some great analysis from @RLanceMartin on how @AnthropicAI 100k model affects retrieval augmented generation and a playground to test it out yourself!
@hwchase17
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Rebuff Enhances Security and Privacy for Production LangChain Systems
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As more LangChains make their way into production, we're getting more questions about the security and privacy of these systems Excited to highlight Rebuff as a project trying to help in that space! Blog: https://
blog.langchain.dev/rebuff/ Notebook: https://
python.langchain.com/en/latest/ecos
ystem/rebuff.html
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Webinar on Hallucinations in Document QA with Vectara Experts
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Excited to announce that we're adding in one more awesome group for the webinar on hallucinations in document QA tomorrow: @awadallah and
@ofermend from @vectara Can't wait to to learn from them! Webinar link: https://
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Development Speed vs Code Quality Trade-offs
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sorry! if there are lint/format/test/dependency issues we try to fix them ourselves in order to speed up the dev cycle, but it does have this unfortunate side effect
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Kor: Open-source extraction tool for structured data
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check out kor for all things extraction https://
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Multi Retriever QA: Embeddings for Sub-Chain Routing
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multi retriever QA uses embeddings inside the sub chains this uses embeddings to do the routing to sub chains
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Auto Evaluator Tool Featured in Upcoming Webinar
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I would check out auto evaluator! @sfgunslinger is one of the authors and will be joining for the webinar, so will definitely cover that topic https://
github.com/rlancemartin/a
uto-evaluator
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Limiting hallucinations in ChatGPT-your-data enterprise applications
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We've consistently heard that the biggest blocker for enterprises to deploy "ChatGPT-your-data" applications is hallucinations Come learn from @sfgunslinger @nickscamara_ and @deepset_ai how to (1) limit hallucinations and (2) evaluate your app to make sure there aren't any!
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LangChain Webinar: LLMs Transforming Education and EdTech
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Giving a 2+ weeks heads up for a VERY exciting @langchain webinar: LangChain in Education – how LLMs and LangChain are changing education and educational technology. https://
crowdcast.io/c/q5y8g08f1f74 We’re excited for a slate of engaging speakers, including: -
SerpAPI Alternative: Free Serper API Queries Guide
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if you’re running out of serpapi credits, try this one (10x free queries) Yes, serper and serpapi are different