First 15 Open Source Advent projects

• Milvus

  104 26,857 10.0 Go

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

  

1. Milvus by Zilliz | Github

• quivr

  22 32,240 9.9 TypeScript

  Your GenAI Second Brain 🧠 A personal 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 ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.

  

3. Quivr | GitHub | tutorial

• 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.

  

• haystack

  54 13,633 9.9 Python

  :mag: LLM 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

  9 1,282 9.7 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 12,022 8.5 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

  9 23,158 9.9 Java

  Apache Flink

  

7. Apache Flink | Github | tutorial

• advent-of-code-flink-paimon

  2 4 4.9 Dockerfile

7. Apache Flink | Github | tutorial

• 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.

  

• langchainrb

  16 1,050 9.5 Ruby

  Build LLM-powered applications in Ruby

  

8. LangChain RB | Github | tutorial

• flyte

  31 4,761 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

  109 13,116 9.7 Python

  🦉 ML Experiments and Data Management with Git

  

10. DVC by Iterative | Github | tutorial

• dvclive

  5 152 9.0 Python

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

  

10. DVC by Iterative | Github | tutorial

• phoenix

  4 2,586 9.9 Jupyter Notebook

  AI Observability & Evaluation (by Arize-ai)

  

11. Phoenix by Arize AI | Github | tutorial

• trulens

  14 1,612 9.8 Jupyter Notebook

  Evaluation and Tracking for LLM Experiments

  

12. TruLens by TruEra | Github | tutorial

• OpenLLM

  25 8,733 9.9 Python

  Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint, locally and in the cloud.

  

13. OpenLLM by BentoML | Github | tutorial

• label-studio

  50 16,469 9.8 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

  75 30,910 10.0 Python

  LlamaIndex is a data framework for your LLM applications

  

15. LlamaIndex | Github | tutorial

• SaaSHub

  www.saashub.com sponsored

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

  

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