LlamaIndex Newsletter 2024–01–23
Blog post from LlamaIndex
LlamaIndex has introduced several new features and educational resources, alongside two notable announcements: an upcoming in-person hackathon and a webinar featuring Sehoon Kim and Amir Gholami discussing LLMCompiler. Recent advancements include RankGPT, utilizing GPT-3.5 and GPT-4 for document ranking, and Composable Retrievers, which streamline retrieval and RAG setups by linking diverse retrievers and pipelines. New tutorials cover topics such as advanced QA over tabular data, long-context embedding models, and building RAG chatbots. Additionally, LlamaIndex has launched LlamaPack for multi-stock ticker analysis and integrated with Tonic Validate for LLM-powered evaluations. A demo of RAG-Maestro, a web app for efficiently searching scientific concepts in ArXiv papers, showcases practical applications of these innovations. The community is encouraged to share projects and subscribe to the newsletter, with a focus on enhancing enterprise readiness for LlamaIndex users.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 17 | 1,384 | 167 | 59 | +89% |
| LLM | 5 | 2,612 | 304 | 124 | +25% |
| Vector Search | 4 | 1,702 | 230 | 85 | +61% |
| Real-time | 2 | 2,816 | 682 | 213 | +18% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.