š Best Free Vector Database
Vector Databases: Transforming Raw Data into AI Magic
· Master vector databases with this comprehensive guide covering embeddings, indexing, optimization, and real-world applications. Learn to choose the right vector database (Milvus, Pinecone, Weaviate), implement efficient similarity searches, and build AI-powered applications like recommendation systems, visual search, and anomaly detection. Includes step-by-step tutorials, performance ...
1 day ago
Top Vector Databases in 2025: A Comparative Overview
· Pricing: Open-source version free, Zilliz Cloud starting from $0.10 per million vectors. 6. Redis Search. Overview: Redis Search extends the popular Redis in-memory database with vector search capabilities, leveraging existing Redis infrastructure. Key Features: Built on Redis for ultra-low latency; Combines vector search with traditional Redis ...
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Starter Plan: Free tier with 1 pod and 5GB storage Standard Plan: $70/month per pod with additional storage costs Enterprise Plan: Custom pricing with dedicated support Pricing reflects per-pod costs with additional charges for storage and bandwidth. Weaviate: Open-Source Vector Database. Weaviate combines vector search with traditional database features through its GraphQL API.
2 days ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
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May 19, 2025
Pinecone Alternatives: What Are Your Options? | DataStax
· Pinecone is one of the most widely used vector database services. But that doesnāt mean that itās the best solution for every team. In fact, in the same āState of AIā report linked above, Pinecone ranked next to the bottom when users were asked whether they would recommend the vector database to others. Being āpopularā does not necessarily mean being loved.
1 day ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Store and index the embeddings in a vector database or search service. Convert user prompts from your application to embeddings. Run a vector search across your data, comparing the user prompt embedding to the embeddings your database. Use a language model such as GPT-35 or GPT-4 to assembly a user friendly completion from the vector search ...
Nov 24, 2024
Vector Databases: The Key to Scalable AI with Unstructured Data
· Where Vector Databases Shine. Real-world applications are growing rapidly across domains. Hereās where vector databases are already making an impact; Semantic Search & Retrieval (RAG) By using retrieval-augmented generation (RAG), businesses can pair LLMs with vector search to serve precise, context-aware answers.
3 days ago
Milvus Hits 35,000 GitHub Stars as AI Developers Embrace Open-Source ...
· Most Popular Vector Database on GitHub Powers Thousands of AI Applications Worldwide. REDWOOD CITY, Calif., May 30, 2025 /PRNewswire/ -- Zilliz, creator of the leading open-source vector database ...
1 day ago
Top 5 Vector Databases
Top Vector Databases in 2025: A Comparative Overview
· Top Vector Databases in 2025 1. Pinecone. Overview: Pinecone remains a leading managed vector database service, offering enterprise-grade performance and reliability without the operational overhead. Key Features: Fully managed cloud service with automatic scaling; Sub-20ms query latency at scale; Hybrid search combining dense and sparse vectors
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Unlike traditional databases that handle structured data, vector databases excel at finding similar items through semantic relationships. Key vector database capabilities: Store embeddings from machine learning models; Perform fast similarity searches across millions of vectors; Scale horizontally for production workloads; Support metadata ...
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Master vector databases with this comprehensive guide covering embeddings, indexing, optimization, and real-world applications. Learn to choose the right vector database (Milvus, Pinecone, Weaviate), implement efficient similarity searches, and build AI-powered applications like recommendation systems, visual search, and anomaly detection. Includes step-by-step tutorials, performance ...
1 day ago
Most Popular Vector Databases You Must Know in 2025
· ā Trump Tariffs Strike Again: China Pulls Back Amid Growing Trade Fallout ā Claude 4 vs GPT-4o vs Gemini 2.5 Pro: Which AI Codes Best in 2025? Leave a Reply Cancel reply This site uses Akismet to reduce spam.
6 days ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. ... Top 5 Vector Databases in 2024. 5 projects | dev.to | 14 Aug 2024 A ...
