AI Engineer World's Fair 2024
Talks from AI Engineer World's Fair 2024, drafted from the AI Engineer channel's own playlists. Editorial metadata is best-effort parsed and under review.
Event 1
Track 9
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1 —
GraphRAG: The Marriage of Knowledge Graphs and RAG: Emil Eifrem
277K views 6.7K likes 115 comments
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2 —
The Future of Knowledge Assistants: Jerry Liu
141.9K views 3.4K likes 34 comments
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3 —
Low Level Technicals of LLMs: Daniel Han
55.7K views 2.2K likes 75 comments
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4 —
Mastering LLM Inference Optimization From Theory to Cost Effective Deployment: Mark Moyou
53.4K views 1.5K likes 27 comments
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5 —
Stop Making Models Bigger, Make Them Behave — Kobie Crawford, Snorkel
50.6K views 1.2K likes 72 comments
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6 —
Llamafile: bringing AI to the masses with fast CPU inference: Stephen Hood and Justine Tunney
49.2K views 1.7K likes 83 comments
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7 —
Building with Anthropic Claude: Prompt Workshop with Zack Witten
39.1K views 977 likes 35 comments
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8 —
Using agents to build an agent company: Joao Moura
38.7K views 1.3K likes 43 comments
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9 —
Pydantic is STILL all you need: Jason Liu
23K views 720 likes 21 comments
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10 —
Knowledge Graphs & GraphRAG: Techniques for Building Effective GenAI Applications: Zach Blumenthal
21.2K views 426 likes 13 comments
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11 —
How to Construct Domain Specific LLM Evaluation Systems: Hamel Husain and Emil Sedgh
20.6K views 571 likes 8 comments
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12 —
What's new from Anthropic and what's next: Alex Albert
20.6K views 451 likes 20 comments
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13 —
Build an AI Research Agent: Apoorva Joshi
18.1K views 494 likes 12 comments
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14 —
Moondream: how does a tiny vision model slap so hard? — Vikhyat Korrapati
18.1K views 563 likes 24 comments
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15 —
Going beyond RAG: Extended Mind Transformers - Phoebe Klett
16.8K views 540 likes 29 comments
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16 —
The Making of Devin by Cognition AI: Scott Wu
15.6K views 286 likes 25 comments
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17 —
Lessons From A Year Building With LLMs
14.6K views 383 likes 9 comments
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18 —
Lessons from the Trenches: Building LLM Evals That Work IRL: Aparna Dhinkaran
14.2K views 348 likes 9 comments
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19 —
From Text to Vision to Voice Exploring Multimodality with Open AI: Romain Huet
11K views 286 likes 15 comments
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20 —
AI Platform Engineering: Patrick Debois
9.8K views 211 likes 2 comments
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21 —
From Software Developer to AI Engineer: Antje Barth
9.5K views 208 likes 6 comments
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22 —
10x Development: LLMs For the working Programmer - Manuel Odendahl
9.3K views 197 likes 11 comments
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23 —
Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare
9.3K views 178 likes 14 comments
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24 —
Open Challenges for AI Engineering: Simon Willison
8.9K views 257 likes 12 comments
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25 —
Architecting and Testing Controllable Agents: Lance Martin
8.7K views 234 likes 11 comments
