v0.4.9

LlamaIndex 0.4.9 adds support for a Chroma reader and Chroma vector store! A huge thanks to @atroyn for helping to add this to the LlamaIndex repo. 🎉

LlamaIndex v0.4.8

• Added ability to customize text splitter for a given index!
• PSA: all loaders from LlamaHub https://github.com/emptycrown/llama-hub now use llama_index by default instead of gpt_index. If you do not wish to use the llama_index package yet, we've added a use_gpt_index_import option for download_loader. Set it to True, and you can retain gpt_index imports.

LlamaIndex v0.4.7

LlamaIndex v0.4.7 adds an index playground module:

• If you're not sure which index, model, embedding, etc to use, you can now utilize Playground to easily test them all at once and monitor results.
• Added a documentation page as well.

LlamaIndex v0.4.6

LlamaIndex has gotten much faster with a big new update (v0.4.6)! 🦙🔥

• Added async support for “tree_summarize” queries; get responses 3-5x faster ⚡️
• Added embedding batching to make vector index construction blazing fast 🏎️💨

LlamaIndex v0.4.5

LlamaIndex 0.4.5 is out:

• Support for keeping track of triplets for KG index in sources 📝! (Thanks Logan)
• Significantly reduced index JSON file size by removing unnecessary information (thanks for suggestion Yusuf!)

GPT Index v0.4.4

GPT Index v0.4.4 introduces some exciting enhancements to our query capabilities to better interface with our data structures.

• Added a QueryBundle abstraction allowing you to separate the query string from the string that's used for embedding lookup.
• Added a QueryTransform class allowing us to transform queries within our data structures - first implementation is with HyDE

Some examples are given here: https://github.com/jerryjliu/gpt_index/blob/main/examples/query_transformations/HyDEQueryTransformDemo.ipynb

GPT Index v0.4.3

GPT Index v0.4.3 is out:

We've added a Knowledge Graph 🧠 index! Build a KG by extracting triplets, and leverage the KG during query-time.

Take a look at this nb for an example: https://github.com/jerryjliu/gpt_index/blob/main/examples/knowledge_graph/KnowledgeGraphDemo.ipynb

GPT Index v0.4.2

GPT Index 0.4.2 is out:

• Added caching to download_loader call! Use from cache instead of downloading from llamahub.ai every time. (thanks @emptycrown)
• Added pinecone kwargs to all index operations for pinecone index
• RSS reader fix (thanks @bborn)
• Fixed some shorturl/python bugs

GPT Index v0.4.1

GPT Index 0.4.1 is out:

• Added Azure OpenAI example notebook! (Thanks Rob)
• Added @github repository loader! (Thanks ahmetkca)
• Some nice response refactors (thanks Kevin)
• Updated retry policy for @openai (thanks Ajinkya)

• bug fixes/doc improvements! @lukawskikacper, Marco, Patrick

GPT Index v0.4.0

GPT Index 0.4.0 is out! We bumped the middle version up because we’ve now added

📄🪵 Full support for Python logger 🪵📄

Throughout the entire codebase. No more print statements!

HUGE shoutout to @mcminis1 for landing this awesome change!

NOTE  ⚠️: this is a breaking change. There are no more verbose parameters anymore.

See the following example for how to configure basic logging to stdout (similar to print statement).