RAG Step-by-Step: Open Source Edition

• RAG_step-by-step

  2 4 6.8 Python

Open-source foundation models are released literally every week. The barriers to running a model have decreased significantly, allowing you to play and learn about generative AI quickly and with minimal cost and effort. SaSS or open source, give RAG Step-by-Step a spin.

• localstack_ai

  1 6 7.3 Jupyter Notebook

  Containerized environment for experimenting with open source foundation models

Instead of using OpenAI GPT3.5 and Pincone, I used the localstack_ai which is a containerized environment with Ollama, llama2, and PostgreSQL with pgvector.

• InfluxDB

  www.influxdata.com featured

  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.

  

Suggest a related project