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3 days ago
Agentic AI APIs 2025 ā Top 5 Power Players - hashstudioz.com
· Letās explore the Top 5 most used agentic APIs that are making autonomous AI a real-world force. Table of Contents. 1. OpenAI Function Calling API; 2. LangChain Tooling & LangServe; 3. Vector Database APIs (Pinecone, Weaviate, Chroma) 4. Microsoft Graph + Copilot APIs ... Vector Database APIs (Pinecone, Weaviate, Chroma)
3 days ago
Vector Databases: The Key to Scalable AI with Unstructured Data
· Discover how vector databases are transforming enterprise AI by unlocking unstructured data for semantic search, recommendations, and real-time intelligence. ... Top Use Cases for AI. Vector-Enabled Platforms in the Enterprise Stack. Tool. Role. Pinecone, Weaviate, Milvus. Purpose-built vector databases. OpenSearch (Elasticsearch + k-NN plugin ...
3 days ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Vector databases are designed to store and manage vector embeddings. Embeddings are numeric representations of non-numeric data that preserve semantic meaning. Words, documents, images, audio, and other types of data can all be vectorized. You can use embeddings to help an AI model understand the meaning of inputs so that it can perform ...
2 days ago
List Of Vector Databases
Top Vector Databases in 2025: A Comparative Overview
· Vector databases have become the backbone of modern AI applications, powering everything from recommendation engines to large language models and computer vision systems. In 2025, the vector database landscape offers diverse solutions tailored to different use cases, performance requirements, and scalability needs.
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· What Are Vector Databases? Vector databases store and query high-dimensional vectors that represent data as mathematical embeddings. Unlike traditional databases that handle structured data, vector databases excel at finding similar items through semantic relationships. Key vector database capabilities: Store embeddings from machine learning models
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Master vector databases with this comprehensive guide covering embeddings, indexing, optimization, and real-world applications. Learn to choose the right vector database (Milvus, Pinecone, Weaviate), implement efficient similarity searches, and build AI-powered applications like recommendation systems, visual search, and anomaly detection. Includes step-by-step tutorials, performance ...
1 day ago
Most Popular Vector Databases You Must Know in 2025
· Recent Posts. Idea Frontier #4: Enterprise Agentics, DaaS, Self-Improving LLMs; Idea Frontier #3: Biosignature Chemistry, Photonic Intelligence, Synthetic Scaling
6 days ago
List: databases | Curated by Viacheslav Kim - Medium
· 10 Best Vector Databases You Should Consider in 2025. The best tools for fast, scalable vector search. May 16. A response icon 3. May 16. A response icon 3. In. Letās Code Future. by. TheMindShift.
6 days ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Understand vector search. Vector databases provide vector search capabilities to find similar items based on their data characteristics rather than by exact matches on a property field. Vector search works by analyzing the vector representations of your data that you created using an AI embedding model such the Azure OpenAI embedding models ...
2 days ago
Pinecone Alternatives: What Are Your Options? | DataStax
· For a more in-depth discussion of how vector databases work and why they are crucial for AI, especially for generative AI, check out our guide to vector databases. Pinecone strengths and weaknesses. The recent Forrester Waveā¢: Vector Databases, Q3 2024 report provides a good overview of the vector database marketplace. Forrester ranked ...
1 day ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
3 days ago
Top Vector Databases 2025
Top Vector Databases in 2025: A Comparative Overview
· In 2025, the vector database landscape offers diverse solutions tailored to different use cases, performance requirements, and scalability needs. This comprehensive guide examines the leading vector database solutions available in 2025, providing technical insights, performance comparisons, and practical recommendations to help you choose the right platform for your AI-powered applications.
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Starter Plan: Free tier with 1 pod and 5GB storage Standard Plan: $70/month per pod with additional storage costs Enterprise Plan: Custom pricing with dedicated support Pricing reflects per-pod costs with additional charges for storage and bandwidth. Weaviate: Open-Source Vector Database. Weaviate combines vector search with traditional database features through its GraphQL API.
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Master vector databases with this comprehensive guide covering embeddings, indexing, optimization, and real-world applications. Learn to choose the right vector database (Milvus, Pinecone, Weaviate), implement efficient similarity searches, and build AI-powered applications like recommendation systems, visual search, and anomaly detection. Includes step-by-step tutorials, performance ...
