Top 9 TypeScript vector-database Projects
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orama
🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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reverse-image-search-plugin
Find the images in your dataset most similar to a query image from URL or drag-and-drop, with FiftyOne!
Orama, an open-source, edge-first hybrid search engine highlights the industry's shift towards more efficient, accurate, and scalable solutions. Recent trends indicate a shift from traditional search solutions to more modern and efficient answering engines like Orama, evidenced by the search features on both Node.js and SolidJS that were formerly powered by Algolia, but are now powered by Orama.
Also comes with more than a CRUD UI, also has other built-in tools for RAG applications. https://github.com/Mintplex-Labs/vector-admin
Project mention: Show HN: Gnow – adaptive study guides for all types of learners | news.ycombinator.com | 2023-11-08Hey HN,
gnow.io uses a personalization engine to generate GPT-4 study guides based on your learning archetype.
One thing ChatGPT doesn't allow is the ability to search and read all conversations.
Gnow is designed to act as a repository of shareable, community-driven knowledge. This makes it easy to read or fork all previously generated knowledge for free.
Some stats since launching 2 weeks ago:
- 3,178 Unique Visitors
- 9,104 Page Views
- 340 Registered Users
Also, I wouldn't be here without the open source community - so heres a next.js ai-template for chatting with files.
- https://github.com/Jordan-Gilliam/ai-template
Project mention: 🦉 AthenaDB: Distributed Vector Database Powered by Cloudflare 🌩️ | dev.to | 2024-02-19AthenaDB is a serverless vector database designed to be highly distributed and easily accessible as an API. It leverages Cloudflare’s Workers AI platform to create the vectors, Cloudflare Vectorize for handling vector querying, and Cloudflare D1 as its database for storing text. This combination allows AthenaDB to offer a simple yet powerful set of API endpoints for inserting, querying, retrieving, and deleting vector text data.
I am learning Qdrant through this repository: https://github.com/qdrant/qdrant-js/blob/master/examples/node-js-basic/index.js
Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.
Index
What are some of the best open-source vector-database projects in TypeScript? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | orama | 8,095 |
| 2 | attu | 898 |
| 3 | vector-admin | 833 |
| 4 | embedbase | 482 |
| 5 | ai-template | 402 |
| 6 | athenadb | 244 |
| 7 | qdrant-js | 197 |
| 8 | drqa | 165 |
| 9 | reverse-image-search-plugin | 9 |
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