txtai.java
Java client for txtai (by neuml)
Elasticsearch
Free and Open, Distributed, RESTful Search Engine (by elastic)
| txtai.java | Elasticsearch | |
|---|---|---|
| 12 | 91 | |
| 32 | 67,632 | |
| - | 0.6% | |
| 4.8 | 10.0 | |
| 13 days ago | 5 days ago | |
| Java | Java | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
txtai.java
Posts with mentions or reviews of txtai.java.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-11.
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# Run txtai in native code
txtai currently has two main methods of execution: Python or via a HTTP API. There are API bindings for JavaScript, Java, Rust and Go.
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Build semantic search applications with txtai
In addition to running in Python, txtai can run as an API service and has bindings for JavaScript, Java, Go and Rust.
- txtai: AI-powered search engine for Java;
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Transform tabular data with composable workflows
Next we'll execute the workflow. txtai has API bindings for JavaScript, Java, Rust and Golang. But to keep things simple, we'll just run the commands via cURL.
- txtai 3.4 released - Build AI-powered semantic search applications in Java
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txtai 3.4 released - Build AI-powered semantic search applications
txtai has a full API service that supports Java - https://github.com/neuml/txtai.java
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txtai - Semantic search backed by machine-learning powered workflows
🔗 API bindings for JavaScript, Java, Rust and Go
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txtai 3.0 released - Machine-learning workflows, similarity search and Java support via API
Example in Java - https://github.com/neuml/txtai.java/tree/master/examples/src/main/java
- Show HN: Txtai: AI-powered search engine for Java
- txtai: AI-powered search engine for Java
Elasticsearch
Posts with mentions or reviews of Elasticsearch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-18.
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Elasticsearch Version 9
You could check out their GitHub and see what is going on https://github.com/elastic/elasticsearch/issues
- One .gitignore to rule them all
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Who's hiring developer advocates? (October 2023)
Link to GitHub -->
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Do we think about vector dbs wrong?
I believe the 1024 limit has been upped in recent versions of Elasticsearch
https://github.com/elastic/elasticsearch/issues/92458
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Elasticsearch VS openobserve - a user suggested alternative
2 projects | 30 Aug 2023
- A dedicated Elasticsearch query language (ES|QL)
- Fleet datastreams: custom index templates
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Integrating Elasticsearch with Node.js Applications
Elasticsearch is written in Java and its source code is available on Github.
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Murmur3 hash plugin for nested objects?
I don't think the murmur3 hash implementation has changed since it was added as the default in version 2.0 (see the [changes](https://github.com/elastic/elasticsearch/commits/main/server/src/main/java/org/elasticsearch/cluster/routing/Murmur3HashFunction.java)). The plugin itself has seen [more changes](https://github.com/elastic/elasticsearch/commits/main/plugins/mapper-murmur3) but that's IMO because of internals and not visible changes in the calculations.
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Mongo or Mysql for 10tb of JSON documents, I'm questioning my previous choice.
Mysql is not as open source as postgres (long story). And you can see how open elasticsearch is by just having access to the bugs database https://github.com/elastic/elasticsearch/issue
What are some alternatives?
When comparing txtai.java and Elasticsearch you can also consider the following projects:
faiss - A library for efficient similarity search and clustering of dense vectors.
OpenSearch - 🔎 Open source distributed and RESTful search engine.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Apache Superset - Apache Superset is a Data Visualization and Data Exploration Platform [Moved to: https://github.com/apache/superset]
Tribuo - Tribuo - A Java machine learning library
bleve - A modern text/numeric/geo-spatial/vector indexing library for go
AgePredictor - Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum
pgvector - Open-source vector similarity search for Postgres
Java - All Algorithms implemented in Java
Whoosh
nazca - A new way of creating GUI in the web
MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow