[P] I got fed up with LangChain, so I made a simple open-source alternative for building Python AI apps as easy and intuitive as possible.

• simpleaichat

  22 3,376 8.7 Python

  Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

• guidance

  89 12,248 9.5 Jupyter Notebook

  Discontinued A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance] (by microsoft)

  

• 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.

  

• simpleAI

  11 319 7.3 Python

  An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.

Not related to my own project SimpleAI despite the name, but looks like we can easily make the two work together, to keep it « simple ». Nice work!

• lmql

  30 3,320 9.5 Python

  A language for constraint-guided and efficient LLM programming.

  

if you want guidance control for LLMs, you should check this out: https://lmql.ai/

• agency

  5 42 7.0 Go

  Agency: Robust LLM Agent Management with Go (by ryszard)

I completely agree about langchain being brittle; what I really hate is that it's really hard to make sense about what is going on by reading the code. I was similarly frustrated and rolled my own thing on go (shameless plug): https://github.com/ryszard/agency

• panml

  25 109 7.3 Python

  PanML is a high level generative AI/ML development and analysis library designed for ease of use and fast experimentation.

  

• feste

  2 37 4.3 Python

  Feste is a free and open-source framework allowing scalable composition of NLP tasks using a graph execution model that is optimized and executed by specialized schedulers.

Agree, I do think though that for real deployment you need to reduce latency and be able to observe things and debug. This is what is missing, that's why I started Feste that build a lazy graph of calls and then optimize to use the batching API (when available) and also dispatch them in multiple processes.

• SaaSHub

  www.saashub.com featured

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

  

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