TileDB-Vector-Search VS google-search-results-nodejs

- vector search, utilizing TileDB and TileDB Cloud for seamless scaling: https://tiledb.com/blog/why-tiledb-as-a-vector-database (library: https://github.com/TileDB-Inc/TileDB-Vector-Search)

Stavros from TileDB here (Founder and CEO). I thought of requesting some feedback from the community on this blog. It was only natural for a multi-dimensional array database like TileDB to offer vector (i.e., 1D array) search capabilities. But the team managed to do it very well and the results surprised us. We are just getting started in this domain and a lot of new algorithms and features are coming up, but the sooner we get feedback the better.

TileDB-Vector-Search Github repo: https://github.com/TileDB-Inc/TileDB-Vector-Search

TileDB-Embedded (core array engine) Github repo: https://github.com/TileDB-Inc/TileDB

TileDB 101: Vector Search (blog to get kickstarted): https://tiledb.com/blog/tiledb-101-vector-search/

New Vector search library: https://github.com/TileDB-Inc/TileDB-Vector-Search

Our headquarters are located in Cambridge, MA and we have a subsidiary in Athens, Greece. We offer the ability to work remotely for anyone with legal residence in the US or Greece. We have several open positions aimed at increasing TileDB’s feature set, growth and adoption. You will have the opportunity to work on innovative technology that creates impact on challenging and exciting problems in Genomics, Geospatial, Time Series, and more. We have just launched a new vector search library built on top of TileDB and leveraging

We are actively seeking:

The Google Search URL parameters are important to understand whether you are maximizing the conversion rate in your ad groups and optimizing your cost per click(CPC) rates in Google Analytics for your ad campaigns, improving your SEO(Search Engine Optimization) metrics for your e-commerce business, or collecting data for your social media project. Using custom parameters for your search will affect the Search Engine Result Page (SERP) data significantly in your favor. SerpApi unlocks the power of SERP data to you with minimal effort, the fastest response times, and in the most complete form.

A SERP API key set in the SERP_API_KEY variable.

SerpApi | https://serpapi.com | Junior-to-Senior Fullstack Engineer | Illustrator and Graphic Designer | Based in Austin, TX but remote-first structure | Full-time | ONSITE or FULLY REMOTE | $150K - 180K a year 1099 for US or local avg + 20% for outside the US

SerpApi is the leading API to scrape and parse search engine results. We deeply support Google, Google Maps, Google Images, Bing, Baidu, and a lot more.

Our current stack is Ruby, Rails, MongoDB, and React.JS. We are looking for more Junior and Senior FullStack Engineers.

We have an awesome work environment: We are a remote first company (before Covid!). We do continuous integration, continuous deployments, code reviews, code pairings, profit sharing, and most of communication is async via GitHub.

We value super strongly transparency, do open books, have a public roadmap, and contribute to the EFF.

Apply at: https://serpapi.com/careers

SerpApi | https://serpapi.com | Junior-to-Senior Fullstack Engineer | Illustrator and Graphic Designer | Based in Austin, TX but remote-first structure | Full-time | ONSITE or FULLY REMOTE | $150K - 180K a year 1099 for US or local avg + 20% for outside the US

SerpApi is the leading API to scrape and parse search engine results. We deeply support Google, Google Maps, Google Images, Bing, Baidu, and a lot more.

Our current stack is Ruby, Rails, MongoDB, and React.JS.

This code needs two API keys: one for the OpenAI API (GPT-4 is used by the CrewAI "Agents" by default) and one for the SerpAPI (you can create an account for free).

Sign up for free at SerpApi.

SERPApi: SERPApi is a powerful tool that provides developers with an easy and efficient way to extract search engine results page (SERP) data using API.

Assuming privacy is not a concern for coding questions, you can use the following web search APIs to augment your LLM's knowledge - Google's web search API: https://serpapi.com/ - You.com's web-search API: https://api.you.com/ - Metaphor's web-search API: https://platform.metaphor.systems/ - StackExchange question search API: https://api.stackexchange.com/docs/advanced-search

I run a large Rails application (https://serpapi.com), and the issues that would be solved with the type system would be close to nil.

SerpApi is an API for scraping Google and other search engines with fast, easy, and complete solutions. Our team is tackling a challenge within our operational database where we house a Locations collection featuring predefined data structures. We aim to offer these locations to clients reliably and allow them to utilize these in their searches with SerpApi's Google Search API, demonstrating the interconnected functionality of various types of databases. You may register to claim free credits to try out our products