LangTalks

20 - RAG Evaluation | Jonathan Yarkoni 25.12.2023 25:58 ↓

ragas framework for evaluating unstructured retrievals and generations

19 - RAG 11.12.2023 26:10 ↓

Retrieval Augmented Generation process, Llama index vs LangChain, indexing

18 - OpenAI Dev Day 20.11.2023 28:11 ↓

OpenAI DevDay announcements recap

17 - Evaluation | Philip Tannor (DeepChecks) 13.11.2023 29:54 ↓

Evaluating LLMs and AI pipeline in dev and production environments. How to work with datasets

16 - Multi modal 23.10.2023 25:38 ↓

multimodality is a type of model that can analyze multiple data types like language, images, voice, etc.

15 - Initiatives and volunteers matching 18.10.2023 17:53 ↓

Find the most suitable project for volunteer support "Iron swords" war efforts

14 - Prompt engineering 02.10.2023 27:19 ↓

Advanced prompt engineering techniques: skeleton of thoughts, directional stimulus prompting, graph of thoughts, augmentations

13 - Production environment | Idan Tovi (Vee) 26.09.2023 24:17 ↓

Full stack LLM app development, Typescript vs Python

12 - Fine-tuning | Mike Erlihson 18.09.2023 27:41 ↓

Finetuning techniques (SFT, RLHF...), pros & cons, tools (technical episode)

11 - Open source models | Matan Kleyman 11.09.2023 33:20 ↓

why should you care about open source models, when and how to finetune, inference best practices, deployment & serving tools, models overview

10 - Summarizing mental health sessions | Amit Spinrad (Eleos Health) 04.09.2023 29:38 ↓

Drill down on a summarization task use case

9 - Popular tools for LLM-app devs 28.08.2023 30:01 ↓

Save time building applications with LLMs by utilizing tools like LangChain, Llama index, Guidance, GPTCache and many more

8 - Vector Databases | Uri Goren (Argmax) 21.08.2023 30:53 ↓

Why you might need a VectorDB, which features to consider when choosing a provider, and use cases examples

7 - Agents in LangChain | Eden Marco 14.08.2023 28:47 ↓

From an agent POC with LangChain to production challenges

6 - Security and Privacy | Itamar Golan (Prompt Security) 07.08.2023 36:57 ↓

Security, privacy, compliance & safety of LLM-based applications

5 - How to use Embeddings 01.08.2023 21:36 ↓

Explore the theory of embeddings and their practical applications

4 - Intro to LangChain 25.07.2023 25:21 ↓

Overviewing the main concepts of LangChain framework and how to get started

3 - Intro to Agents 20.07.2023 30:40 ↓

Theory and benchmarks for zero shot, few shot, chain of thoughts, and tree of thoughts

2 - How LLMs are developed 19.07.2023 18:07 ↓

The evolution of Language Models and OpenAI's training techniques.

1 - Intro to LangTalks 18.07.2023 1:46 ↓

Introduction about Lee & Gal and what LangTalks is about