txtai - Semantic search backed by machine-learning powered workflows

• txtai

  354 6,953 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

GitHub: https://github.com/neuml/txtai

• faiss

  70 28,054 9.4 C++

  A library for efficient similarity search and clustering of dense vectors.

  

🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• annoy

  40 12,662 5.3 C++

  Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  

🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• hnswlib

  12 4,000 6.6 C++

  Header-only C++/python library for fast approximate nearest neighbors

  

🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• txtai.js

  11 139 5.0 JavaScript

  JavaScript client for txtai

  

🔗 API bindings for JavaScript, Java, Rust and Go

• txtai.java

  12 32 4.9 Java

  Java client for txtai

  

🔗 API bindings for JavaScript, Java, Rust and Go

• txtai.rs

  6 98 4.6 Rust

  Rust client for txtai

  

🔗 API bindings for JavaScript, Java, Rust and Go

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• txtai.go

  10 63 5.0 Go

  Go client for txtai

  

🔗 API bindings for JavaScript, Java, Rust and Go

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