1 day ago
Most Popular Vector Databases You Must Know in 2025
· ā Trump Tariffs Strike Again: China Pulls Back Amid Growing Trade Fallout ā Claude 4 vs GPT-4o vs Gemini 2.5 Pro: Which AI Codes Best in 2025? Leave a Reply Cancel reply This site uses Akismet to reduce spam.
6 days ago
Pinecone Alternatives: What Are Your Options? | DataStax
· For a more in-depth discussion of how vector databases work and why they are crucial for AI, especially for generative AI, check out our guide to vector databases. Pinecone strengths and weaknesses. The recent Forrester Waveā¢: Vector Databases, Q3 2024 report provides a good overview of the vector database marketplace. Forrester ranked ...
1 day ago
Memory for the machine: How vector databases power the next generation ...
· The vector database market is experiencing rapid growth, with projections estimating it will reach $10.6 billion by 2032, according to market research firm SNS Insider. This surge is driven by the ...
2 days ago
Vector Databases: The Key to Scalable AI with Unstructured Data
· Discover how vector databases are transforming enterprise AI by unlocking unstructured data for semantic search, recommendations, and real-time intelligence. ... 2025. Share this post . Navigating the Data Landscape: The Rise of Vector Databases for Unstructured Data ... Top Use Cases for AI. Vector-Enabled Platforms in the Enterprise Stack ...
3 days ago
Agentic AI APIs 2025 ā Top 5 Power Players - hashstudioz.com
· In 2025, the AI world isnāt just about chatbots and copilotsāitās about agents. Autonomous, reasoning, task-executing AI agents are transforming how we interact with software, perform research, and automate business workflows. ... and environment. Letās explore the Top 5 most used agentic APIs that are making autonomous AI a real-world ...
3 days ago
Best Local Vector Database
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Self-Hosted: Free open-source deployment Weaviate Cloud Services: Starting at $25/month for managed hosting Enterprise: Custom pricing with dedicated support and SLAs Chroma: Developer-Friendly Vector Database. Chroma focuses on developer experience with simple APIs and local development capabilities.
2 days ago
Top Vector Databases in 2025: A Comparative Overview
· In 2025, the vector database landscape offers diverse solutions tailored to different use cases, performance requirements, and scalability needs. This comprehensive guide examines the leading vector database solutions available in 2025, providing technical insights, performance comparisons, and practical recommendations to help you choose the right platform for your AI-powered applications.
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Master vector databases with this comprehensive guide covering embeddings, indexing, optimization, and real-world applications. Learn to choose the right vector database (Milvus, Pinecone, Weaviate), implement efficient similarity searches, and build AI-powered applications like recommendation systems, visual search, and anomaly detection. Includes step-by-step tutorials, performance ...
1 day ago
Pinecone Alternatives: What Are Your Options? | DataStax
· Pinecone is one of the most widely used vector database services. But that doesnāt mean that itās the best solution for every team. In fact, in the same āState of AIā report linked above, Pinecone ranked next to the bottom when users were asked whether they would recommend the vector database to others. Being āpopularā does not necessarily mean being loved.
1 day ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Store and index the embeddings in a vector database or search service. Convert user prompts from your application to embeddings. Run a vector search across your data, comparing the user prompt embedding to the embeddings your database. Use a language model such as GPT-35 or GPT-4 to assembly a user friendly completion from the vector search ...
2 days ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
3 days ago
DocumentDB Local ā MongoDB API on Your Machine - Azure Cosmos DB Blog
· Azure Cosmos DB is a fully managed and serverless NoSQL and vector database for modern app development, including AI applications. With its SLA-backed speed and availability as well as instant dynamic scalability, it is ideal for real-time NoSQL and MongoDB applications that require high performance and distributed computing over massive volumes of NoSQL and vector data.
3 days ago
Welcome to VectorX Docs
· Welcome to the official documentation for VectorX ā a secure, client-side encrypted vector database. Start by choosing a section from the sidebar, or use the quick links below. Get Started. Introduction; Quickstart; Installation; Integration - Lang Chain; Integration - Llama Index; Core Concepts. Usage Guide; Security & Key Management;
May 24, 2025
Best Open Source Vector Db
Top Vector Databases in 2025: A Comparative Overview
· Best For: Performance-critical applications, distributed systems requiring high throughput. Pricing: Open-source with managed cloud service starting from $50/month. 4. Chroma. Overview: Chroma positions itself as the AI-native open-source embedding database, focusing on simplicity and developer experience. Key Features: Lightweight and easy to ...
