The default search API that people seem to use (and the only one previously in LangChain) is SerpAPI One big limitation is that the free plan only supports *100 queries per month* But there is a Google Custom Search alternative that supports *100 queries per day* for free
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Google Custom Search cheaper alternative SerpAPI LangChain integration guide
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After the free plan, it's also a better deal. SerpAPI is $50 for 5k queries Google Custom Search is $5 for 1k queries, meaning for the same $50 you could get double the queries. So how do you use this cheaper search engine in LangChain?
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LangChain v0.0.53 Release: Google Search Integration
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LangChain v0.0.53 Doc fixes from @george_zhou Bug fix (highlighted by @yvesbalbas
) Also includes maybe the most requested feature to date… A google search alternative to SerpAPI (by @nickscamara_
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Content Summarization and Sentiment Analysis in NLP
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In this @Cognilytica #AIToday #podcast episode 'Content Summarization and Analysis, Sentiment Analysis' from the AI Glossary Series, hosts @rschmelzer & @kath0134 define Content Summarization and #Analysis and #sentimentanalysis. Full episode: https://
cognilytica.com/2022/12/28/ai-
today-podcast-ai-glossary-series-content-summarization-and-analysis-sentiment-analysis/?utm_source=dlvr.it&utm_medium=twitter
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#ML #AI #nlp -
Using nlp.pipe() for faster batched predictions in spaCy
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Nice example! Here's a tip for next time as well: the nlp.pipe() function operates over a sequence of inputs, and lets the model make batched predictions, making it much faster:
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Validator AI: AI-Powered Business Idea Validation Tool
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You can use Validator AI to get your business ideas validated by an AI. https://
futurepedia.io/tool/validator
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… #AI #business #ChatGPT -
AI Prompts vs. Intricate Procedures: Achieving Prompt Indifference
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Nobody worries about “leaking the prompt” of Copilot. Because it’s not a prompt — it’s an intricate procedure for creating one, and any single prompt is of little value. Aspire to that level of indifference toward your app’s prompt leaking.
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GPT-3 Prompt Engineering Mitigations and Strategic Value
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Mitigations like these are really for avoiding embarrassment. If it’s actually strategically important that your competitors don’t know what GPT-3 prompt you’re using in a public-facing app, you’re in trouble. You need to add value elsewhere.
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Copilot’s Code Synthesis Capabilities Praised as Best
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Copilot is for code completion so you have to write comments to use it like ChatGPT, but it’s the best I’ve seen for code synthesis.
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Comparing AI Model Trustworthiness: Copilot vs. ChatGPT
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Copilot isn’t ChatGPT. I don’t trust ChatGPT’s output on this stuff at all — way too many errors. I think it specifically aims for equivocation in a way that makes it confabulate wrong technical details.