LlamaIndex Newsletter 2023-11–07
Blog post from LllamaIndex
LlamaIndex has introduced several innovative features and enhancements, including a customizable LLM chatbot template with system prompts and avatars, a method for fine-tuning Evaluator to optimize LLM output assessment, and the ParamTuner abstraction for hyperparameter tuning. The platform has integrated new embedding models from CohereAI and Voyage AI, strengthening its RAG pipeline. Additionally, a versatile GPTDiscord bot with multi-modal capabilities and advanced data analysis has been showcased. The company has provided various guides and tutorials to enhance LlamaIndex's functionality, such as integrating Activeloop's Deep Memory and meta-prompting techniques. Collaborations include the integration of Tavily AI research API and Noam Gat's LLM Enforcer to improve LLM agent automation and ensure structured outputs.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 13 | 1,169 | 164 | 57 | +46% |
| LLM | 10 | 3,222 | 391 | 126 | +3% |
| Vector Search | 6 | 2,634 | 269 | 90 | +49% |
| AI Model Fine-tuning | 2 | 604 | 122 | 56 | +7% |
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