Deep dive on retrieval Excited to have the opportunity to talk about the advanced retrieval tools we're building: – smart text splitting
– self-query
– retrieval agents Even more excited to be joined by @UnstructuredIO @trychroma
… should be fun
@hwchase17
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Advanced Retrieval Tools: Smart Splitting, Self-Query, Agents
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Chat with Data Anywhere Using LangChain and Ibis
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LLMs unlock capabilities for organizations to chat with data. But what if you want to chat with or ask questions of your own data, stored in different sources? Today we show how to use @langchain and @IbisData. https://
voltrondata.com/resources/use-
langchain-ibis-chat-with-data-stored-anywhere
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Teaching Bots Internally: Comparing AI Systems
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Joris's stuff is always awesome
— Harrison Chase (@hwchase17) 4 août 2023
We've been playing around with teaching bots internally, curious to compare to this https://t.co/OY0upvNhToJoris's stuff is always awesome We've been playing around with teaching bots internally, curious to compare to this
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Advanced Retrieval Webinar with LangChain, Chroma, Unstructured
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Advanced Retrieval Webinar @langchain x @trychroma x @UnstructuredIO Retrieval is a key part of most GenAI systems. And there is a lot of nuance to it! Excited to bring together some leaders from across the stack to discuss it live next week!
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LangChain Expression Language Discussion and Q&A Session
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Had a fun discussion with @nfcampos on Wednesday about our new LangChain Expression Language We also took some awesome questions from the audience! Check it out on YouTube now for some fun Friday viewing:
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Chat-Your-Data Starter Repo Updated with New Chains and LLMs
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Chat-Your-Data Update Our starter repo for creating a chatbot over your data has got an update! Big thanks to @bllchmbrs for updating it (new chains, new LLMs) The space moves fast, is great to have community members like Bill keeping us up-to-date!
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NVIDIA Guide Secures LLM Systems Against Prompt Injection
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A great (new) guide and overview on securing LLM systems against prompt injection by @nvidia We did a webinar on prompt injection a few months and the main takeaway was more awareness was needed around this. Great to see posts like this doing that
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GPT-4 Performance: Reliability and Future Model Improvements
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with gpt4 its fairly doable. a bit hit and miss with other models tho. i expect this to only improve
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Zep AI Expands Beyond Memory Module Capabilities
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You may know them from their memory module, now they're branching out Always fun to work with the @zep_ai team!
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Smart Information Retrieval Strategies for AI Systems
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The benefits over normal retrieval include: – You don't do retrieval if the question isn't about the topic
– You don't do retrieval if the question is about previously mentioned topics
– You can do multiple retrieval steps
– You can retrieve from multiple sources