vector-database-embedding

There are 4 repositories under vector-database-embedding topic.

orama
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
Language:TypeScript 9782
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 aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management vector-database vector-database-embedding vectordatabase weaviate ai-agents flowise langchain-js qdrant vector-search vectorspace
Language:TypeScript 2036
vectordb
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
Language:Python 631
agamm / semantic-split
A Python library to chunk/group your texts based on semantic similarity.
embeddings llm nlp semantic-similarity vector-database-embedding
Language:Python 95
msoedov / vector_lake
S3 vector database for LLM Agents and RAG.
llm vector-database vector-database-embedding vector-lake nearest-neighbor-search vector-search-engine hnsw
Language:Python 37
itsPreto / VECTR8
Embed anything.
embeddings llms vector-database vector-database-embedding vector-similarity-search
Language:JavaScript 29
serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
chatgpt-plugins chatgpt-retrieval vector-database-search v3ctron neural-search neural-search-engine vector-embeddings vector-database-embedding semantic-search semantic-search-engine vector-embedding-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Python 22
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
Language:Python 12
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
Language:Jupyter Notebook 2
arisrayelyan / embed-pg
Scalable API extension for advanced vector database functions. Enhance machine learning, search, and analytics applications with an API that supports efficient embedding storage and similarity searches.
embeddings machine-learning pgvector similarity-search vector-database vector-database-embedding vector-similarity-search
Language:TypeScript 1
johancodes / internal-gpt-proofofconcept-1
Create a ChatGPT-like experience with your data.
llm langchain-python openai vector-database-embedding
Language:Jupyter Notebook 1
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.
generative-ai gpt llm streamlit faiss-vector-database genai-chatbot large-language-model openai-api vector-database-embedding research-bot langchain python
Language:Jupyter Notebook 0
mcagri / FeatureStore
Feature Store implementation for storing product information and text/visual embeddings for further use in datascience projects.
automation featurestore prefect vector-database-embedding vector-search
Language:Jupyter Notebook 0
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 jupyter-notebook language-learning-model nextjs nlp python rag react streamlit vector-database-embedding codebase-chat
Language:Jupyter Notebook 0
shing100 / embeddingStoreManager
임베딩(vector) 스토어를 위한 캐시 매니저
embedding vector vector-database-embedding
Language:Java 0
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
Language:Jupyter Notebook
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
Language:Jupyter Notebook