Projects in Awesome Lists tagged with qdrant
A curated list of projects in awesome lists tagged with qdrant .
https://github.com/decodingml/llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
aws bytewax comet-ml course docker generative-ai infrastructure-as-code large-language-models llmops machine-learning-engineering ml-system-design mlops pulumi qdrant qwak rag superlinked
Last synced: 13 May 2025
https://github.com/iusztinpaul/hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
3-pipeline-design aws beam bytewax cicd comet-ml docker fine-tuning generative-ai huggingface langchain llmops llms mlops qdrant qlora streaming transformers
Last synced: 10 Aug 2025
https://github.com/docarray/docarray
Represent, send, store and search multimodal data
cross-modal data-structures dataclass deep-learning docarray elasticsearch fastapi machine-learning multi-modal multimodal nearest-neighbor-search nested-data neural-search protobuf pydantic pytorch qdrant semantic-search weaviate
Last synced: 12 Jan 2026
https://github.com/jina-ai/docarray
Represent, send, store and search multimodal data
cross-modal data-structures dataclass deep-learning docarray elasticsearch fastapi machine-learning multi-modal multimodal nearest-neighbor-search nested-data neural-search protobuf pydantic pytorch qdrant semantic-search weaviate
Last synced: 05 Apr 2025
https://github.com/gmpetrov/databerry
The no-code platform for building custom LLM Agents
ai aichatbot chatbot chatbots chatgpt llm no-code openai qdrant semantic-search typescript
Last synced: 14 May 2025
https://github.com/devflowinc/trieve
All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API
actix actix-web ai artificial-intelligence diesel embedding hacktoberfest llm postgresql qdrant qdrant-vector-database rag retrieval-augmented-generation rust search search-engine solidjs tailwindcss vector-search
Last synced: 13 May 2025
https://github.com/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
Last synced: 31 Oct 2025
https://github.com/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
Last synced: 24 Mar 2025
https://github.com/giancarloerra/socraticode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, private & local Plugin/Skill or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in private beta.
ai ai-assistant ast claude claude-code code-graph codebase-intelligence context-engine docker embeddings gemini gemini-cli-extension mcp openai qdrant semantic semantic-search vector-database vector-embeddings vector-search
Last synced: 04 May 2026
https://github.com/qdrant/qdrant-client
Python client for Qdrant vector search engine
qdrant vector-database vector-search vector-search-engine
Last synced: 08 Jul 2025
https://github.com/dmayboroda/minima
On-premises conversational RAG with configurable containers
ai claude custom-gpts docker docker-compose huggingface langchain mcp model-context-protocol ollama qdrant sentence-transformers
Last synced: 15 May 2025
https://github.com/kossakovsky/n8n-install
๐ Self-hosted AI automation platform. Deploy n8n, Ollama, Flowise, RAG, Supabase & 30+ tools with one command. Auto HTTPS. Free Zapier/Make alternative.
ai ai-agents automation chatgpt-alternative dify docker flowise homelab llm local-llm make-alternative n8n no-code ollama open-webui qdrant rag self-hosted vector-database zapier-alternative
Last synced: 16 Mar 2026
https://github.com/verygoodplugins/automem
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
ai ai-memory anthropic falkordb graph-database llm memory qdrant vector-database
Last synced: 21 Jan 2026
https://github.com/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
Last synced: 04 Apr 2025
https://github.com/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
Last synced: 11 Feb 2026
https://github.com/HelixDB/helix-db
HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.
ai cli database databases graph-database helix helixdb neo4j qdrant rag rust rust-crate rust-lang surrealdb vector vector-database vector-db vectorsearch
Last synced: 02 May 2025
https://github.com/qdrant/rust-client
Rust client for Qdrant vector search engine
qdrant rust-client vector-search-engine
Last synced: 14 May 2025
https://github.com/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.
