GPT-Index https://
github.com/jerryjliu/gpt_
index
… GPT Index is a project consisting of a set of data structures that are created using GPT-3 and can be traversed using GPT-3 in order to answer queries. by @jerryjliu0
@langchain
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GPT-Index: Data Structures Powered by GPT-3 for Query Answering
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LangChain showcases favorite open source projects using framework
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We recently added a page in our documentation highlight some of our favorite projects (with preference for open source) that use LangChain! https://
langchain.readthedocs.io/en/latest/expl
anation/cool_demos.html
… What other ones did we miss/should we feature? on some of the ones highlighted: -
LangChain 0.0.25: Bug Fixes and Feature Improvements
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LangChain version 0.0.25 Bug fix for the semantic similarity example selector (@AkashSamant4)
Support SQL statements that return no results (@andrewgleave – 1st PR! Welcome!!)
Tidying up SerpAPI and PALChain
Adding examples of demos that use LangChain -
Chains for User Input and Memory in LangChain
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Yes to both! I think they are probably slightly different things, ones getting it know if it needs more info (adding in a “user input” chain) and another is getting it to keep the overall goal in mind (memory probably good for this)
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Easy Feature Addition Discussed for LangChain Repository
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hah @sjwhitmore and i were discussing that! we ended up not implementing yet but should be an easy addition… made a ticket! https://
github.com/hwchase17/lang
chain/issues/224
… if you want to tackle could be a good first pr… otherwise i think we can probably get it in in the next few days! -
LangChain Default OpenAI Model Updated to text-davinci-003
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@shyamalanadkat already submitted a PR to change the default OpenAI model to `text-davinci-003` in LangChain https://
github.com/hwchase17/lang
chain/pull/215
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Create Custom Memory Modules for LangChain Chains
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And here's how you can create your own custom memory module! https://
langchain.readthedocs.io/en/latest/exam
ples/memory/custom_memory.html
… This can be used to implement your own ideal memory structure and then easily plug it into any chain. -
Expanding Memory Types in LangChain With Community Contributions
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There are many more types of memory we hope to add! @sjwhitmore has been pioneering this effort so far, and we hope a lot of these come from the community. Check out this idea from @BrennanErbz for inspiration
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Contribute Memory Implementations to LangChain Core Library
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If you do have a memory implementation you think is generally useful, we'd LOVE to have it contributed back into the core library! We are super excited to see what people build with this https://
github.com/hwchase17/lang
chain
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Getting Started with Memory in Conversation Chains
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Here is a notebook for getting started with memory. It walks through maybe the most clear application of memory: a conversation chain. It showcases short term memory – remembering the conversation to date https://
langchain.readthedocs.io/en/latest/gett
ing_started/memory.html
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