Swirl

Swirl queries any number of data sources with APIs and uses spaCy and NLTK to re-rank the unified results without extracting and indexing anything! Includes zero-code configs for Apache Solr, ChatGPT, Elastic Search, OpenSearch, PostgreSQL, Google BigQuery, RequestsGet, Google PSE, NLResearch.com, Miro & more! SWIRL adapts and distributes queries to anything with a search API - search engines, databases, noSQL engines, cloud/SaaS services etc - and uses AI (Large Language Models) to re-rank the unified results without extracting and indexing anything. It's intended for use by developers and data scientists who want to solve multi-silo search problems from enterprise search to new monitoring & alerting solutions that push information to users continuously. Built on the Python/Django/RabbitMQ stack, SWIRL includes connectors to Apache Solr, ChatGPT, Elastic, OpenSearch | PostgreSQL, Google BigQuery plus generic HTTP/GET/JSON with configurations for premium services.

Features

Ranked results will appear in just a few seconds
WIRL includes 3 Google Programmable Search Engines (PSEs)
Complete with shared credentials, to get you up and running with right away
SearchProvider configurations for all included Connectors. They can be organized with the active, default and tags properties
Synchronous or asynchronous search federation via APIs
Optional subscribe feature to continuously monitor any search for new results
Pipelining of Processor stages for real-time adaptation and transformation of queries, responses and results
Results stored in SQLite3 or PostgreSQL for post-processing, consumption and/or analytics
Duplicate detection on field or by configurable Cosine Similarity threshold
Matching on word stems and handling of stopword via NLTK

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License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Large Language Models (LLM), Python ChatGPT Apps, Python Generative AI

Registered

2023-03-22

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