LlamaIndex Newsletter 2023–02–13
Blog post from LlamaIndex
LlamaIndex has announced the release of version 0.10, marking significant enhancements toward production readiness with a new core package and improved organization through separate PyPi packages for integrations and LlamaPacks. The update includes refactoring LlamaHub to centralize integrations and deprecating ServiceContext for a better development experience. Additionally, LlamaIndex is offering short courses on advanced Retrieval-Augmented Generation (RAG) development, covering topics from unstructured data to agent integration, and encourages community creativity by inviting project submissions. New features include the Self-RAG LlamaPack, which enhances LLM training and RAG workflows, and integration with FlowiseAI for no-code RAG app development. LlamaIndex has also released a RAG CLI tool for file searching using language model embeddings, launched full-stack agent servers, and integrated DeepEval for improved RAG evaluation. The platform is expanding enterprise readiness and is open to partnerships, offering sneak peeks of upcoming products.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 21 | 1,171 | 163 | 62 | -15% |
| LLM | 6 | 2,650 | 335 | 146 | +1% |
| Vector Search | 2 | 2,199 | 242 | 94 | +29% |
| AI Guardrails | 1 | 111 | 59 | 27 | +25% |
| AI Model Fine-tuning | 1 | 494 | 105 | 70 | +16% |
| Real-time | 1 | 2,673 | 707 | 203 | -5% |
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.