What's the difference between LangChain, llama indexand others like autollm?

• swiss_army_llama

  11 871 8.8 Python

  A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

I found all of them to be quite bloated and annoying to use directly, which is why I made my own FastAPI based one, Swiss Army Llama. I’m obviously biased, but I far prefer it:

https://github.com/Dicklesworthstone/swiss_army_llama

• txtai

  356 7,080 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

Adding txtai to the list for consideration. Couple relevant links.

1. https://neuml.hashnode.dev/custom-api-endpoints

2. https://github.com/neuml/txtai

• 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.

  

• rocketrosti

  2 15 7.1 Python

  Chatbot, LLM companion and data retrieval framework

Love the name! To add to it, we created rocket-röschti (rocketrösti for anyone not familiar with Swiss German) for very similar reasons. Also, back when we started there was not a lot to work with.

But obviously now, it is also a good idea looking at AutoGen.

https://github.com/rocket-science-ch/rocketrosti

Suggest a related project