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Evaluating the Quality of NL-to-SQL Workflows

Evaluating the Quality of NL-to-SQL Workflows

Generative AI is transforming data analytics and business intelligence (BI) by enabling anyone to turn plain-English queries into powerful insights, visualizations, and reports. It reduces reliance on SQL expertise, allowing 70–90% of non-technical users to self-serve on data without writing a single line of code. Traditionally, generating insights meant

From Turn 1 to Turn 10: How LLMs Get Lost In Multi-Turn Conversations

From Turn 1 to Turn 10: How LLMs Get Lost In Multi-Turn Conversations

Real-world interactions between humans and LLMs are rarely single‑shot. Rather, users start with vague requests, iterate, clarify, and refine over multiple turns. Yet, most LLM benchmarks assume a fully‑specified, single‑turn setting which is different from how people actually chat. Prior analyses of conversation logs confirm that underspecification

Last Week at Maxim AI (Week 2 of May 2025)

Last Week at Maxim AI (Week 2 of May 2025)

Last week was packed with exciting updates at Maxim! Here's a quick rundown of what we shipped: ✨ New Features & Enhancements Markdown Support for Evaluator Instructions: Human evaluators can now use Markdown for clearer, formatted instructions. Revamped cURL Importer: HTTP agents now support POST calls, making API integrations

✨ MCP client, Live dashboard, Vertex AI evals, and more

✨ MCP client, Live dashboard, Vertex AI evals, and more

Feature spotlight 🔌 MCP Clients on Maxim Maxim now supports the Model Context Protocol (MCP), enabling your agents to interact with external tools, access real-time data, and perform actions. Here's what you can do with MCP clients: * Connect to popular MCP providers like Composio and Gumloop, or use your

Last Week at Maxim: Week 1 of May

Last Week at Maxim: Week 1 of May

We're back with another round of powerful updates to help you build, test, and observe AI agents more effectively. Here's what we rolled out: Agent Mode in Prompt Playground You can now simulate full agentic behavior in the playground and test runs, enabling auto tool calling

SuperBPE: Rethinking Tokenization for Language Models

SuperBPE: Rethinking Tokenization for Language Models

In the domain of language models, tokenization i.e. the process of breaking down text into manageable units plays a pivotal role. Traditionally, models rely on subword tokenization, where words are split into smaller units. However, this approach often overlooks the semantic significance of multi-word expressions and varies across languages.

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Elevating Conversational Banking: Clinc's Path to AI Confidence with Maxim

About Clinc Clinc provides a sophisticated conversational AI platform, primarily focused on the banking industry, enabling financial institutions to build advanced virtual assistants. Recognizing that state-of-the-art AI results are increasingly obtained by orchestrating multiple components into Compound AI Systems, rather than relying on single large models, Clinc is specifically designed