qdrant

There are 3 repositories under qdrant topic.

decodingml / llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
aws bytewax comet-ml generative-ai large-language-models machine-learning-engineering ml-system-design mlops qdrant qwak superlinked course docker infrastructure-as-code llmops pulumi rag
Language:Python 4138
iusztinpaul / hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
bytewax comet-ml huggingface mlops qdrant transformers beam langchain generative-ai llms 3-pipeline-design aws cicd fine-tuning llmops qlora streaming docker
Language:Jupyter Notebook 3351
docarray
docarray / docarray
Represent, send, store and search multimodal data
docarray data-structures multimodal cross-modal neural-search deep-learning nested-data qdrant weaviate nearest-neighbor-search protobuf elasticsearch dataclass multi-modal semantic-search machine-learning pytorch fastapi pydantic
Language:Python 3101
gmpetrov / databerry
The no-code platform for building custom LLM Agents
ai chatgpt llm no-code openai qdrant semantic-search typescript chatbot aichatbot chatbots
2941
devflowinc / trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
actix-web diesel postgresql qdrant qdrant-vector-database rust search search-engine embedding llm rag retrieval-augmented-generation solidjs tailwindcss actix ai artificial-intelligence vector-search hacktoberfest
Language:Rust 2487
vector-admin
Mintplex-Labs / vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
ai ai-agents aitools chroma database-management document-retrieval embeddings flowise langchain langchain-js llms pinecone qdrant vector-data-management vector-database vector-database-embedding vector-search vectordatabase vectorspace weaviate
Language:TypeScript 2036
athina-ai / rag-cookbooks
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
ai chromadb cookbooks faiss langchain llm llms openai pinecone python qdrant rag tutorials weaviate
Language:Jupyter Notebook 1845
dmayboroda / minima
On-premises conversational RAG with configurable containers
claude custom-gpts docker docker-compose langchain mcp model-context-protocol ollama sentence-transformers ai huggingface qdrant
Language:Python 1014
qdrant / qdrant-client
Python client for Qdrant vector search engine
qdrant vector-database vector-search vector-search-engine
Language:Python 927
estebanpdl / osintgpt
An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing
embeddings gpt-3-5-turbo gpt-4 osint osint-python osint-tool pinecone python qdrant
Language:Python 410
Softlandia-Ltd / vision-is-all-you-need
Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo
colpali fastapi modal qdrant rag react v-rag vision-rag
Language:TypeScript 361
libraryofcelsus / Aetherius_AI_Assistant
A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.
ai assistant chatbot customizable gpt-4 long-term-memory companion voice-assistant gpt research research-tool webscrape oobabooga qdrant autonomous multi-agent discord gpt-vision agent
Language:Python 290
qdrant / rust-client
Rust client for Qdrant vector search engine
qdrant rust-client vector-search-engine
Language:Rust 271
AstraBert / everything-ai
Your fully proficient, AI-powered and local chatbot assistant🤖
ai docker-image free-to-use generative-ai langchain learning local-llm open-source ai-studio cheshire-cat jan-ai chatgpt image-classification qdrant stable-diffusion text-summarization
Language:Python 246
vector-io
AI-Northstar-Tech / vector-io
Comprehensive Vector Data Tooling. The universal interface for all vector database, datasets and RAG platforms. Easily export, import, backup, re-embed (using any model) or access your vector data from any vector databases or repository.
parquet vector-database vector-search-engine chromadb data-backup data-export data-import datastax huggingface huggingface-datasets kdb lancedb milvus pinecone qdrant zilliz turbopuffer data-exploration-and-preprocessing visualization
Language:Jupyter Notebook 233
CASALIOY
su77ungr / CASALIOY
♾️ toolkit for air-gapped LLMs on consumer-grade hardware
langchain llamacpp llm qdrant question-answering
Language:Python 233
mfmezger / conversational-agent-langchain
FastAPI Backend for a Conversational Agent using Cohere, (Azure) OpenAI, Langchain & Langgraph and Qdrant as VectorDB
ai openai fastapi langchain vectordatabase streamlit researchassistant cohere ollama qdrant gemini
Language:Python 232
RAG-SaaS
adithya-s-k / RAG-SaaS
⚡Ship RAG Solutions Quickly and effortlessly
ai-saas arize-phoenix llamaindex mongodb qdrant rag saas saas-boilerplate
Language:TypeScript 130
hkulekci / qdrant-php
Qdrant is a vector similarity engine & vector database. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!
php php-client qdrant qdrant-vector-database
Language:PHP 112
ContextData / VectorETL
Build super simple end-to-end data & ETL pipelines for your vector databases and Generative AI applications
cohere openai pinecone python qdrant qdrant-vector-database unstructured vector-database weaviate data datapipeline etl etl-framework etl-pipeline
Language:Python 101
myscale / vector-db-benchmark
Framework for benchmarking fully-managed vector databases
benchmark milvus pinecone qdrant vector-database weaviate myscale
Language:Python 77
verifAI
nikolamilosevic86 / verifAI
VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)
machine-learning natural-language-processing nlp nlp-machine-learning bioasq deep-learning llm medline mistral-7b nli pubmed qlora scifact verification hallucination-detection openai opensearch qdrant generative-ai generative-ai-search
Language:Jupyter Notebook 76
AstraBert / PapersChat
An agentic AI application that allows you to chat with your papers and gather also information from papers on ArXiv and on PubMed
agent agentic-ai ai arxiv gradio llamaindex llamaparse llm mistral papers pubmed qdrant rag
Language:Python 68
AIAnytime / Medical-RAG-using-Meditron-7B-LLM
Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.
chatbot ctransformers embeddings langchain llm llms meditron qdrant rag
Language:HTML 53
benitomartin / crewai-rag-langchain-qdrant
Agentic RAG with Langchain, Qdrant and CrewAI
crewai jupyter-notebook llm pyhton qdrant rag langchain
Language:Jupyter Notebook 53
mallahyari / ai-starter-kit
A Web app stack written in FastAPI, Qdrant, and React for creating AI projects
fastapi langchain langchain-python llms qdrant qdrant-vector-database question-answering rag reactjs retrieval-augmented-generation vector-database
Language:JavaScript 51
VectorVerse
abhishek-ch / VectorVerse
Explore Multiple Vector Databases and chat with documents on Multiple LLM models, private LLM models
chatbot chatgpt chromadb elasticsearch embeddings generative generativeai milvus nlp openai qdrant redis vectorstore python streamlit
Language:Python 48
patterns-ai-core / qdrant-ruby
Ruby wrapper for the Qdrant vector search database API
api-client qdrant ruby vector-search embedding-vectors vector-search-engine machine-learning ml rubyml
Language:Ruby 45
webws / embedding-knowledge-base
a local knowledge base based on chatgpt Embedding and qdrant, supporting data import and Q&A
chatgpt embedding golang openai qdrant
Language:Go 43
benitomartin / multimodal-llm-pymupdf4llm
Multimodal LLM Application with PyMuPDF4LLM
llama-index openai pymupdf python qdrant
Language:Jupyter Notebook 36
prrao87 / db-hub-fastapi
Async bulk data ingestion and querying in various document, graph and vector databases via their Python clients
async fastapi neo4j python elasticsearch nosql meilisearch qdrant weaviate api search document-database graph-database vector-database
Language:Python 36
vec2pg
supabase-community / vec2pg
Migrate vector workloads to Postgres
pinecone postgres python supabase qdrant
Language:Python 36
Rayato159 / rust-llm-rag
To implement LLM as a services.
ai llm machine-learning ollama qdrant rag rust socket-io
Language:Rust 33
sachink1729 / DSPy-Chain-of-Thought-RAG
Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama
artificial-intelligence dspy-ai llama2-7b machine-learning ollama ollama-client qdrant qdrant-client qdrant-vector-database retrieval-augmented-generation
Language:Jupyter Notebook 31
emojeez
badrex / emojeez
AI-powered semantic search engine for emojis in 50+ languages, developed in Python
embeddings llms multilingual semantic-search emojis huggingface qdrant streamlit large-language-models transformers
Language:Python 30
WizSearch
SSK-14 / WizSearch
Your intelligent ally for effortless information retrieval and seamless browsing across documents and the web.
gpt-4o langfuse llm multimodal ollama openai perplexity qdrant rag replicate streamlit tavily
Language:Python 30

