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Text-to-LoRA: Generate Adapters from Natural Language

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@dair_ai

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15 June 2025 20h05

1. Text-to-LoRA Introduces a hypernetwork-based approach for instantly generating LoRA adapters from natural language task descriptions, removing the need for conventional task-specific fine-tuning.

→ View original post on X — @sumanth_077

Vanna: Open-Source RAG Framework for Text-to-SQL Generation

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@sumanth_077

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15 June 2025 16h18

Text-to-SQL tool that actually works!

Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.

It's 100% open-source pic.twitter.com/YFkRUrq4Ci
— Sumanth (@Sumanth_077) 15 juin 2025

Text-to-SQL tool that actually works! Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets. It's 100% open-source

NL2SQLTool: Converting Natural Language to SQL Queries

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15 June 2025 15h37

NL2SQLTool Text2SQL tool that convert natural language to SQL queries to search over structured databases. Read more

GithubSearchTool: RAG Access to GitHub Code

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15 June 2025 15h37

GithubSearchTool Give your agents access to GitHub and do RAG over code. Read more

PDFSearchTool: Semantic RAG Over PDFs

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AI Dynamics

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15 June 2025 15h37

PDFSearchTool Semantic RAG over PDFs. Read more

BrowserbaseLoadTool: Headless Chrome Control for Agents

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15 June 2025 15h36

BrowserbaseLoadTool Browserbase is a developer platform to reliably run, manage, and monitor headless browsers. This tool lets you spin up headless Chrome sessions that your agent can control. Read more https://
docs.crewai.com/tools/web-scra
ping/browserbaseloadtool
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DirectoryReadTool: List Folder Contents and Metadata for Agents

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15 June 2025 15h36

DirectoryReadTool List folder contents & metadata that your agent can use. Helpful for RAG over file system. Read more

ScrapeWebsiteTool: Extract and Read Website Content

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15 June 2025 15h36

ScrapeWebsiteTool The ScrapeWebsiteTool is designed to extract and read the content of a specified website. Read more https://
docs.crewai.com/tools/web-scra
ping/scrapewebsitetool
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