LlamaIndex Newsletter 2023–11–21
Blog post from LllamaIndex
LlamaIndex has seen significant adoption, with 1 in 12 respondents using it according to the Retool State of AI 2023 survey, and the latest version 0.9 introduces various enhancements like a new IngestionPipeline, automated caching, improved text processing interfaces, and beta MultiModal RAG Modules. The platform has launched multi-modal evaluation tools, a create-llama CLI tool for building full-stack LLM apps, and fine-tuning of the Cohere reranker to enhance RAG pipeline retrieval performance. LlamaIndex also integrates with Chroma’s multi-modal collections for text and image indexing, and it offers detailed guides and tutorials for various applications, including multi-modal retrieval and full-stack financial analysis bots. Additionally, upcoming events include a YouTube live event with AI Makerspace, and the platform offers webinars and tutorials on various topics like using Perplexity API, building RAG applications, and experimenting with GPT-4V.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 9 | 1,169 | 164 | 57 | +46% |
| AI Model Fine-tuning | 3 | 604 | 122 | 56 | +7% |
| Vector Search | 3 | 2,634 | 269 | 90 | +49% |
| LLM | 2 | 3,222 | 391 | 126 | +3% |
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.