On Nov 28 at the #DubaiFutureForum2023, Oskar Mencer, CEO Maxeler, a Groq Company, and other panelists explore the ethical and social challenges that arise from creating digital replicas of ourselves. More info at https://
dubaifuture.ae/agenda-filter
AGENTS
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Groq CEO discusses digital replicas ethics at Dubai Future Forum
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LangChain Playground: Test LLM Improvements in Browser
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If you’re logged in, you can even use the playground to try out different improvements in the browser (by clicking on any LLM run). https://
smith.langchain.com/public/452ccaf
c-18e1-4314-885b-edd735f17b9d/d/80501c49-6845-4a1e-980d-8e36dddba230/p/r/965f74aa-6c87-490c-98aa-158db8358fe9/playground
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LLM Comparison: Assistant API Outperforms Function Agents
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Initial Results We compared different LLMs within a retrieval Q&A chain with an OpenAI functions agent. We also compared against an agent built using OpenAI’s assistant API. In the initial tests, the Assistant Agent performed the best! https://
smith.langchain.com/public/452ccaf
c-18e1-4314-885b-edd735f17b9d/d/compare?selectedSessions=d21fe3ec-719c-44bf-a6dd-c0f6bc414e9c20b3ae59-9eee-43f0-9776-1c1f41b15aa29ea0c6d3-31dd-4943-a96d-0d9ee320daae
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LangSmith Benchmarking: Compare AI Systems Side-by-Side
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Compare Since all these benchmarks are built using LangSmith, you can easily spot where different systems go wrong and compare them side-by-side. You can also go beyond aggregate statistics to examine the step-by-step execution of different systems on the same data point.
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SQL Query Execution and LLM Result Summarization Process
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The orchestrator then routes the SQL query to the data source where it gets executed. Once the results are returned, you will have to make one more call to the LLM to summarize these results. Sometimes, multiple SQL queries are required for harder more nuanced questions 10/13
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Orchestrator Retrieves Tables and Metadata for SQL Query Generation
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When the query comes in the orchestrator will ask the doc retriever for the relevant tables and meta-data that map to the query. It will then send the query along with the meta-data to the LLM will will generate the SQL query. 9/13
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Document Retriever Integration with LLM for SQL Query Construction
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We have to use information from the doc retriever to feed to the LLM to construct the SQL queries. Orchestration layer: This is the layer that talks to the LLM, doc retriever, and your database. 8/13
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Personal Intelligence: The Next Transformative Technology Shift
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Soon the Personal Intelligence will be as ubiquitous as the smartphone. It'll be the most transformative technology shift in our lifetimes. Come be part of our mission to create this amazing future!
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AGI Orchestrator Enables Real-Time Decentralized Chat
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AGI Orchestrator Chat via Universal Connectivity "Realtime decentralised chat with ubiquitous peer-to-peer connectivity between the recommended AGI Orchestrator Pass holders" Pre-Alpha Version #AGIOrchestrator