Projects in Awesome Lists tagged with vector-database-embedding
A curated list of projects in awesome lists tagged with vector-database-embedding .
https://github.com/oramasearch/orama
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
algiorithm data-structures full-text javascript node search search-algorithm search-engine typescript typo-tolerance vector vector-database vector-database-embedding vector-search vector-search-engine
Last synced: 12 May 2025
https://github.com/askorama/orama
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
algiorithm data-structures full-text javascript node search search-algorithm search-engine typescript typo-tolerance vector vector-database vector-database-embedding vector-search vector-search-engine
Last synced: 09 Apr 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/jina-ai/vectordb
A Python vector database you just need - no more, no less.
embedding-similarity neural-search sentence-embeddings vector-database vector-database-embedding vector-search
Last synced: 16 May 2025
https://github.com/msoedov/vector_lake
S3 vector database for LLM Agents and RAG.
hnsw llm nearest-neighbor-search vector-database vector-database-embedding vector-lake vector-search-engine
Last synced: 06 Sep 2025
https://github.com/itspreto/vectr8
Embed anything.
embeddings llms vector-database vector-database-embedding vector-similarity-search
Last synced: 06 Oct 2025
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/jankovicsandras/ml
Machine Learning, LLM and other Jupyter Notebooks and resources
ai embeddings jupyter jupyter-notebook llm llm-inference llms machine-learning natural-language-processing nlp nlp-machine-learning python python3 rag retrieval-augmented-generation vector-database vector-database-embedding
Last synced: 14 Apr 2025
https://github.com/sayamalt/langchain-for-information-retrieval-rag
This repository contains source code which encompasses usage of the Langchain framework to extract information from distinct types of documents and subsequently perform Retrieval Augmented Generation(RAG) on these documents as well.
chatbot chromadb content-engine data-extraction embeddings information-retrieval langchain openai-api retrieval-augmented-generation vector-database vector-database-embedding
Last synced: 05 Apr 2025
https://github.com/rahatmoktadir03/codebase-repo-sage
A web app that uses Retrieval-Augmented Generation (RAG) to create an AI expert over a codebase. The app allows users to interact with a codebase via chat, retrieving relevant code snippets from a Pinecone vector database and generating responses using LLMs.
ai codebase-chat jupyter-notebook language-learning-model nextjs nlp python rag react streamlit vector-database-embedding
Last synced: 27 Jul 2025
https://github.com/0xnu/rag-s3-vectors
S3 Vectors RAG System with Shakespearean Content.
ai amazon amazon-s3 amazon-s3-vectors llm rag semantic-search vector-database vector-database-embedding vectors
Last synced: 03 Aug 2025
https://github.com/rahatmoktadir03/codebase-rag-sage
A web app that uses Retrieval-Augmented Generation (RAG) to create an AI expert over a codebase. The app allows users to interact with a codebase via chat, retrieving relevant code snippets from a Pinecone vector database and generating responses using LLMs.
ai codebase-chat jupyter-notebook language-learning-model nextjs nlp python rag react streamlit vector-database-embedding
Last synced: 15 Aug 2025
https://github.com/codeasarjun/vector_store
An easy way to understand vector store working and creation.
chromadb cosine-similarity faiss faiss-cpu faiss-vector-database similarity-measures similarity-score similarity-search vector vector-database vector-database-embedding vectorization word2vec word2vec-embeddinngs
Last synced: 28 Oct 2025
https://github.com/fosetorico/article_research_bot
End-to-End Research Bot for Summarizing and Extracting Insights from Multiple URLs using advanced text processing, FAISS vector storage, and OpenAI services for accurate and concise responses.
faiss-vector-database genai-chatbot generative-ai gpt langchain large-language-model llm openai-api python research-bot streamlit vector-database-embedding
Last synced: 24 Mar 2025