agent ai assistant autonomous chatbot companion customizable discord gpt gpt-4 gpt-vision long-term-memory multi-agent oobabooga qdrant research research-tool voice-assistant webscrape
Last synced: 24 Mar 2025
https://github.com/AstraBert/everything-ai
Your fully proficient, AI-powered and local chatbot assistant๐ค
ai ai-studio chatgpt cheshire-cat docker-image free-to-use generative-ai image-classification jan-ai langchain learning local-llm open-source qdrant stable-diffusion text-summarization
Last synced: 23 Mar 2025
https://github.com/astrabert/everything-ai
Your fully proficient, AI-powered and local chatbot assistant๐ค
ai ai-studio chatgpt cheshire-cat docker-image free-to-use generative-ai image-classification jan-ai langchain learning local-llm open-source qdrant stable-diffusion text-summarization
Last synced: 16 Dec 2025
https://github.com/su77ungr/casalioy
โพ๏ธ toolkit for air-gapped LLMs on consumer-grade hardware
langchain llamacpp llm qdrant question-answering
Last synced: 08 Apr 2025
https://github.com/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.
chromadb data-backup data-exploration-and-preprocessing data-export data-import datastax huggingface huggingface-datasets kdb lancedb milvus parquet pinecone qdrant turbopuffer vector-database vector-search-engine visualization zilliz
Last synced: 09 Mar 2025
https://github.com/vectordbz/vectordbz
A modern desktop application for exploring, managing, and analyzing vector databases
ai aitools chroma database-management embeddings milvus pgvector pinecone qdrant rag semantic-search vector-data-management vector-database vector-database-embedding vector-search vector-store vectordatabase vectordb vectorspace weaviate
Last synced: 13 Mar 2026
https://github.com/siddhant-k-code/distill
Reliable LLM outputs start with clean context. Deterministic deduplication, compression, and caching for RAG pipelines.
ai-agents compression context-optimization deduplication deterministic developer-tools go golang llamaindex llm pinecone qdrant rag retrieval-augmented-generation vector-database
Last synced: 02 May 2026
https://github.com/mtwn105/decipher-research-agent
Turn topics, links, and files into AI-generated research notebooks โ summarize, explore, and ask anything.
agent agentic-ai ai artificial-intelligence crewai gemini llm mcp ml model-context-protocol notebooklm openai qdrant scraping vector-db web-scraping
Last synced: 21 Jan 2026
https://github.com/adithya-s-k/rag-saas
โกShip RAG Solutions Quickly and effortlessly
ai-saas arize-phoenix llamaindex mongodb qdrant rag saas saas-boilerplate
Last synced: 26 Feb 2025
https://github.com/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
Last synced: 30 Dec 2025
https://github.com/benitomartin/biomedical-graphrag
A comprehensive GraphRAG (Graph Retrieval-Augmented Generation) system designed for biomedical research
large-language-models neo4j openai python qdrant retrieval-augmented-generation
Last synced: 05 Mar 2026
https://github.com/datadrivenconstruction/openconstructionestimate-ddc-cwicr
Open multilingual construction cost database for AI Agents - 55K+ work items, 27K+ resources, 9 languages. Semantic search via Qdrant vector DB
agentic-workflow ai-agents antigravity bim cad claude-code construction cost-estimation dwg estimation ifc kilocode n8n opencode pipeline qdrant revit vector-database workflow
Last synced: 04 Apr 2026
https://github.com/contextdata/vectoretl
Build super simple end-to-end data & ETL pipelines for your vector databases and Generative AI applications
cohere data datapipeline etl etl-framework etl-pipeline openai pinecone python qdrant qdrant-vector-database unstructured vector-database weaviate
Last synced: 09 Apr 2025
https://github.com/ContextData/VectorETL
Build super simple end-to-end data & ETL pipelines for your vector databases and Generative AI applications
cohere data datapipeline etl etl-framework etl-pipeline openai pinecone python qdrant qdrant-vector-database unstructured vector-database weaviate
Last synced: 22 Sep 2025
https://github.com/adithya-s-k/RAG-SaaS
โกShip RAG Solutions Quickly and effortlessly
ai-saas arize-phoenix llamaindex mongodb qdrant rag saas saas-boilerplate
Last synced: 27 Mar 2025
https://github.com/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
Last synced: 28 Oct 2025
https://github.com/myscale/vector-db-benchmark
Framework for benchmarking fully-managed vector databases
benchmark milvus myscale pinecone qdrant vector-database weaviate
Last synced: 28 Jan 2026
https://github.com/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)
bioasq deep-learning generative-ai generative-ai-search hallucination-detection llm machine-learning medline mistral-7b natural-language-processing nli nlp nlp-machine-learning openai opensearch pubmed qdrant qlora scifact verification
Last synced: 12 Apr 2025
https://github.com/qdrant/n8n-nodes-qdrant
Official n8n node for interfacing with Qdrant
ai-search mcp qdrant vector-database vector-search
Last synced: 11 Oct 2025
https://github.com/vcmf/dim0
Open-source, real-time collaborative AI canvas - notes, mini-apps, and agents on one infinite board.
