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Infinity Alternatives
Similar projects and alternatives to infinity
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Typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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MeiliSearch
A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
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sccache
Sccache is a ccache-like tool. It is used as a compiler wrapper and avoids compilation when possible. Sccache has the capability to utilize caching in remote storage environments, including various cloud storage options, or alternatively, in local storage.
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greptimedb
An open-source, cloud-native, unified time series database for metrics, logs and events with SQL/PromQL supported. Available on GreptimeCloud.
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ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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doquedb
DoqueDB is an open source relational database management system featuring powerful Japanese full-text search.
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pg_search
pg_search builds ActiveRecord named scopes that take advantage of PostgreSQL’s full text search
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whoosh-reloaded
Whoosh is a fast, featureful full-text indexing and searching library implemented in pure Python.
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askaitools-community-edition
A cutting-edge search engine project tailored specifically for the AI product
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SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
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rag-postgres-openai-python
A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.
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kt-search
Multi platform kotlin client for Elasticsearch & Opensearch with easily extendable Kotlin DSLs for queries, mappings, bulk, and more.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better infinity alternative or higher similarity.
infinity discussion
infinity reviews and mentions
Posts with mentions or reviews of infinity.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-08-06.
- What Postgres Full Text Search Is Missing
- Show HN: Infinity – Incredibly fast database for RAG with powerful hybrid search
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Better RAG Results with Reciprocal Rank Fusion and Hybrid Search
Within our open source RAG product RAGFlow(https://github.com/infiniflow/ragflow), Elasticsearch is currently used instead of other general vector databases, because it can provide hybrid search right now. Under the default cases, embedding based reranker is not required, just RRF is enough, while even if reranker is used, keywords based retrieval is also a MUST to be hybridized with embedding based retrieval, that's just what RAGFlow's latest 0.7 release has provided.
On the other hand let me introduce another database we developed, Infinity(https://github.com/infiniflow/infinity), which can provide the fastest hybrid search, you can see the performance here(https://github.com/infiniflow/infinity/blob/main/docs/refere...), both vector search and full-text search could perform much faster than other open source alternatives.
From the next version(weeks later), Infinity will also provide more comprehensive hybrid search capabilities, what you have mentioned the 3-way recalls(dense vector, sparse vector, keyword search) could be provided within single request.
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Speeding up C++ build times
Using C++20 modules, take a look at this project: https://github.com/infiniflow/infinity
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A note from our sponsor - InfluxDB
www.influxdata.com | 12 Sep 2024
Stats
Basic infinity repo stats
4
2,418
9.9
4 days ago
infiniflow/infinity is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of infinity is C++.
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Purpose built for real-time analytics at any scale.
InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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