LlamaIndex Newsletter 2025-04-29

Hi there, Friends of LlamaIndex! 🦙

Welcome to this week's edition of the LlamaIndex newsletter! We're thrilled to share some exciting updates, including the introduction of thousands of MCP servers, a DeepSeek-based Perplexity clone, and insights from our co-founder Jerry Liu's guest lecture on document workflow agents. Dive into these highlights and more as we continue to innovate and enhance your experience with LlamaIndex!

🤩 The Highlights:

• AI Agent for Company Risk Reports: Discover how to build an AI agent that auto-generates risk reports over public filings. Learn more here.
• DeepSeek-Based Perplexity Clone: Discover this impressive clone by Karan Vaidya that takes less than 100 lines of code to implement! Watch the video or access the code here.
• Guest Lecture on Document Workflow Agents: Our co-founder Jerry Liu discusses the evolution of LlamaIndex, advanced document parsing, and multimodal capabilities. Catch the recording here.

🗺️ LlamaCloud & LlamaParse:

• Building Compliance Reports with LLMs: Learn how to set up an index on LlamaCloud and define a schema for clause extraction and compliance checking in this informative video here.
• Multi-Modal Model Support: Explore our latest support for multi-modal models, embeddings, and indexes in this notebook here.

✨ Framework:

• Thousands of MCP Servers Now Available: Connect to any MCP server in just a single line of code! Check out the example here.
• Agentic Document Workflow (ADW) Guide: Discover how to build an ADW that scales better and integrates with your existing software ecosystem. Read the in-depth guide here.
• Integration with Milvus for Full-Text Search: Learn how to use full-text search with BM25 in this tutorial here.

✍️ Community:

• ZapGit: Manage GitHub issues and PRs through a natural language client, powered by MCP and integrated into an agent workflow. Check it out here.
• Full-Stack JavaScript Web App for Financial Analysis: Explore our open-source app that uses LlamaExtract for extracting risk factors from corporate annual reports. Access the repo here.

Stay tuned for more updates, and as always, feel free to reach out to us with any questions or feedback!

Best,
The LlamaIndex Team