ai-agent canvas fastapi generative-ui infinite-canvas knowledge-graph mindmap mini-apps multiplayer note-taking productivity qdrant rag react real-time-collaboration research-tool self-hosted semantic-search thinking-canvas whiteboard
Last synced: 27 Jun 2026
https://github.com/protocol-lattice/go-agent
Agent framework in Golang
agents framework go llm multi-agent open-source pgvector qdrant rag utcp
Last synced: 01 Mar 2026
https://github.com/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
Last synced: 09 Jul 2025
https://github.com/benitomartin/crewai-rag-langchain-qdrant
Agentic RAG with Langchain, Qdrant and CrewAI
crewai jupyter-notebook langchain llm pyhton qdrant rag
Last synced: 15 Apr 2025
https://github.com/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 python qdrant redis streamlit vectorstore
Last synced: 21 Mar 2025
https://github.com/qdrant/skills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
agent-skills ai-agents claude-code codex cursor embeddings hybrid-search monitoring multitenancy performance qdrant quantization scaling search-quality vector-database vector-search
Last synced: 13 Apr 2026
https://github.com/kahliburke/kaimon.jl
MCP server giving AI agents full access to Julia's runtime via a live Gate โ code execution, introspection, debugging, testing, and semantic search
agent ai claude claude-code cursor debugging developer-tools gemini-cli julia julia-lang llm mcp mcp-server model-context-protocol qdrant repl semantic-search tui vscode zmq
Last synced: 12 Apr 2026
https://github.com/patterns-ai-core/qdrant-ruby
Ruby wrapper for the Qdrant vector search database API
api-client embedding-vectors machine-learning ml qdrant ruby rubyml vector-search vector-search-engine
Last synced: 01 May 2025
https://github.com/redhat-community-ai-tools/UnifAI
Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers. Execute locally with LangGraph or distributed with Temporal. Built-in RAG pipeline for enterprise knowledge retrieval. A2A and MCP protocol support. Visual drag-and-drop blueprint builder.
a2a-protocol agent-orchestration ai-agents flask kubernetes langgraph llm mcp multi-agent-systems qdrant rag react temporal vector-search
Last synced: 23 May 2026
https://github.com/rayato159/rust-llm-rag
To implement LLM as a services.
ai llm machine-learning ollama qdrant rag rust socket-io
Last synced: 19 Jun 2025
https://github.com/prrao87/db-hub-fastapi
Async bulk data ingestion and querying in various document, graph and vector databases via their Python clients
api async document-database elasticsearch fastapi graph-database meilisearch neo4j nosql python qdrant search vector-database weaviate
Last synced: 05 May 2025
https://github.com/peakstone-labs/sembr
Self-hosted intent radar โ Reverse RAG for any input stream.
bge-m3 embeddings fastapi llm-tools news-monitoring qdrant reverse-rag rss self-hosted semantic-search
Last synced: 05 Jun 2026
https://github.com/astrabert/qdurllm
Search your favorite websites and chat with them, on your desktop๐
docker-compose gemma gradio langchain llamacpp llm local-ai python qdrant search-engine
Last synced: 05 Oct 2025
https://github.com/astrabert/sentrev
Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs
embedders evaluation-framework python python-package qdrant semantic-search sentence-transformers text-embedding vector-database
Last synced: 16 Apr 2025
https://github.com/bridgerust/bridgerust
High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.
