Just saw a talk by @AlonHalevy about using a **timeline** based data-structure to do RAG. Really useful for querying over personal events Need to dive into this more! Am always excited to see novel data-structures Repo here: https://
github.com/facebookresear
ch/personal-timeline/tree/main
…
TOOLS
-
Timeline-Based Data Structure for Personal Event RAG Queries
By
–
-
AI-Powered Speech Recognition and Collaboration Sponsors
By
–
Thank you to our wonderful sponsors: @MiroHQ
—A collaborative visual platform where your best work comes to life: https://
miro.com/lenny @drinkLMNT
—Zero-sugar hydration @AssemblyAI
—Production-ready AI models to transcribe and understand speech: https://
assemblyai.com/lenny -
Prompt2Model: Automated Small Model Training Pipeline
By
–
8/ Prompt2Model – takes a prompt describing a task and trains a small model that is conducive to deployment; the pipeline automatically collects and synthesizes knowledge through three channels: dataset retrieval, dataset generation, and model retrieval.
-
SeamlessM4T: Unified Multilingual Multimodal Machine Translation System
By
–
3/ SeamlessM4T – a unified multilingual and multimodal machine translation system that supports ASR, text-to-text translation, speech-to-text translation, text-to-speech translation, and speech-to-speech translation.
-
Hugging Face Learning Resources: Start Your AI Journey
By
–
The best places to start learning about the Hugging Face ecosystem are our courses: https://
huggingface.co/learn and the tasks page: https://
huggingface.co/tasks -
New Data Loaders for Fine-tuning AI Models Across Platforms
By
–
We've started adding loaders to help load data in a format such that you can finetune (usually for a custom tone) So far we've got Facebook Messenger, Slack, Telegram, WhatsApp, Twitter (via @apify
), Discord What else should we add? -
FX Tool Enables Model Portability Across IR Frameworks
By
–
i heard someone built this thing called FX that lets you move models from one IR to another. the rest is an easy exercise left to the reader
-
Apify enables Twitter data integration with LangChain for AI
By
–
.
@apify can do this pretty well! Example here: https://
python.langchain.com/docs/integrati
ons/chat_loaders/twitter
… -
Code Llama API Available on Replicate with Multiple Models
By
–
Run Code Llama with an API on Replicate. Code Llama can generate and discuss code. It's the best open-source model for things like debugging and code completion. • 7b https://
replicate.com/replicate/code
llama-7b
…
• 7b Python https://
replicate.com/replicate/code
llama-7b-python
…
• 13b -
RAG Technique: Solving Modern LLM Limitations Without Fine-Tuning
By
–
Let’s dive in to one of the most-talked about AI techniques—retrieval augmented generation (RAG)— that developers are using as a precursor to fine-tuning. It helps solve the recent issue of modern LLMs while being not-really-that-hard to implement.