
Python SDK for FirstBatch: Real-time personalization using vectorDBs
chromadb personalization pinecone sdk-python supabase typesense vector-database vectordb weaviate
Language:Python 14
zcemycl / aws-chromadb-terraform
Deployment of chromadb into AWS resources through terraform
aws chromadb large-language-models llm terraform vectordb apigateway cloudwatch ec2-instance ecs-fargate efs network-load-balancer vpc-link cloudmap vpn-client microservice lang-chain langchain service-discovery github-actions
Language:HCL 14
jjordanbaird / EmailVectorDB
This project demonstrates how to parse emails, process them using OpenAI's GPT-3.5, and load the data into a Weaviate vector database for enhanced search capabilities. Utilizing few-shot prompts and parallel processing, it showcases the power of combining NLP techniques with vector search.
llm openai vectordb weaviate
Language:Python 13
themaximalist / ai.js
AI Toolkit for Node.js (LLM, Image Generation, Embeddings, Vector Search)
ai embeddi image-g llm claude-ai gpt-3 gpt-4 llamafile vectordb
Language:HTML 13
rahul2002m / ChatPDF
ChatPDF is a Streamlit app allowing users to query PDF & DOCX content via natural language. It indexes documents for conversational interactions using OpenAI's API & FAISS for rapid matching. Upload, ask, and get insightful responses instantly.
faiss langchain openai python3 streamlit vectordb
Language:Python 12
ksmin23 / rag-with-postgresql-pgvector
Question Answering application with Large Language Models (LLMs) and Amazon Aurora Postgresql using pgvector
generative-ai llms pgvector postgresql rag vectordb
Language:Python 11
aws-samples / text-embeddings-pipeline-for-rag
A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store
amazon-bedrock genai generative-ai large-language-models rds-postgres retrieval-augmented-generation text-embeddings aws bedrock cdk pgvector rag rds vectordb dms lambda s3 langchain
Language:TypeScript 10
byebyebruce / chat2code
Chat with your code using natural language
chatgpt embedded golang llm openai prompt vectordb
Language:Go 9
byebyebruce / chat2data
🗣 📊Chat2Data is a tool for interacting with your DATA, supporting MySQL, PostgreSQL, SQLite3, and CSV files
ai chatgpt database langchain mysql openai sqlite langchaigo llm chat postgres csv web-ui embed pdf txt vectordb
Language:Go 8
ChetanXpro / askme
A CLI tool written in Go to chat with your pdf data
golang qdrant vectordb pinecone rag
Language:Go 8
mariotoffia / goannoy
go native port of annoy. Approximate Nearest Neighbors in optimized for memory usage and loading/saving to disk.
embeddings vector indexing vectordb
Language:Go 7
mxchinegod / prismatica
A vectorize-and-search application built on top of LangChain, Qdrant, and large & small language model pipelines!
embeddings llm qdrant vectordb ai gpt langchain ml search semantic
Language:CSS 7
themaximalist / vectordb.js
Simple in-memory vector database for text similarity in Node.js
embeddings feature-extraction text-similarity vectordb nodejs hnsw openai
Language:HTML 7
ksmin23 / rag-with-amazon-opensearch
Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service
generative-ai llms opensearch rag vectordb langchain
Language:Python 6
myscale / search-index
Vector index module for MyScaleDB, the SQL vector database for scalable AI.
myscaledb vector-search vectordb
Language:C++ 6
Syed007Hassan / Document-Querying-With-VectorDB
Document Querying with LLMs - Google PaLM API: Semantic Search With LLM Embeddings
chroma document-retrieval embeddings palm-api pdf-encoding vectordb
Language:Python 6
firstbatchxyz / firstbatch-sdk-ts
TypeScript SDK for FirstBatch: Real-time Personalization using VectorDBs.
personalization pinecone sdk typesense vector-database vectordb weaviate
Language:TypeScript 5
olahsymbo / langchain-chat-vector-db
An implementation of Langchain Vector DB with ChatGPT
chatgpt chromadb langchain openai python vectordb
Language:Python 5
QSCTech-Sange / Mr.Wiki
Mr.Wiki is a RAG retrieval chatbot based on the local LLM (Large Language Model) and utilizes a vector database. It is developed using Python3.
llm vectordb
Language:Python 5
bhavnicksm / pokemon-card-explorer
Who's that Pokemon (card)? Search over more than 10K Pokemon cards to find out the coolest one yet! ✨
cohere openai openai-api pinecone pokemon python3 reranking retrieval similarity-search streamlit vectordb
Language:Jupyter Notebook 4
RockChinQ / AnsweringPlugin
QChatGPT 插件，用于配合 llm-embed-qa 进行针对性答疑
qchatgpt vectordb
Language:Python 4
UBOS-tech / node-red-contrib-chromadb
Chroma is the open-source embedding database
chromadb llms node-red node-red-contrib node-red-flow ubos-tech vectordb database embedding embedding-vectors vector
Language:HTML 4

vectordb

aws-samples / aws-genai-llm-chatbot

myscale / MyScaleDB

dosco / llm-client

LangStream / langstream

alphasecio / langchain-examples

awa-ai / awadb

mileszim / awesome-vector-database

AIAnytime / Zephyr-7B-beta-RAG-Demo

NisaarAgharia / Advanced_RAG

MikaAK / pinecone

oisee / zvdb

vinayak-shanawad / AI-ML-Projects

Suiwan / notionGPT

do-me / qdrant-frontend

firstbatchxyz / firstbatch-sdk

zcemycl / aws-chromadb-terraform

jjordanbaird / EmailVectorDB

themaximalist / ai.js

rahul2002m / ChatPDF

ksmin23 / rag-with-postgresql-pgvector

aws-samples / text-embeddings-pipeline-for-rag

byebyebruce / chat2code

byebyebruce / chat2data

ChetanXpro / askme

mariotoffia / goannoy

mxchinegod / prismatica

themaximalist / vectordb.js

ksmin23 / rag-with-amazon-opensearch

myscale / search-index

Syed007Hassan / Document-Querying-With-VectorDB

firstbatchxyz / firstbatch-sdk-ts

olahsymbo / langchain-chat-vector-db

QSCTech-Sange / Mr.Wiki

bhavnicksm / pokemon-card-explorer

RockChinQ / AnsweringPlugin

UBOS-tech / node-red-contrib-chromadb