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Self-Hosted: Free open-source deployment Weaviate Cloud Services: Starting at $25/month for managed hosting Enterprise: Custom pricing with dedicated support and SLAs Chroma: Developer-Friendly Vector Database. Chroma focuses on developer experience with simple APIs and local development capabilities.
2 days ago
Pinecone Alternatives: What Are Your Options? | DataStax
· However, if Astra DB meets your general requirements as outlined above (hybrid database, managed solution, built on open source), we believe you'll love Astra DB. Astra DB is the only vector database with real-time indexing, hybrid search, and a familiar Data API (MongoDB-compatible) that supports both vector and non-vector data.
1 day ago
Vector Databases: Transforming Raw Data into AI Magic
· Milvus is an open source, highly scalable vector database that supports multiple indexing algorithms like HNSW and inverted file indexing (IVF). You can integrate it with ML frameworks like TensorFlow and PyTorch. Pinecone is a managed vector database designed to be simple to use, helping you to automatically scale for millions of vectors. It ...
1 day ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
3 days ago
Milvus Hits 35,000 GitHub Stars as AI Developers Embrace Open-Source ...
· Zilliz offers a fully managed, multi-cloud vector database service powered by open-source Milvus, supporting major cloud platforms such as AWS, GCP, and Azure, and is available across more than 20 ...
1 day ago
Fondo | HelixDB Launches: The Database for RAG & AI
· This makes it the best solution for making AI retrieval engines for agents and LLMs. How they currently do this: Seamlessly integrate vector types into your knowledge graph; ... HelixDB is an open-source graph-vector database that brings structure to your un-structured data for RAG and AI applications. Currently, they have hundreds of ...
2 days ago
OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database ...
· With performance as a key focus of this release, OpenSearch 3.0 delivers up to 9.5x faster vector search compared to version 1.3, thanks to support for GPU acceleration and more efficient indexing.
15 hours ago
Most Popular Vector Database
Top Vector Databases in 2025: A Comparative Overview
· Top Vector Databases in 2025 1. Pinecone. Overview: Pinecone remains a leading managed vector database service, offering enterprise-grade performance and reliability without the operational overhead. Key Features: Fully managed cloud service with automatic scaling; Sub-20ms query latency at scale; Hybrid search combining dense and sparse vectors
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Vector databases store and query high-dimensional vectors that represent data as mathematical embeddings. Unlike traditional databases that handle structured data, vector databases excel at finding similar items through semantic relationships. ... The open-source database integrates seamlessly with popular AI frameworks. Chroma Architecture and ...
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Popular Vector Databases. In recent years, several vector databases and tools have emerged to address the growing demand for high-dimensional data management. Three important vector databases to note are: Milvus is an open source, highly scalable vector database that supports multiple indexing algorithms like HNSW and inverted file indexing (IVF).
1 day ago
Most Popular Vector Databases You Must Know in 2025
· ā Trump Tariffs Strike Again: China Pulls Back Amid Growing Trade Fallout ā Claude 4 vs GPT-4o vs Gemini 2.5 Pro: Which AI Codes Best in 2025?
6 days ago
Milvus Hits 35,000 GitHub Stars As AI Developers Embrace Open-Source ...
· Most Popular Vector Database on GitHub Powers Thousands of AI Applications Worldwide. REDWOOD CITY, Calif., May 30, 2025 /PRNewswire/ ā Zilliz, creator of the leading open-source vector database Milvus, today announced that Milvus has achieved 35,000 stars on GitHub, establishing it as the most popular vector database platform globally.The milestone reinforces Milvusās dominant market ...
1 day ago
Recommended Stories - Yahoo Finance
· Most Popular Vector Database on GitHub Powers Thousands of AI Applications Worldwide. REDWOOD CITY, Calif., May 30, 2025 /PRNewswire/ -- Zilliz, creator of the leading open-source vector database ...
1 day ago
Pinecone Alternatives: What Are Your Options? | DataStax
· Pinecone is one of the most widely used vector database services. But that doesnāt mean that itās the best solution for every team. In fact, in the same āState of AIā report linked above, Pinecone ranked next to the bottom when users were asked whether they would recommend the vector database to others. Being āpopularā does not necessarily mean being loved.
