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vector-database-embedding

Here are 10 public repositories matching this topic...

vectordb

jina-ai / vectordb

A Python vector database you just need - no more, no less.

sentence-embeddings vector-search vector-database neural-search embedding-similarity vector-database-embedding

Updated Mar 4, 2024
Python

agamm / semantic-split

A Python library to chunk/group your texts based on semantic similarity.

nlp embeddings semantic-similarity llm vector-database-embedding

Updated Jul 11, 2024
Python

msoedov / vector_lake

S3 vector database for LLM Agents and RAG.

nearest-neighbor-search hnsw vector-database vector-search-engine llm vector-database-embedding vector-lake

Updated Aug 15, 2023
Python

serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin

semantic-search-engine semantic-search vector-similarity vector-search neural-search vector-search-engine vector-similarity-database vector-embeddings neural-search-engine vector-similarity-search chatgpt-plugins vector-database-search chatgpt-retrieval v3ctron vector-database-embedding vector-embedding-database vector-similarity-search-engine

Updated Oct 18, 2023
Python

dblock / vectordb-hello-world

Examples of vector DB indexing and query with various vector databases.

redis clickhouse chroma vectors opensearch pinecone vespa-engine qdrant pgvector weviate vector-database-search vector-database-embedding

Updated Feb 12, 2025
Python

mira

taylorsatula / mira

MIRA is a little brain-in-a-box. It is able to recognize its own shortcomings and adapt over time to preempt them. It learns facts from conversation during a daily consolidation task and surfaces them nautrally in conversation. This repository includes supporting files that allow you to zero-shot new tools for MIRA. Works 100% well offline too.

python machine-learning self-hosted embeddings artificial-intelligence persistent-memory ai-framework onnx self-hosted-agent ai-agent large-language-models llm vector-database-embedding local-ai ollama conversational-ai-system

Updated Jul 12, 2025
Python

ZeusDB / zeusdb

High-performance database management system

cosine-similarity ann approximate-nearest-neighbor-search cloud-database rag hnsw vector-database approximate-nearest-neighbor vector-database-embedding vector-databases retreival-augmented-generation zeusdb vector-database-platform

Updated Jul 10, 2025
Python

redis-performance / vector-embeddings

Complete pipeline for generating DBpedia text embeddings using OpenAI's embedding models and publishing them as Hugging Face datasets.

benchmarks huggingface-datasets vector-database-embedding

Updated Jul 11, 2025
Python

harehimself / pinecone-lab

Experimenting with Pinecone as vector data continues to take center stage in AI-native systems. The purpose of this project is to explore the core capabilities, benchmark performance across different embedding models, and better understand what is possible with vector search in production environments.

vector embeddings embedding-models semantic-search retrieve-data pinecone rag retrieval-systems vector-search embedding-vectors vector-database embeddings-similarity vectordb vector-database-embedding retrieval-augmented-generation pineconedb pinecone-db retrival-augmented-generation

Updated Jun 30, 2025
Python

ToucanDB

pH-7 / ToucanDB

ToucanDB is a brand-new micro ML-first database engine 🦜

database object-database vector-database non-relational-database vector-database-embedding unstructured-database toucandb ml-database ai-database

Updated Jul 17, 2025
Python

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