Ollama & Friends
Jul
18
Thursday
6PM to 10PM CEST
Main Stage Speakers
Stephen Batifol
Developer Advocate at Milvus
Local Agentic RAG with LangGraph and Llama 3
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Easily build self-reflecting RAG agents for internet browsing.
Llama 3
LangGraph
Ollama
Milvus
Agentic RAG
Raouf Chebri
Senior Developer Advocate at Neon
Let's code a Postgres app with Devin
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Devin migrates Next.js to Postgres, discussing future AI Agents.
Devin
Next
MongoDB
PostgreSQL
AI agents
Samir Akarioh
Dev advocate at Gatling
How to load test your LLM API
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Load test LLM APIs using Gatling, preventing crashes.
Gatling
Server-Sent Events
ChatGPT
Claude
LLM API
Roman Grebennikov
Principal Data Scientist at Delivery Hero
Fine-tuning LLMs to generate dad jokes
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LLM fine-tuning lessons: tooling, scaling, and managing costs.
Llama-2
Llama 3
Mistral
QLoRA
Axolotl
Tevfik Aloglu
- at OpenAI
Forto Logistic Operations Co-pilot
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Building and scaling LLM agents for logistics automation; sharing technical challenges.
LLM Agents
Akela Drissner
Head of Solutions Engineering at dltHub
Open source data ingestion for RAGs
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Building scalable, up-to-date RAGs with dlt and LanceDB.
dlt
LanceDB
Python
requests
REST API
Justus Mattern
Co-Founder, Revideo (YC S23) at Revideo (YC S23)
Revideo - Create Videos with Code & AI
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Programmatic AI video creation and WebCodecs rendering optimization.
TypeScript
HTML Canvas
FFmpeg
WebCodecs API
Revideo
Michael Hunger
Head of Product Innovation at Neo4j
From text to graph and back again, with entity extraction and GraphRAG Q&A.
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Text to graph extraction improves RAG quality and explainability.
LangChain
GraphRAG Q&A
Knowledge Graph
RAG
Embeddings
David S. Batista
Senior NLP Engineer at deepset
AutoQuizzer
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Generating quizzes using LLMs, RAG, and internal knowledge pipelines.
Llama 3
Ollama
Haystack
RAG
AutoQuizzer
Shukri Hasan
Integration Solution Engineer at Weaviate
Running A Local Code Assistant With Continue and Ollama
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Build private, local AI coding tools securely.
Ollama
Continue
Oleg Šelajev
Developer advocate at Docker, Inc.
Testing LLMs despite non-determinism, hallucinations, and natural language
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Validating non-deterministic LLM responses using AI and Testcontainers.
Testcontainers
Ollama
TensorFlow
PyTorch
scikit-learn
Keras
GPT-4
GPT-3
BERT
ONNX
Llama-2
PaLM 2
BLOOM
RoBERTa
Donna Mägi
Founding Engineer at flatsforfriendz
Hacker News search engine
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Implementing Llama 70b to classify and search Hacker News.
LLaMA-70B
Streamlit
RAG
Embeddings
Text Classification