1 day ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
May 19, 2025
Best Vector Database Open Source
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Self-Hosted: Free open-source deployment Weaviate Cloud Services: Starting at $25/month for managed hosting Enterprise: Custom pricing with dedicated support and SLAs Chroma: Developer-Friendly Vector Database. Chroma focuses on developer experience with simple APIs and local development capabilities.
2 days ago
Top Vector Databases in 2025: A Comparative Overview
· Best For: Performance-critical applications, distributed systems requiring high throughput. Pricing: Open-source with managed cloud service starting from $50/month. 4. Chroma. Overview: Chroma positions itself as the AI-native open-source embedding database, focusing on simplicity and developer experience. Key Features: Lightweight and easy to ...
2 days ago
Pinecone Alternatives: What Are Your Options? | DataStax
· However, if Astra DB meets your general requirements as outlined above (hybrid database, managed solution, built on open source), we believe you'll love Astra DB. Astra DB is the only vector database with real-time indexing, hybrid search, and a familiar Data API (MongoDB-compatible) that supports both vector and non-vector data.
1 day ago
Vector Databases: Transforming Raw Data into AI Magic
· Milvus is an open source, highly scalable vector database that supports multiple indexing algorithms like HNSW and inverted file indexing (IVF). You can integrate it with ML frameworks like TensorFlow and PyTorch. Pinecone is a managed vector database designed to be simple to use, helping you to automatically scale for millions of vectors. It ...
1 day ago
Milvus Hits 35,000 GitHub Stars as AI Developers Embrace Open-Source ...
· Zilliz offers a fully managed, multi-cloud vector database service powered by open-source Milvus, supporting major cloud platforms such as AWS, GCP, and Azure, and is available across more than 20 ...
1 day ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Vector databases provide vector search capabilities to find similar items based on their data characteristics rather than by exact matches on a property field. Vector search works by analyzing the vector representations of your data that you created using an AI embedding model such the Azure OpenAI embedding models. The search process measures ...
2 days ago
OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database ...
· With performance as a key focus of this release, OpenSearch 3.0 delivers up to 9.5x faster vector search compared to version 1.3, thanks to support for GPU acceleration and more efficient indexing.
15 hours ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
3 days ago
Top Open Source Vector Databases
Top Vector Databases in 2025: A Comparative Overview
· Best For: Rapid prototyping, small to medium-scale applications, developers new to vector databases. Pricing: Free open-source, with managed cloud service in beta. 5. Milvus. Overview: Milvus, backed by Zilliz, offers both open-source and managed cloud solutions with strong enterprise features and massive scalability. Key Features:
2 days ago
Vector Database Comparison: Pinecone vs Weaviate vs Chroma - Complete ...
· Self-Hosted: Free open-source deployment Weaviate Cloud Services: Starting at $25/month for managed hosting Enterprise: Custom pricing with dedicated support and SLAs Chroma: Developer-Friendly Vector Database. Chroma focuses on developer experience with simple APIs and local development capabilities.
2 days ago
Vector Databases: Transforming Raw Data into AI Magic
· Milvus is an open source, highly scalable vector database that supports multiple indexing algorithms like HNSW and inverted file indexing (IVF). You can integrate it with ML frameworks like TensorFlow and PyTorch. Pinecone is a managed vector database designed to be simple to use, helping you to automatically scale for millions of vectors. It ...
1 day ago
Top 23 image-search Open-Source Projects - LibHunt
· Weaviate is open-source vector database state-of-the-art machine learning (ML) models to turn your data - text, images, and more - into a searchable vector database. It stores both objects and vectors, allowing for the combination of vector search with structured filtering. Thus, the performance of search is integral especially for a database.
23
May 19, 2025
Pinecone Alternatives: What Are Your Options? | DataStax
· Pinecone is one of the most widely used vector database services. But that doesnāt mean that itās the best solution for every team. In fact, in the same āState of AIā report linked above, Pinecone ranked next to the bottom when users were asked whether they would recommend the vector database to others. Being āpopularā does not necessarily mean being loved.
