Generative AI Frameworks & Tools

Langchain

General purpose framework that can be used to build a variety of applications.

LangChain is an innovative open-source framework crafted for developing powerful applications using LLMs. These advanced AI systems, trained on massive datasets, can produce human-like text with remarkable accuracy.

It makes it easier to create LLM-driven applications by providing a comprehensive toolkit that simplifies the integration and enhances the functionality of these sophisticated models.

LangChain was launched by Harrison Chase and Ankush Gola in October 2022. It has gained popularity among developers and AI enthusiasts for its robust features and ease of use.

Llamaindex

1) Production ready RAG application

2) Efficient indexing and retrieval capabilities

Haystack

1) Build modern search pipelines with LLMs

2) Excels at text vectorization and similarity search

Hugging Faces

1) Model hosting and versioning

2) Community models and datasets