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Appears in 6 awesome lists

ETL framework to build fresh context for AI agents, with incremental processing

Open github.comcocoindex-io/cocoindex

Found in these lists

Awesome Data Engineering

Section: Stream Processing · An open source ETL framework to build fresh index for AI.

FreshScore 87

Awesome Pipeline

Section: Pipeline frameworks & libraries · ETL framework to build fresh index.

FreshScore 86

Awesome Vector Search

Section: Library

ActiveScore 73

Best Of Python

Section: CocoIndex (24 · 6.1K) - Data transformation framework for AI. Ultra performant, with.. Apache-2 · (👨‍💻 93 · 🔀 450 · 📦 73):

FreshScore 88

Awesome Rust

Section: MLOps · ETL framework to build fresh context for AI agents, with incremental processing

FreshScore 94

awesome-python

Section: LLM and Inference · Incremental engine for long horizon agents Star if you like it!

FreshScore 81

Luigi

Python module for building complex pipelines of batch jobs. Handles dependency resolution, workflow management, visualization, and Hadoop integration. Built at Spotify and battle-tested in production. Apache 2.0 licensed.

In 15 listsDetails

Ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. ray.io

In 13 listsDetails

Dagster

Cloud-native orchestration platform for developing and maintaining data assets including ML models. Declarative programming model with integrated lineage and observability. Apache 2.0 licensed.

In 12 listsDetails

Dask

| Python | - Parallel computing with task scheduling in Python with a Pandas like API

In 11 listsDetails

Hamilton

| Python | - A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, etc. Embed Hamilton anywhere python runs, e.g. spark, airflow, jupyter, fastapi, python scripts, etc.

In 10 listsDetails

Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Features 350+ connectors with always-in-sync data from SharePoint, Google Drive, S3, Kafka, PostgreSQL and more. BSL 1.1 license (becomes Apache 2.0 after 4 years).

In 8 listsDetails

Chroma

An open-source embedding database for building AI applications with embeddings and semantic search.

In 8 listsDetails

FAISS

is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning. Faiss is written in C++ with complete…

In 8 listsDetails