1 day ago
Most Popular Vector Databases You Must Know in 2025
· No Comments on Most Popular Vector Databases You Must Know in 2025; Related. ... OpenAI (2) open source (2) parallel (2) parallel processing (2) perplexity (2) product roadmap (2) python (4) Qwen (7) RAG (4) RAG (2) Search Generative Experience (2) skill gaps (3) social media (3) spark (2) top blogs (2) ...
6 days ago
Using Vector Databases to Extend LLM Capabilities - .NET
· Other databases can be enhanced with vector search by indexing the stored data using a service such as Azure AI Search, which can scan and index your data to provide vector search capabilities. Vector search workflows with .NET and OpenAI. Vector databases and their search features are especially useful in RAG pattern workflows with Azure ...
Nov 24, 2024
Milvus Hits 35,000 GitHub Stars As AI Developers Embrace Open-Source ...
· Most Popular Vector Database on GitHub Powers Thousands of AI Applications Worldwide. REDWOOD CITY, Calif., May 30, 2025 /PRNewswire/ ā Zilliz, creator of the leading open-source vector database Milvus, today announced that Milvus has achieved 35,000 stars on GitHub, establishing it as the most popular vector database platform globally.The milestone reinforces Milvusās dominant market ...
1 day ago
Best Vector Database For Langchain
How Do I Store a Knowledge Graph in a Database? | DataStax
· This means that, instead of supporting a graph database just to implement Graph RAG, you can leverage your existing vector database, such as Astra DB, to store your knowledge graphs as vector embeddings. Components such as LangChainās GraphVectorStore enable parsing and creating a hybrid vector/graph store you can then save to a vector database.
2 days ago
Scalable RAG System with LangChain and Redis Vector Search
· This article breaks down how to architect a production-grade RAG pipeline using LangChain as the orchestration layer and Redis as the vector database. The focus is on real-world deployments: latency budgets, vector chunking strategies, session memory, filtering, secure multi-tenancy and query tuning for precision.
3 days ago
Top RAG Tools to Boost Your LLM Workflows in 2025 - makebot.ai
· Recent benchmarks indicate that LlamaIndex's vector index achieves 25-30% faster query times compared to basic vector database implementations. The framework's strength in RAG workflows comes from its simplified API for connecting diverse knowledge sources to LLMs , making it an excellent choice for developers looking to quickly implement Retrieval Augmented Generation without building ā¦
5 days ago
9 Best Vector Database Courses to Implement AIās Searchable Memory
· A vector database is the infrastructure that stores, indexes, and enables efficient searching through millions or billions of these embeddings. You need both: embeddings to capture semantic meaning, and vector databases to make that meaning searchable at scale. ... Integrating vector databases with LangChain for RAG applications; Best practices ...
9
3 days ago
Embedding Intelligence with Vector Search and RAG Models: A Deep Dive
· Words that have similar meanings are clustered together in the vector database for AI applications. For instance, āautomobileā, ācarā, āvehicleā, āsedanā, will all be mapped to nearby points in vector space. ... Best Tools and Frameworks for Building Vector Search and RAG Systems ... LangChain. LangChain offers a comprehensive ...
3 days ago
chromadb - PyPI
· Integrations: š¦ļøš LangChain (python and js), š¦ LlamaIndex and more soon; Dev, Test, Prod: the same API that runs in your python notebook, scales to your cluster; Feature-rich: Queries, filtering, density estimation and more; Free & Open Source: Apache 2.0 Licensed; Use case: ChatGPT for _____ For example, the "Chat your data" use case:
3 days ago
RAG Architecture Explained: A Comprehensive Guide [2025] | Generative ...
· This vector is then matched against a vector database, a specialized system optimized for similarity search and semantic search. ... Schedule periodic re-indexing to maintain data freshness. Best Practices for Scalable RAG Deployment ... Langchain is a popular open-source framework designed to orchestrate LLM applications using modular ...
3 days ago
Python RAG API Tutorial with LangChain & FastAPI ā Complete Guide
· A hands-on guide to building a Retrieval-Augmented Generation (RAG) API using Python, LangChain, FastAPI, and pgvector ā complete with architecture diagrams and code. Vitalii Honchar ā AI & Backend Engineering
2 days ago