ai ai-agent bindings chromadb embeddings lancedb machine-learning napi-rs nodejs orm pinecode pyo3 python qdrant rag rust rust-bindings semantic-search vector-database weaviate
Last synced: 01 Mar 2026
https://github.com/AstraBert/diRAGnosis
Diagnose the performance of your RAG๐ฉบ
docker evaluation-framework fastapi gradio llamaindex llm python-package qdrant rag retrieval synthetic-dataset-generation vector-database
Last synced: 14 Mar 2025
https://github.com/do-me/qdrant-frontend
A universal Qdrant table frontend based on transformers.js
huggingface qdrant semanticsearch transformerjs transformers vectordb
Last synced: 13 Apr 2025
https://github.com/gurpreetkaurjethra/medical-rag-using-bio-mistral-7b
This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.
ai bert-embeddings bootstrap5 deployment docker fastapi generative-ai langchain large-language-models llama mistral pubmed qdrant rag retrieval-augmented-generation sentence-transformers
Last synced: 13 Jul 2025
https://github.com/astrabert/phiqwenstem
A reasoning assistant for your STEM education
ai datasets huggingface llm phi-3-5 qdrant qwen react reasoning research scientific stem vite websockets
Last synced: 25 Oct 2025
https://github.com/devshero/db2vec
db2vec: High-performance Rust CLI to parse database dumps (.sql, .surql), generate vector embeddings via Ollama, TEI, Gemini, and load into vector databases (Pinecone, Redis, Chroma, Milvus, Qdrant, SurrealDB). Optimized for speed on large datasets.
chroma cli dump embedding migration milvus mssql mysql ollama oracle pinecone qdrant redis rust sqlite surrealdb tei vector
Last synced: 26 Jun 2025
https://github.com/symfony/ai-store
Low-level abstraction for storing and retrieving documents in a vector store.
ai azure chromadb clickhouse cloudflare elasticsearch llm mariadb meilisearch milvus mongodb neo4j opensearch pinecone postgres qdrant supabase surrealdb symfony symfony-ai
Last synced: 19 Feb 2026
https://github.com/bug-ops/zeph
Rust AI agent where every context token earns its place. Self-learning skills, temporal graph memory, cascade quality routing, OWASP AI security. Hybrid inference: Ollama ยท Claude ยท Gemini ยท OpenAI ยท GGUF. MCP + ACP. One binary.
ai-agent claude cli gemini graph-memory huggingface llm local-llm mcp multi-model ollama openai qdrant rag rust self-learning telegram-bot tool-use tree-sitter tui
Last synced: 07 Apr 2026
https://github.com/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
Last synced: 01 Sep 2025
https://github.com/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
Last synced: 06 Mar 2025
https://github.com/verygoodplugins/mcp-automem
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
ai falkordb graph-database memory nodejs qdrant rag redis vector-database
Last synced: 21 Jan 2026
https://github.com/kylemclaren/qdrant-on-fly
Bootstrap a Qdrant vector database cluster on Fly.io
dockerfile flyio qdrant qdrant-vector-database vector-database
Last synced: 02 Apr 2026
https://github.com/marinac-dev/qdrant
Elixir client for Qdrant vector search engine
elixir elixir-client qdrant vector-database vector-search-engine
Last synced: 23 Aug 2025
https://github.com/benitomartin/rag-aws-qdrant
Serverless Application with AWS Lambda and Qdrant for Semantic Search
aws aws-api-gateway aws-lambda langchain openai python qdrant ruff
Last synced: 15 Apr 2025
https://github.com/samadpls/bestrag
BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.
