First 15 Open Source Advent projects

• Milvus

  119 29,837 10.0 Go

  A cloud-native vector database, storage for next generation AI applications

  

  1. Milvus by Zilliz | Github

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• quivr

  23 36,217 9.9 Python

  Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework

  

  3. Quivr | GitHub | tutorial

• haystack

  59 17,070 9.8 Python

  :mag: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

  

  4. Haystack by Deepset | Github | tutorial

• proton

  11 1,523 9.4 C++

  A streaming SQL engine, a fast and lightweight alternative to ksqlDB and Apache Flink, 🚀 powered by ClickHouse. (by timeplus-io)

  

  5. Proton by Timeplus | Github | tutorial

• ydata-profiling

  43 12,449 8.9 Python

  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

  

  6. Ydata-synthetic and Ydata-profiling by YData | Github | tutorial

• Apache Flink

  10 23,917 9.9 Java

  Apache Flink

  

  7. Apache Flink | Github | tutorial

• advent-of-code-flink-paimon

  2 5 4.9 Dockerfile

  7. Apache Flink | Github | tutorial

• langchainrb

  16 1,322 9.5 Ruby

  Build LLM-powered applications in Ruby

  

  8. LangChain RB | Github | tutorial

• flyte

  33 5,611 9.8 Go

  Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

  

  9. Flyte by Union AI | Github | tutorial

• dvc

  116 13,685 9.4 Python

  🦉 ML Experiments and Data Management with Git

  

  10. DVC by Iterative | Github | tutorial

• dvclive

  5 163 8.3 Python

  📈 Log and track ML metrics, parameters, models with Git and/or DVC

  

  10. DVC by Iterative | Github | tutorial

• phoenix

  5 3,572 9.9 Jupyter Notebook

  AI Observability & Evaluation (by Arize-ai)

  

  11. Phoenix by Arize AI | Github | tutorial

• trulens

  14 2,089 9.7 Python

  Evaluation and Tracking for LLM Experiments

  

  12. TruLens by TruEra | Github | tutorial

• OpenLLM

  26 9,839 9.8 Python

  Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

  

  13. OpenLLM by BentoML | Github | tutorial

• label-studio

  50 18,504 9.9 JavaScript

  Label Studio is a multi-type data labeling and annotation tool with standardized output format

  

  14. LabelStudio by Human Signal | Github | tutorial

• llama_index

  76 35,918 10.0 Python

  LlamaIndex is a data framework for your LLM applications

  

  15. LlamaIndex | Github | tutorial

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