qdrant

decodingml / llm-twin-course

iusztinpaul / hands-on-llms

docarray / docarray

gmpetrov / databerry

devflowinc / trieve

Mintplex-Labs / vector-admin

athina-ai / rag-cookbooks

dmayboroda / minima

qdrant / qdrant-client

estebanpdl / osintgpt

Softlandia-Ltd / vision-is-all-you-need

libraryofcelsus / Aetherius_AI_Assistant

qdrant / rust-client

AstraBert / everything-ai

AI-Northstar-Tech / vector-io

su77ungr / CASALIOY

mfmezger / conversational-agent-langchain

adithya-s-k / RAG-SaaS

hkulekci / qdrant-php

ContextData / VectorETL

myscale / vector-db-benchmark

nikolamilosevic86 / verifAI

AstraBert / PapersChat

AIAnytime / Medical-RAG-using-Meditron-7B-LLM

benitomartin / crewai-rag-langchain-qdrant

mallahyari / ai-starter-kit

abhishek-ch / VectorVerse

patterns-ai-core / qdrant-ruby

webws / embedding-knowledge-base

benitomartin / multimodal-llm-pymupdf4llm

prrao87 / db-hub-fastapi

supabase-community / vec2pg

Rayato159 / rust-llm-rag

sachink1729 / DSPy-Chain-of-Thought-RAG

badrex / emojeez

SSK-14 / WizSearch