best-rag bm25 embedding-vectors hybrid-rag llm opensource pypi-package qdrant rag retrival-augmented-generation
Last synced: 27 Oct 2025
https://github.com/gurpreetkaurjethra/rag-based-llm-chatbot
RAG Based LLM Chatbot Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Container)
aichatbot generative-ai large-language-models llama3 llama3-2 llms qdrant rag streamlit
Last synced: 10 Oct 2025
https://github.com/laxmimerit/ragwire
Production-grade RAG toolkit โ ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
crewai kgptalkie langchain qdrant rag rag-pipeline
Last synced: 11 May 2026
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: 23 Oct 2025
https://github.com/georgepearse/qdrant-nlp
QDrant-NLP
active-learning huggingface-transformers human-in-the-loop machine-learning nlp qdrant streamlit vector-database
Last synced: 31 Oct 2025
https://github.com/snehil-shah/multimodal-image-search-engine
Text to Image & Reverse Image Search Engine built upon Vector Similarity Search utilizing CLIP VL-Transformer for Semantic Embeddings & Qdrant as the Vector-Store
computer-vision multimodal-transformer nlp openai-clip qdrant qdrant-vector-database vector-embeddings
Last synced: 31 Oct 2025
https://github.com/anush008/qdrant-npm
Helper package to spin-up a Qdrant instance without Docker
qdrant qdrant-vector-database vector-database
Last synced: 31 Aug 2025
https://github.com/JSONbored/mem0-aio
Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6-overlay to seamlessly bundle the pre-compiled Qdrant Vector Database, the Python FastAPI/MCP server, and the Next.js Dashboard UI into a single, click-and-play local AI memory layer. Built for homelabs, privacy, and true agentic AI memory retention.
ai container docker fastapi homelab llm long-term-memory mcp mem0 mem0-memory mem0ai memory ollama openai openmemory qdrant self-hosted unraid unraid-template vector-database
Last synced: 05 May 2026
https://github.com/justinzm/rag_course
ๆญคๅญๅจๅบๅฑ็คบไบ็จไบๆฃ็ดขๅขๅผบ็ๆ๏ผRAG๏ผ็ณป็ป็ๅ็งๅ ่ฟๆๆฏใRAG ็ณป็ปๅฐไฟกๆฏๆฃ็ดขไธ็ๆๆจกๅ็ธ็ปๅ๏ผไปฅๆไพๅ็กฎไธไธไธๆไธฐๅฏ็ๅๅบใ
embeddings langchain llm machine-learning nlp qdrant qdrant-client rag retrieval-augmented-generation
Last synced: 04 Mar 2026
https://github.com/astrabert/pokemon-bot
Discord bot that knows a lot about Pokemons :)
cohere-ai discord-bot hybrid-search image-search llm pokemon postgresql python qdrant rag reranking
Last synced: 15 Mar 2025
https://github.com/astrabert/ragcoon
Agentic RAG to help you build a startup๐
agentic-rag groq llamaindex mesop qdrant qwq-32b rag startup
Last synced: 25 Oct 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: 17 Apr 2026
https://github.com/benitomartin/multimodal-youtube-recipes
Multimodal Recipe Recommender using Qdrant, LlamaIndex, and Google Gemini
gemini google-cloud-platform jupyter-notebook llama-index python qdrant
Last synced: 04 Sep 2025
https://github.com/jgoy-labs/server-nexe
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
ai apple-silicon embeddings fastapi llama-cpp llm local-ai mlx ollama open-source privacy python qdrant rag self-hosted vector-database
Last synced: 08 Jun 2026
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: 04 Apr 2026
https://github.com/santhalakshminarayana/doppalf
Doppalf is a RAG powered AI chat bot application
ai chatbot chatgpt cohere cohere-ai llamaindex llm nextjs python qdrant qdrant-vector-database rag react reactjs tailwindcss typescript
Last synced: 13 Sep 2025
https://github.com/aureliusivan/remembear
An app for people with short-term-memory ๐ง
ai alzheimers-disease capacitorjs demensia embeddings fastapi gemini gemini-api litellm mem0ai nextjs python qdrant rag shadcn-ui
Last synced: 16 Mar 2025
https://github.com/extrawest/fastapi-langgraph-chatbot-with-vector-store-memory-mcp-tools-and-voice-mode
A scalable AI chatbot platform built with FastAPI and LangGraph, featuring multi-agent orchestration, multi-tenant vector storage, cross-chat memory, and voice call capabilities through LiveKit integration.
fastapi firecrawl langchain langraph livekit mcp mem0 multiagent python qdrant tavily voice-assistant
Last synced: 05 Apr 2026
https://github.com/cerul-ai/cerul-app
Cerul App โ self-hosted video search. Open source. By Cerul.
ai-search desktop-app electron local-first multimodal qdrant rust self-hosted semantic-search video-search
Last synced: 28 Jun 2026
https://github.com/jacobmarks/semantic-document-search-plugin
Semantically search through OCR text blocks with Qdrant, Sentence Transformers, and FiftyOne!
data-centric-ai data-visualisation embeddings fiftyone gte huggingface plugin qdrant sentence-transformers vector-database vector-search
Last synced: 27 Mar 2026
https://github.com/torys877/vectrain
Vectrain is a high-performance, modular Go service that ingests data, generates vector embeddings, and stores them in vector databases for semantic search, recommendations, and analytics.
ai embedding-vectors embeddings go golang kafka knowledge-management llm qdrant rag semantic-search text-embeddings vector-database vector-embeddings
Last synced: 10 Oct 2025
https://github.com/prgrms-aibe-devcourse/aibe1-finalproject-team01-be
ํ๋ก๊ทธ๋๋จธ์ค ๋ฐ๋ธ์ฝ์ค ์๊ฐ์๋ค์ ์ํ ์ปค๋ฎค๋ํฐ
ai argocd docker grafana java k3s langchain4j loki opentelemetry prometheus qdrant rag spring sse tempo vectordb websocket
Last synced: 01 Feb 2026
https://github.com/abhiram-ar/aicademy-backend
This repository contains the backend code for the AIcademy project. The backend is responsible for handling AI preprocessing, video and audio processing, authentication, and more.
aiagent ffmpeg langchain mongodb nodejs qdrant typescript
Last synced: 06 Apr 2026
https://github.com/avrabyt/multilingual-chatbot
Building a multilingual chat bot using Cohere, LangChain, and Databutton
cohere-ai databutton langchain qdrant streamlit
Last synced: 07 May 2025
https://github.com/alvinveroy/codecompass
CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.
ai-coding-assistant ai-driven-development autonomous-coding-assistance claude-integration code-search codebase-navigation cursor-ai developer-tools git-repository-analysis large-language-models mcp-server model-context-protocol nodejs ollama openai-integration privacy-focused-ai qdrant typescript vibe-coding vscode-extension
Last synced: 31 Aug 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/vcal-project/ai-firewall
OpenAI-compatible LLM gateway that reduces API costs using Redis exact cache and Qdrant semantic cache.
ai-cost-optimization ai-gateway ai-infrastructure llm openai qdrant redis rust semantic-cache vector-search
Last synced: 13 Jun 2026
https://github.com/jacobmarks/audio-retrieval-plugin
FiftyOne Plugin for searching images by audio clip using ImageBind and Qdrant
fiftyone imagebind javascript machine-learning mui multimodal plugins python qdrant react replicate vector-search
Last synced: 31 Oct 2025
https://github.com/mshaaban0/pixi-docker-template
A Python project boilerplate template for new projects with Pixi, Flask, Jupyter Notebook and Docker Compose.
docker jupyter-notebook pixi python qdrant
Last synced: 08 Oct 2025
https://github.com/asifrahaman13/superquery
๐ AI powered query on databases to automate the process of query, visualization etc. Organizations can analyze their data and take decisions much faster. Leverages the use AI, LLM. The project is under development
fastapi javascript mongodb nextjs14 python qdrant redis sql typescript
Last synced: 12 Apr 2025
https://github.com/lavadman/aegis-memory
Tripartite memory SDK for AI agents: semantic recall, structural graph awareness, and relational state โ before agents act.
agentic-ai ai-agents autonomous-agents llm memory neo4j python qdrant rag vector-database
Last synced: 20 Apr 2026
